Update README.md

Reviewed-on: meulilivio/AISE1_Project#24

.env.example

@@ -3,11 +3,9 @@
 # NOTE: Never commit .env with real secrets to version control!
 
 # Silicon Server Configuration
-HOST=silicon.fhgr.ch
+HOST=
-PORT=7080
+PORT=
 API_KEY=EMPTY
-MODEL=qwen3.5-35b-a3b
+MODEL=
+
 
-# Optional: Add more configuration variables as needed
-# DEBUG=False
-# LOG_LEVEL=INFO

.gitignore

@@ -50,3 +50,6 @@ data/raw/
 
 # Workspace
 workspace/
+
+# Logs
+logs/

README.md

@@ -1,153 +1,637 @@
-# AISE AI Code Editor
+# AISE AI Code Editor — Technische Dokumentation
 
-AI-Supported Lightweight Code Editor built with Streamlit (AISE501 Spring 2026)
+KI-unterstützter Lightweight Code Editor auf Basis von Streamlit (AISE501 Spring 2026).
 
-## Project Structure
+---
+
+## Projektinformationen
+
+| | |
+|---|---|
+| **Modul** | AI in Software Engineering 1 (AISE501) |
+| **Autoren** | Irina Rüegg & Livio Meuli |
+| **Semester** | Spring 2026 |
+---
+
+## Inhaltsverzeichnis
+
+1. [Projektstruktur](#projektstruktur)
+2. [Schnellstart](#schnellstart)
+3. [Frontend](#frontend)
+4. [Backend Manager](#backend-manager)
+5. [Backend Agent (MCP-System)](#backend-agent-mcp-system)
+6. [MCP-Server-Konfiguration](#mcp-server-konfiguration)
+7. [Architektur-Übersicht](#architektur-übersicht)
+8. [Wichtige Designentscheidungen](#wichtige-designentscheidungen)
+9. [Tests](#tests)
+10. [Umgebungsvariablen](#umgebungsvariablen)
+
+---
+
+## Projektstruktur
 
 ```
 AISE_AIAgent/
-├── frontend/                      # Streamlit UI Components
+├── frontend/                          # Streamlit UI-Komponenten
-│   ├── __init__.py
+│   ├── app.py                         # Einstiegspunkt der App; Seitenkonfiguration + Routing
-│   ├── app.py                    # Main Streamlit application entry point
+│   ├── state.py                       # Zentrale Session-State-Initialisierung
-│   ├── sidebar.py                # File navigation sidebar component
+│   ├── sidebar.py                     # Datei-Explorer + Navigations-Radio
-│   ├── editor.py                 # Code editor pane component
+│   ├── editor.py                      # Ace-Editor-Tabs + Ausführungs-Output
-│   └── chat.py                   # Chat interface component
+│   └── chat.py                        # Chat-Interface + Agent-Mode-UI
 │
-├── backend/                       # Backend Logic Modules
+├── backend/
-│   ├── __init__.py
+│   ├── managers/                      # Business-Logik, direkt vom Frontend aufgerufen
-│   ├── managers/                 # Business logic for UI operations
+│   │   ├── file_manager.py            # Workspace-CRUD mit Path-Traversal-Schutz
-│   │   ├── __init__.py
+│   │   ├── chat_manager.py            # LLM-API-Wrapper + Sliding-Window-History
-│   │   ├── file_manager.py       # File I/O operations for UI (read, write, list files)
+│   │   ├── system_prompter.py         # Kontextbewusste System-Prompt-Generierung
-│   │   ├── chat_manager.py       # AI chat management and history
+│   │   ├── search_manager.py          # DuckDuckGo-Websuche + Seitenabruf
-│   │   ├── system_prompter.py    # System prompts and context injection
+│   │   ├── execution_engine.py        # Subprocess-basierte Code-Ausführung (Python, LaTeX)
-│   │   ├── search_manager.py     # Internet search functionality
+│   │   └── debug_logger.py            # Rotierende Logdatei + Fehler-Aggregation
-│   │   ├── execution_engine.py   # Code execution and sandboxing
-│   │   └── debug_logger.py       # Logging, error handling, debug messages
 │   │
-│   ├── agents/                   # AI Agent System
+│   └── agent/                         # Autonomes KI-Agenten-System (MCP-basiert)
-│   │   ├── __init__.py
+│       ├── coding_agent.py            # Plan→Aktion→Beobachten-Schleife
-│   │   ├── coding_agent.py       # Main agent loop (plan-act-observe cycle)
+│       ├── mcp_server_adapter.py      # Verbindet den Agenten mit MCP-Tool-Servern
-│   │   └── tools.py              # Tools available to agent (7 functions + dispatcher)
+│       ├── mcp_server_config.json     # Welche MCP-Server gestartet werden (Pfade + Befehle)
-│   │
+│       └── servers/                   # MCP-Server-Implementierungen (stdio-Transport)
-│   └── utils/                    # Helper Utilities
+│           ├── mcp_server_code_execution.py  # Tool: Sandbox-Python-Ausführung + Linting
-│       ├── __init__.py
+│           ├── mcp_server_file_search.py     # Tool: Workspace-Datei lesen/schreiben/suchen
-│       └── server_utils.py       # LLM client init, chat functions, formatters
+│           └── mcp_server_web_search.py      # Tool: DuckDuckGo-Suche + Seitenabruf
 │
-├── tests/                         # Unit Tests
+├── tests/                             # pytest-Unit-Tests
-│   ├── __init__.py
+│   ├── conftest.py                    # Globaler MCP-Mock (keine echten Subprozesse in Tests)
-│   ├── test_file_manager.py      # Tests for file operations
+│   ├── test_chat_manager.py
-│   ├── test_chat_manager.py      # Tests for chat functionality
+│   ├── test_coding_agent.py
-│   ├── test_execution_engine.py  # Tests for code execution
+│   ├── test_debug_logger.py
-│   └── test_main.py              # Integration tests
+│   ├── test_execution_engine.py
+│   ├── test_file_manager.py
+│   ├── test_mcp_server_code_execution.py
+│   ├── test_mcp_server_file_search.py
+│   ├── test_mcp_server_web_search.py
+│   ├── test_search_manager.py
+│   └── test_system_prompter.py
 │
-├── workspace/                     # Agent Sandbox Directory
+├── workspace/                         # Sandbox-Verzeichnis für Agent- und Editor-Dateien
-│   └── .gitkeep                  # Placeholder for agent to work safely in isolation
+├── logs/                              # Rotierende Logdateien (app.log, errors.log)
-│
+├── .env                               # Lokale Umgebungsvariablen (nicht eingecheckt)
-├── .gitignore                     # Git exclusions (venv, .env, __pycache__, etc.)
+└── .env.example                       # Vorlage für erforderliche Umgebungsvariablen
-├── .env                          # Local environment variables (NOT committed)
-├── .env.example                  # Template for environment variables (IS committed)
-├── requirements.txt              # Python dependencies
-├── README.md                      # This file
-└── project_exercise.pdf          # Project specification
 ```
 
-## Component Responsibilities
+---
 
-### Frontend (`frontend/`)
+## Schnellstart
-- **app.py**: Main Streamlit application, layout orchestration
-- **sidebar.py**: File browser and project navigation
-- **editor.py**: Code editing interface with syntax highlighting
-- **chat.py**: AI assistant chat interface
 
-### Backend Managers (`backend/managers/`)
+> Die folgenden Schritte funktionieren auf **Windows** und **macOS** — abweichende Befehle sind jeweils mit dem Betriebssystem gekennzeichnet.
-Used directly by Frontend for UI operations:
-- **file_manager.py**: CRUD operations on project files
-- **chat_manager.py**: Chat history, message management
-- **system_prompter.py**: System prompt generation and file context
-- **execution_engine.py**: Safe code execution with output capture
-- **debug_logger.py**: Error tracking and log formatting
-- **search_manager.py**: Web search integration
 
-### Backend Agents (`backend/agents/`)
+---
-Independent AI agent system for complex tasks:
-- **coding_agent.py**: Agent loop (Plan → Act → Observe → Repeat)
-- **tools.py**: 7 tools agent can use (read/write/run/search/validate/grep/done)
 
-### Backend Utils (`backend/utils/`)
+### Schritt 1 — Voraussetzungen prüfen
-- **server_utils.py**: LLM client initialization, chat helpers, message formatters
 
-### Workspace (`workspace/`)
+**Python 3.10 oder neuer** muss installiert sein.
-- Sandbox directory where agent executes and stores files
-- Prevents agent from accessing files outside this directory
-
-## Features
-
-- **File Display & Management**: Browse and edit code files
-- **Chat Interface**: AI-powered code assistant
-- **Code Execution**: Run Python code with debugging
-- **Internet Search**: Fetch documentation and examples
-- **System Prompts**: Context-aware AI interactions
-
-## Setup
-
-### 1. Project Clonen
-
-1. In den Zielordner wechseln
-cd /pfad/zum/zielordner
-
-2. Repository klonen
-git clone https://gitea.fhgr.ch/meulilivio/AISE1_Project.git
-
-3. In das Projekt wechseln
-cd AISE1_Project
-
-### 2. Activate Virtual Environment
 
 ```bash
-# Windows
+# Windows (PowerShell)
-.\.venv\Scripts\Activate.ps1
+python --version
 
-# macOS/Linux
+# macOS (Terminal)
+python3 --version
+```
+
+Falls Python nicht installiert ist:
+- **Windows:** [python.org/downloads](https://www.python.org/downloads/) herunterladen und installieren. Bei der Installation „Add Python to PATH" aktivieren.
+- **macOS:** [python.org/downloads](https://www.python.org/downloads/) herunterladen und installieren, **oder** via Homebrew: `brew install python3`
+
+**Git** muss ebenfalls installiert sein:
+```bash
+git --version
+```
+Falls nicht vorhanden: [git-scm.com](https://git-scm.com/downloads) (Windows) bzw. `brew install git` (macOS).
+
+---
+
+### Schritt 2 — Repository klonen
+
+```bash
+git clone https://gitea.fhgr.ch/meulilivio/AISE1_Project_Irina_Livio.git
+cd AISE1_Project_Irina_Livio
+```
+
+---
+
+### Schritt 3 — Virtuelle Umgebung erstellen
+
+Eine virtuelle Umgebung isoliert die Projekt-Abhängigkeiten vom restlichen System. Sie muss einmalig erstellt werden.
+
+```bash
+# Windows (PowerShell)
+python -m venv .venv
+
+# macOS (Terminal)
+python3 -m venv .venv
+```
+
+---
+
+### Schritt 4 — Virtuelle Umgebung aktivieren
+
+Die Umgebung muss **jedes Mal neu aktiviert** werden, wenn ein neues Terminal geöffnet wird.
+
+```bash
+# Windows (PowerShell)
+.\.venv\Scripts\Activate.ps1
+```
+
+> Falls PowerShell die Ausführung blockiert, einmalig folgenden Befehl ausführen und danach erneut versuchen:
+> ```powershell
+> Set-ExecutionPolicy -ExecutionPolicy RemoteSigned -Scope CurrentUser
+> ```
+
+```bash
+# macOS (Terminal)
 source .venv/bin/activate
 ```
 
-### 3. Install Dependencies
+Nach erfolgreicher Aktivierung erscheint `(.venv)` am Anfang der Eingabezeile.
+
+---
+
+### Schritt 5 — Abhängigkeiten installieren
 
 ```bash
 pip install -r requirements.txt
 ```
 
-### 4. Run Application
+Dieser Schritt lädt alle benötigten Pakete herunter (~2–5 Minuten je nach Internetverbindung). Er muss nur einmal ausgeführt werden.
+
+---
+
+### Schritt 6 — Umgebungsvariablen konfigurieren
 
 ```bash
+# Windows (PowerShell)
+copy .env.example .env
+
+# macOS (Terminal)
+cp .env.example .env
+```
+
+Danach die Datei `.env` in einem Texteditor öffnen und die Werte eintragen welche per Mail mitgeteilt wurden (HOST, PORT, API_KEY, MODEL).
+
+---
+
+### Schritt 7 — App starten
+
+```bash
+# Windows & macOS
 streamlit run frontend/app.py
 ```
 
-### 5. Run Tests
+Streamlit öffnet die App automatisch im Standard-Browser unter `http://localhost:8501`.  
+Falls der Browser nicht automatisch aufgeht, die URL manuell eingeben.
+
+Zum **Beenden** der App im Terminal `Ctrl + C` drücken.
+
+---
+
+### Schritt 8 — Tests ausführen (optional)
 
 ```bash
-pytest tests/
+pytest tests/ -v
 ```
 
-## Architecture
+---
 
-The application follows a frontend-backend split:
+## Frontend
 
-- **Frontend**: Streamlit UI components (sidebar, editor, chat)
+Alle Frontend-Module sind reine Streamlit-Komponenten. Sie enthalten keine Business-Logik,
-- **Backend**: Specialized manager modules
+sondern delegieren alles an die Backend-Manager.
-  - FileManager: File operations
-  - ChatManager: AI interaction
-  - SystemPrompter: Prompt management
-  - SearchManager: Internet search
-  - ExecutionEngine: Code execution
-  - DebugLogger: Error handling & logging
 
-## Development
+### `app.py`
+Einstiegspunkt der Applikation. Ruft `init_state()` auf Modul-Ebene auf (vor `main()`),
+damit alle Session-State-Schlüssel existieren, bevor ein Widget gerendert wird. Delegiert
+an `render_sidebar()`, `render_editor()` und `render_chat()` basierend auf dem Navigations-Radio.
 
-Use Git to track changes:
+### `state.py`
+Zentrale Quelle aller `st.session_state`-Schlüsselnamen und ihrer Standardwerte.
+Alle Schlüssel nutzen `if key not in st.session_state`-Guards, damit bei Streamlit-Reruns
+keine bestehenden Werte überschrieben werden. Aktuell verwaltete Schlüssel:
+
+| Schlüssel | Standard | Zweck |
+|-----------|----------|-------|
+| `last_selected` | `None` | Zuletzt angeklickter Baum-Knoten (verhindert erneutes Ausführen bei jedem Rerender) |
+| `selected_folder` / `selected_folder_rel` | `None` | Aktuell markierter Ordner |
+| `chat_manager` | `ChatManager()` | Live-ChatManager-Instanz |
+| `open_files` | `[]` | Geordnete Liste absoluter Pfade als Editor-Tabs |
+| `files_content` | `{}` | Pfad → aktueller Editor-Inhalt (kann von Disk abweichen) |
+| `active_file` | `None` | Absoluter Pfad des aktiven Editor-Tabs |
+| `exec_results` | `{}` | Pfad → letztes Ausführungsergebnis-Dict |
+| `chat_history` | `[]` | Flache Liste von `{role, content}`-Dicts zur Anzeige |
+| `agent_mode` | `False` | Ob die Agent-Mode-UI aktiv ist |
+| `coding_agent` | `None` | Live-`CodingAgent`-Instanz während einer Aufgabe |
+| `agent_status` | `"idle"` | `"idle"` / `"waiting_approval"` / `"done"` |
+| `agent_log` | `[]` | Liste abgeschlossener Schritt-Einträge |
+| `agent_pending_action` | `None` | Vorgeschlagene Aktion, die auf Benutzer-Genehmigung wartet |
+| `search_results` | `[]` | Aktive Websuchergebnisse für Kontext-Injektion |
+
+### `sidebar.py`
+Rendert das Navigations-Radio und den Workspace-Datei-Explorer (basierend auf
+`streamlit-arborist` für einen interaktiven Baum). Datei-Klicks öffnen einen neuen
+Editor-Tab; Ordner-Klicks zeigen eine Aktionsleiste mit «Datei hinzufügen» / «Ordner
+hinzufügen» / «Löschen». Ein Popover am unteren Rand ermöglicht das Erstellen und
+Hochladen von Dateien (bis 1 MB) im Workspace-Wurzelverzeichnis.
+
+### `editor.py`
+Verwendet `streamlit-ace` für syntaxhervorgehobene Bearbeitung. Jede geöffnete Datei
+erhält einen eigenen Tab via `st.tabs()`. Die aktive Datei steuert die Schaltflächen
+«Code ausführen», «Herunterladen», «Schliessen», «Umbenennen» und «Löschen». Der Button
+**Code ausführen** führt für Python-Dateien zuerst `ast.parse()` durch, um Syntaxfehler
+vor dem Subprocess zu erkennen. Der Button **Mit KI debuggen** (nach einem fehlgeschlagenen
+Lauf eingeblendet) formatiert die Fehlerausgabe und navigiert zur Chat-Ansicht mit einer
+vorausgefüllten Debug-Nachricht.
+
+### `chat.py`
+Zwei sich gegenseitig ausschliessende Ansichten, umgeschaltet via `st.toggle("Agent Mode")`:
+
+**Normaler Chat** (`render_normal_chat()`):
+- Kompakte 4-spaltige Toolbar direkt über dem Chat-Input:
+  `[● Agent Mode]` `[🔍 Search]` `[🗑️ Clear]` `[⚙️ Settings]`
+  — Web-Suche und Einstellungen jeweils als `st.popover`, Clear öffnet einen Bestätigungs-Dialog.
+- System-Prompt wird vor jeder ausgehenden Nachricht neu generiert (`_set_system_prompt()`).
+- Unterstützt Slash-Befehle `/search <Abfrage>` und `/search clear`.
+- Settings-Popover: Dateikontext-Toggle, Modell-Auswahl, Max-Token-Slider,
+  benutzerdefinierter System-Prompt.
+- «Mit KI debuggen»-Nachrichten vom Editor werden über `pending_debug_message` im
+  Session-State weitergeleitet.
+
+**Agent Mode** (`render_agent_mode()`):
+- `idle` → Aufgabeneingabe + Start-Schaltfläche.
+- `waiting_approval` → zeigt vorgeschlagenen Gedanken + Tool + Argumente; Benutzer kann
+  Genehmigen, Ablehnen (mit Feedback) oder Abbrechen.
+- `done` → Erfolgsmeldung + Folgefrage-Eingabe zum Weiterführen der Aufgabe.
+
+---
+
+## Backend Manager
+
+### `file_manager.py`
+Alle öffentlichen Methoden lösen Pfade auf und prüfen, ob sie innerhalb von `workspace/`
+bleiben, bevor sie das Dateisystem berühren (**Path-Traversal-Schutz**). Je nach Operation
+werden relative oder absolute Pfade akzeptiert und zurückgegeben:
+
+| Methode | Pfad-Typ | Hinweise |
+|---------|----------|----------|
+| `create_folder(relative_path, name)` | Workspace-relativ | Erstellt eine Ebene |
+| `create_file(relative_path, name)` | Workspace-relativ | Standard: `.txt` |
+| `read_file(absolute_path)` | Absolutes `Path`-Objekt | Vom Editor verwendet |
+| `save_file(absolute_path, content)` | Absoluter String | Überschreibt vorhandenes |
+| `rename_file(relative_path, new_name)` | Workspace-relativ | Erweiterung bleibt immer erhalten |
+| `delete_file(relative_path)` | Workspace-relativ | |
+| `delete_folder(relative_path)` | Workspace-relativ | Rekursiv via `shutil.rmtree` |
+| `get_file_tree()` | — | Gibt verschachteltes Dict zurück; Verzeichnisse → Dict, Dateien → None |
+
+Dateien werden in `get_file_tree()` standardmässig auf `CODE_EXTENSIONS` gefiltert.
+
+### `chat_manager.py`
+Kapselt einen OpenAI-kompatiblen REST-Endpunkt, konfiguriert via `.env`.
+
+**Sliding-Window-History:** `_build_payload_messages()` sendet immer zuerst die
+System-Nachricht (damit sie nie verworfen wird), gefolgt von den letzten
+`max_history_messages` (20) Nicht-System-Nachrichten. Das begrenzt die Payload-Grösse,
+ohne den System-Prompt zu verlieren.
+
+**Fehlerbehandlung:** Verbindungs-Timeouts und HTTP-Fehler werden abgefangen, geloggt und
+als Assistenten-Nachrichten in der History gespeichert (sodass die UI den Fehler inline
+anzeigt).
+
+**API-Key:** Falls `API_KEY` den Wert `"EMPTY"` hat oder fehlt, wird kein
+`Authorization`-Header gesendet (unterstützt lokale/anonyme Endpunkte).
+
+### `system_prompter.py`
+Generiert kontextbewusste System-Prompts. Signatur:
+```python
+SystemPrompter.generate_prompt(
+    user_message="",
+    file_context=None,      # {"name": str, "content": str}
+    search_context=None,    # list[{"title", "url", "snippet"}] — in system_prompter.py implementiert,
+                            # aber in chat.py nicht verwendet: dort wird Search-Kontext direkt
+                            # als <search_context>-Block vor die Nachricht eingefügt
+    task_type="default",    # "debug" | "explain" | "optimize" | "default"
+)
+```
+Der Aufgabentyp wird anhand von Schlüsselwörtern in der Benutzernachricht durch
+`_detect_task_type()` in `chat.py` ermittelt. Der Dateiinhalt wird wörtlich in einen
+XML-ähnlichen `<file>...<code>`-Block eingebettet und bei `MAX_FILE_CHARS` Zeichen
+abgeschnitten. `_extract_relevant_context()` nutzt `ast.parse()`, um nur die spezifische
+Funktion oder Klasse zurückzugeben, nach der der Benutzer fragt, anstatt die gesamte Datei.
+
+### `execution_engine.py`
+Führt Dateien in einem Subprocess mit `capture_output=True`, `text=True` und einem
+`RUN_TIMEOUT` von 30 Sekunden aus. Aktuell unterstützt:
+- `.py` — via `sys.executable` (plattformübergreifend; zeigt auf den aktuell aktiven Python-Interpreter)
+
+Rückgabe: `{"stdout": str, "stderr": str, "rc": int}`.
+
+### `search_manager.py`
+DuckDuckGo-basierte Websuche und Seitenabruf für die Chat-Ansicht. SSRF-geschützt:
+`_validate_url()` blockiert Nicht-HTTP(S)-Schemata, Loopback- und RFC-1918-private
+IP-Bereiche. `fetch_page()` extrahiert lesbaren Text via BeautifulSoup, entfernt
+`<script>`-, `<style>`-, `<nav>`- und `<footer>`-Tags und kürzt auf `MAX_PAGE_CHARS`.
+
+### `debug_logger.py`
+Richtet einen rotierenden Datei-Handler für `logs/app.log` (5 MB × 5 Backups) und eine
+separate `logs/errors.log` für `ERROR`/`CRITICAL`-Einträge ein. Verwendung im Code:
+
+```python
+from backend.managers.debug_logger import get_logger
+logger = get_logger(__name__)   # Standard-Python-Logger
+
+logger.info("Dienst gestartet")
+logger.error("Etwas ist schiefgelaufen")
+logger.exception("Unerwarteter Fehler")   # loggt Stack-Trace
+```
+
+Zusätzliche Classmethods zur sitzungsweisen Fehler-Aggregation:
+```python
+DebugLogger.log_error("Nachricht")     # loggt + hängt an _error_log-Liste an
+DebugLogger.get_errors()               # gibt Liste der Fehlermeldungen dieser Sitzung zurück
+DebugLogger.clear_errors()             # leert die In-Memory-Liste
+
+DebugLogger.format_debug_output({      # formatiert Ausführungsergebnis für die KI
+    "return_code": 1,
+    "stdout": "...",
+    "stderr": "...",
+})
+```
+
+---
+
+## Backend Agent (MCP-System)
+
+### `coding_agent.py`
+Implementiert eine **Plan → Aktion → Beobachten**-Schleife, die schrittweise durch die
+Streamlit-UI gesteuert wird. Das LLM antwortet immer mit einer strukturierten JSON-Aktion:
+
+```json
+{"thought": "...", "tool": "<tool_name>", "arguments": {"key": "value"}}
+```
+
+Wichtige Methoden:
+
+| Methode | Beschreibung |
+|---------|--------------|
+| `start_task(task)` | Setzt den gesamten Zustand zurück, befüllt History mit System + Aufgabe |
+| `propose_next_action()` | Ruft das LLM auf, parst JSON, speichert als `pending_action` |
+| `approve()` | Führt das ausstehende Tool via `dispatch_tool()` aus, loggt Ergebnis |
+| `reject(feedback)` | Injiziert Feedback + Replan-Tag in die History; `propose_next_action()` wird danach separat aufgerufen |
+| `follow_up(question)` | Fügt nach «done» eine Folgefrage ein, setzt Schleife fort |
+
+Hilfsfunktionen (Modul-Ebene):
+
+| Funktion | Beschreibung |
+|----------|--------------|
+| `truncate_result(text)` | Begrenzt Tool-Output auf `MAX_RESULT_LENGTH` (10 000 Zeichen) |
+| `trim_messages(msgs)` | Entfernt alte Turns, wenn History `MAX_HISTORY_CHARS` (80 000 Zeichen) überschreitet; System-Nachricht + Original-Aufgabe bleiben immer erhalten |
+| `_strip_code_fences(text)` | Entfernt ` ```json `- / ` ``` `-Wrapper aus LLM-Antworten |
+| `dispatch_tool(name, arguments)` | Leitet weiter an `MCPToolAdapter.call_tool()` |
+| `build_all_tool_description()` | Erstellt eine menschenlesbare Tool-Liste für den System-Prompt |
+
+### `mcp_server_adapter.py`
+Liest `mcp_server_config.json`, startet jeden Server als stdio-Subprocess (immer mit
+`sys.executable`, unabhängig vom literalen Befehl in der Konfiguration) und registriert
+alle Tools in einem flachen `tool_registry`. Verbindungen werden pro Aufruf geöffnet
+(nicht dauerhaft gehalten), da Streamlits synchrones Rerun-Modell langlebige
+async-Kontextmanager unpraktisch macht.
+
+### MCP-Server (in `servers/`)
+
+Alle drei Server sind FastMCP-Applikationen, die über stdio kommunizieren.
+
+**`mcp_server_file_search.py`** — Workspace-Dateioperationen:
+- `list_files()` — flache rekursive Auflistung
+- `get_file_tree(dir_path)` — baumförmige Verzeichnisstruktur
+- `search_files(query)` — Name- und Inhaltssuche (bis 30 Treffer)
+- `read_file(path)` — Textdatei lesen
+- `write_new_file(path, content)` — Erstellen (kein Überschreiben)
+- `create_new_directory(path)` — Verzeichnis erstellen
+
+**`mcp_server_web_search.py`** — Webzugriff:
+- `web_search(query, max_results=5)` — DuckDuckGo-Suche
+- `fetch_page(url)` — Abrufen + Text extrahieren (max. `MAX_PAGE_LENGTH` Zeichen)
+- Beide Tools nutzen SSRF-Schutz (gleiche URL-Validierung wie `search_manager.py`)
+
+**`mcp_server_code_execution.py`** — Sandbox-Python-Analyse:
+- `analyse_structure(code)` — AST-basierte Strukturzusammenfassung
+- `lint_code(code)` — pyflakes-Analyse
+- `python_code_validation(code)` — Sicherheits- + Syntaxprüfung ohne Ausführung
+- `run_python_sandboxed(code)` — Ausführung in einem Subprocess mit `PYTHONIOENCODING=utf-8`,
+  15 s Timeout, Output begrenzt auf `MAX_OUTPUT_LENGTH`
+
+---
+
+## MCP-Server-Konfiguration
+
+### Format: `backend/agent/mcp_server_config.json`
+
+```json
+{
+  "Servername": {
+    "command": "py",
+    "args": ["servers/mcp_server_beispiel.py"]
+  }
+}
+```
+
+| Feld | Pflicht | Beschreibung |
+|------|---------|--------------|
+| `command` | Ja | Ausführbare Datei (`py`, `python3`, `node`, …) — wird für Python immer durch `sys.executable` ersetzt |
+| `args` | Ja | Argumente-Array — erstes Element ist der Server-Script-Pfad relativ zu `backend/agent/` |
+| `env` | Nein | Zusätzliche Umgebungsvariablen für den Serverprozess |
+
+### Neuen MCP-Server hinzufügen
+
+1. Neues FastMCP-Script in `backend/agent/servers/` erstellen:
+   ```python
+   from mcp.server.fastmcp import FastMCP
+   mcp = FastMCP("MeinServer")
+
+   @mcp.tool()
+   def mein_tool(param: str) -> str:
+       """Tool-Beschreibung, die dem Agenten angezeigt wird."""
+       return f"Ergebnis: {param}"
+
+   if __name__ == "__main__":
+       mcp.run(transport="stdio")
+   ```
+2. Eintrag in `mcp_server_config.json` ergänzen:
+   ```json
+   "MeinServer": {
+     "command": "py",
+     "args": ["servers/mcp_server_mein_tool.py"]
+   }
+   ```
+3. Der Adapter erkennt den neuen Server beim nächsten App-Start automatisch und
+   bindet seine Tools in den System-Prompt des Agenten ein.
+
+---
+
+## Architektur-Übersicht
+
+```
+┌─────────────────────────────────────────────────────────────────┐
+│  Frontend (Streamlit)                                           │
+│  app.py ──► sidebar.py / editor.py / chat.py                   │
+│                    │                                            │
+│              state.py (alle Session-State-Schlüssel)            │
+└──────────────┬──────────────────────────────────────────────────┘
+               │ direkte Python-Aufrufe
+               ▼
+┌─────────────────────────────────────────────────────────────────┐
+│  Backend Manager                                                │
+│  FileManager  ChatManager  SystemPrompter                       │
+│  SearchManager  ExecutionEngine  DebugLogger                    │
+└──────────────┬──────────────────────────────────────────────────┘
+               │ async-Aufrufe (via _run_async-Bridge)
+               ▼
+┌─────────────────────────────────────────────────────────────────┐
+│  Coding Agent                                                   │
+│  coding_agent.py  ◄──►  mcp_server_adapter.py                  │
+│                               │ stdio (Subprocess pro Aufruf)   │
+│              ┌────────────────┼───────────────┐                 │
+│              ▼                ▼               ▼                 │
+│  mcp_server_file_search  mcp_server_web  mcp_server_code        │
+└──────────────┬──────────────────────────────────────────────────┘
+               │ lesen / schreiben
+               ▼
+┌─────────────────────────────────────────────────────────────────┐
+│  workspace/   (isoliertes Sandbox-Verzeichnis)                  │
+└─────────────────────────────────────────────────────────────────┘
+```
+
+**Async-Bridge:** Streamlit läuft synchron. Der `CodingAgent` verwendet async-Methoden
+(da die MCP-Client-Bibliothek async ist). `_run_async(coro)` in `chat.py` erstellt pro
+Aufruf eine neue Event-Loop (`asyncio.new_event_loop()`), was im Thread-Modell von
+Streamlit sicher ist, da auf dem UI-Thread keine Loop läuft.
+
+**MCP-Verbindungsmodell:** Der Adapter öffnet pro Tool-Aufruf eine neue stdio-Verbindung
+statt eine persistente Session zu halten. Das vermeidet die Komplexität langlebiger
+async-Kontextmanager über Streamlit-Reruns hinweg.
+
+---
+
+## Wichtige Designentscheidungen
+
+### Warum `get_file_tree()` statt einer flachen Dateiliste?
+Der interaktive Datei-Explorer in der Sidebar benötigt eine verschachtelte Struktur,
+um das Baum-Widget aufzubauen. Eine flache Liste würde die clientseitige Rekonstruktion
+von Eltern-Kind-Beziehungen erfordern. Der MCP-Server `mcp_server_file_search.py` stellt
+sein eigenes `list_files()`-Tool für den Agenten bereit, wo eine flache Auflistung
+für das LLM nützlicher ist.
+
+### Warum wird der System-Prompt bei jeder Nachricht neu generiert?
+Die im Editor aktive Datei kann sich zwischen Nachrichten ändern. Durch das Neuerstellen
+des Prompts hat die KI immer den aktuellen Dateikontext. Der vorhandene System-Nachrichten-Eintrag
+wird in-place aktualisiert (nicht angehängt), sodass die History stets genau eine
+System-Nachricht enthält.
+
+### Warum ist die Chat-History auf ein Sliding-Window begrenzt?
+`ChatManager._build_payload_messages()` behält die System-Nachricht und die letzten 20 Turns.
+Das verhindert, dass die Payload während langer Sitzungen das Kontextlimit des Modells
+überschreitet, während der System-Prompt immer erhalten bleibt. Der Agent hat eine eigene,
+separate Kürzungslogik (`trim_messages()`), die zusätzlich die ursprüngliche Aufgabenbeschreibung
+bewahrt.
+
+### Warum werden MCP-Tool-Verbindungen pro Aufruf geöffnet?
+Streamlit führt das gesamte Script bei jeder Benutzerinteraktion erneut aus. Eine lebende
+async-MCP-Session über Reruns hinweg zu erhalten würde entweder einen Hintergrund-Thread
+oder eine persistente asyncio-Loop erfordern — beides erhöht Komplexität und Fehleranfälligkeit.
+Verbindungen pro Aufruf sind einfacher und zuverlässiger, auf Kosten eines kleinen
+Subprocess-Start-Overheads pro Tool-Aufruf.
+
+### Warum wird Fehler-Output NICHT automatisch in den normalen Chat injiziert?
+Das automatische Einschleusen jedes Laufzeitfehlers würde die Chat-History schnell mit
+Rauschen überfluten. Stattdessen entscheidet der Benutzer selbst, wann er die KI über
+den Button «Mit KI debuggen» im Editor einbezieht. Der Agent-Mode behandelt dies anders:
+Tool-Fehler werden immer als Beobachtungen an das LLM zurückgegeben und lösen automatisches
+Replanning aus.
+
+### Warum setzt `run_python_sandboxed()` `PYTHONIOENCODING=utf-8`?
+Unter Windows ist die Standard-Konsolen-Kodierung cp1252, die Unicode-Zeichen ausserhalb
+des Latin-1-Bereichs (z. B. Emoji, CJK) nicht kodieren kann. Das Setzen von
+`PYTHONIOENCODING=utf-8` in der Subprocess-Umgebung stellt sicher, dass `print()` für
+beliebige Unicode-Inhalte korrekt funktioniert.
+
+---
+
+## Tests
+
+### Tests ausführen
 
 ```bash
-git add .
+pytest tests/ -v                           # alle Tests
-git commit -m "Your message"
+pytest tests/test_chat_manager.py -v       # einzelne Datei
-git push origin sturcture
+pytest tests/ -q                           # Kurzausgabe
 ```
+
+### Test-Architektur
+
+`conftest.py` patcht `MCPToolAdapter` auf `sys.modules`-Ebene **vor** dem Import eines
+Testmoduls. Das verhindert, dass `coding_agent.py`'s Modul-Level-Aufruf
+`asyncio.run(adapter.initialize_all_servers())` echte MCP-Subprozesse startet.
+
+| Testdatei | Getestetes Modul | Wichtige Muster |
+|-----------|-----------------|-----------------|
+| `test_chat_manager.py` | `ChatManager` | `@patch("requests.post")` für HTTP |
+| `test_coding_agent.py` | `CodingAgent` | `@pytest.mark.asyncio`, mock `_call_api` |
+| `test_debug_logger.py` | `DebugLogger` | autouse-Fixture setzt `_error_log`-Klassenvariable zurück |
+| `test_execution_engine.py` | `ExecutionEngine` | `@patch("subprocess.run")` |
+| `test_file_manager.py` | `FileManager` | `tmp_path`-Fixture, mock `st` |
+| `test_mcp_server_code_execution.py` | MCP-Code-Server | führt echten Python-Code aus |
+| `test_mcp_server_file_search.py` | MCP-Datei-Server | `monkeypatch` tauscht `ALLOWED_DIR` |
+| `test_mcp_server_web_search.py` | MCP-Web-Server | patcht `DDGS` im Server-Namespace |
+| `test_search_manager.py` | `SearchManager` | mockt DDGS-Kontextmanager + requests |
+| `test_system_prompter.py` | `SystemPrompter` | reine Funktion, kein Mocking nötig |
+
+### Async-Tests
+Die Tests in `test_coding_agent.py` verwenden `@pytest.mark.asyncio` aus `pytest-asyncio`.
+Der `MCPToolAdapter` ist vollständig via `conftest.py` gemockt, sodass kein MCP-Subprocess
+beteiligt ist.
+
+---
+
+## Umgebungsvariablen
+
+`.env.example` nach `.env` kopieren und ausfüllen:
+
+| Variable | Beschreibung | Beispiel |
+|----------|--------------|---------|
+| `HOST` | Hostname des LLM-API-Endpunkts | `localhost` |
+| `PORT` | Port des LLM-API-Endpunkts | `8000` |
+| `API_KEY` | Bearer-Token — `EMPTY` für offene Endpunkte verwenden | `sk-...` |
+| `MODEL` | Modellname, der in API-Payloads gesendet wird | `mistral-7b` |
+
+Die App funktioniert mit jedem OpenAI-kompatiblen API-Endpunkt (vLLM, Ollama mit
+OpenAI-Shim, OpenAI selbst usw.).
+
+---
+
+## Einsatz von KI-Werkzeugen
+
+Während der Entwicklung wurden KI-Assistenten (Claude, GitHub Copilot) als
+Werkzeuge eingesetzt — vergleichbar mit der Nutzung von Dokumentation, Stack Overflow
+oder einer IDE mit Autocomplete.
+
+Konkret bedeutet das:
+- **Eigenständige Konzeption und Architektur**: Die Gesamtarchitektur (Schichtentrennung
+  Frontend / Manager / Agent), die Designentscheidungen und die Aufteilung in Komponenten
+  wurden selbst erarbeitet und geplant.
+- **Implementierung mit Unterstützung**: Boilerplate-Code, Docstrings und einzelne
+  Hilfsfunktionen wurden teils mit KI-Unterstützung geschrieben, verstanden und
+  anschliessend in das Projekt integriert.
+- **MCP-Integration und Chat-Logik**: Für das Model Context Protocol und den
+  Chat-Assistenten haben wir uns an den Kursbeispielen des Dozenten orientiert und
+  diese als Ausgangsbasis adaptiert und erweitert.
+- **Debugging und Refactoring**: KI wurde als Gesprächspartner genutzt, um Fehler zu
+  analysieren und Lösungsansätze zu diskutieren — die Entscheidungen wurden jedoch
+  eigenständig getroffen und umgesetzt.
+
+Der gesamte Code wurde von uns gelesen, verstanden und bewusst eingesetzt.
+Unkritisch übernommener oder nicht verstandener Code wurde nicht ins Projekt aufgenommen.

backend/agent/coding_agent.py

@@ -18,18 +18,19 @@ import os
 import re
 from pathlib import Path
 import asyncio
-import pprint
 
 import requests
 from dotenv import load_dotenv
-#from mcp_server_adapter import MCPToolAdapter  # Import from current directory for easier testing without package structure
 from backend.agent.mcp_server_adapter import MCPToolAdapter
 
+from backend.managers.debug_logger import get_logger
+logger = get_logger(__name__)
+
 # ── mcp server initialization ────────────────────────────────────────────────────────────────
 adapter = MCPToolAdapter()
-print("MCPToolAdapter created. Listing all tools from servers...")
+logger.info("MCPToolAdapter created. Listing all tools from servers...")
 asyncio.run(adapter.initialize_all_servers())
-print("listed tools from all servers")
+logger.info("Listed tools from all servers")
 
 load_dotenv()
 
@@ -49,40 +50,63 @@ MAX_HISTORY_CHARS = 80_000
 # ═════════════════════════════════════════════════════════════════════════════
 
 def build_all_tool_description() -> str:
-    """Get relevant tools from the MCP servers based on the query."""
+    """Build a formatted string listing every registered MCP tool.
 
+    The returned string is embedded verbatim in the SYSTEM_PROMPT so the LLM
+    knows which tools exist and what arguments they expect.
+
+    Returns:
+        Newline-separated list of tool descriptions in the format
+        ``"- <tool_name>: <description>"``.
+    """
     all_tools = adapter.get_all_tools()
-    print(f"Building tool description for {len(all_tools)} tools.")
+    logger.info("Building tool description for %s tools.", str(len(all_tools)))
 
     descriptions = []
     for tool in all_tools:
-        pprint.pprint(f"{tool}")
         descriptions.append(f"- {tool['tool_name']}: {tool['tool_description']}")
 
     return "\n".join(descriptions)
 
 async def dispatch_tool(tool_name: str, arguments: dict) -> str:
-    """Call a tool by name with the given arguments using the MCP adapter."""
+    """Execute a named tool and return its output as a plain string.
 
+    Handles the special "done" pseudo-tool locally (it signals completion and
+    is never forwarded to an MCP server).  All other tools are forwarded to the
+    MCPToolAdapter which routes them to the correct MCP server process.
+
+    Args:
+        tool_name: Name of the tool to execute (e.g. "write_file", "done").
+        arguments: Dict of arguments for the tool.
+
+    Returns:
+        The tool's text output, a "DONE: ..." completion message, or an error
+        string beginning with "Tool error:" / "Error calling tool:" on failure.
+    """
     if tool_name == "done":
-        # Handle the "done" tool locally since it's not an MCP tool
+        # The "done" tool is a sentinel — it lives only in the agent protocol,
+        # not in any MCP server, so we resolve it directly here.
         summary = arguments.get("summary", "Task completed.")
         return f"DONE: {summary}"
 
     try:
-        print(f"Trying to call tool '{tool_name}' in dispatch_tool through MCPToolAdapter...")
+        logger.info("Calling tool '%s' in dispatch_tool through MCPToolAdapter...", tool_name)
         result = await adapter.call_tool(tool_name, arguments)
 
-        print(f"Raw result from tool '{tool_name}': {result}")
+        logger.info("Result from tool '%s' received", tool_name)
 
         if result.isError:
+            # MCP servers signal tool-level errors via the isError flag rather
+            # than raising exceptions, so we surface them explicitly.
             texts = [block.text for block in result.content if block.type == "text"]
+            logger.warning("Result from '%s' is Error", tool_name)
             return f"Tool error: {' '.join(texts)}"
 
         texts = [block.text for block in result.content if block.type == "text"]
         return "\n".join(texts)
 
     except Exception as e:
+        logger.exception("Error calling tool '%s' with argument: %s", tool_name, arguments)
         return f"Error calling tool '{tool_name}': {e}"
 
 # ═════════════════════════════════════════════════════════════════════════════
@@ -143,6 +167,7 @@ Example:
   - After validation passes, run it with run_python to verify correctness.
   - If an error occurs, analyse it and try to fix it (up to 3 retries).
   - Stay within the workspace directory.
+  - Never use emojis, umlauts (ä, ö, ü, Ä, Ö, Ü, ß), or any non-ASCII characters in string literals or print() calls — the execution environment uses cp1252 encoding which cannot handle them.
   - When the task is fully complete, call the "done" tool.
   - If you receive a <human_message>, acknowledge it and adjust your plan.
   - If you receive a <replan> tag, revise your plan before choosing the next tool.
@@ -156,6 +181,7 @@ Example:
 
 def truncate_result(result: str) -> str:
     """Truncate a tool result that exceeds MAX_RESULT_LENGTH."""
+    logger.info("Result has been truncated")
     if len(result) <= MAX_RESULT_LENGTH:
         return result
     half = MAX_RESULT_LENGTH // 2
@@ -167,23 +193,35 @@ def truncate_result(result: str) -> str:
 
 
 def trim_messages(messages: list) -> list:
-    """Drop old messages when history exceeds MAX_HISTORY_CHARS.
+    """Kürzt die Konversations-History wenn sie das Kontextfenster überschreitet.
-    Always keeps the system prompt (index 0) and original task (index 1).
+
+    Behält immer den System-Prompt (Index 0) und die ursprüngliche Aufgabe (Index 1).
+    Entfernt die ältesten Nachrichten zuerst und injiziert danach einen Erinnerungs-
+    Hinweis damit der Agent den Überblick behält.
+
+    Args:
+        messages: Vollständige Konversations-History als Liste von {role, content} Dicts.
+
+    Returns:
+        Gekürzte History mit maximal MAX_HISTORY_CHARS Zeichen, immer mit Head + Reminder + Tail.
     """
+    logger.info("Message is being trimmed")
+
     total = sum(len(m["content"]) for m in messages)
     if total <= MAX_HISTORY_CHARS:
         return messages
 
+    # Protect the two anchor messages that must never be discarded.
     head = messages[:2]
     tail = messages[2:]
     original_task = messages[1]["content"] if len(messages) > 1 else ""
 
-    # Drop the oldest messages first (index 2 onwards) until we are under the limit.
+    # Drop the oldest non-anchor messages first until we are under the limit.
-    # The system prompt (0) and original task (1) are never dropped.
     while tail and sum(len(m["content"]) for m in head + tail) > MAX_HISTORY_CHARS:
         tail.pop(0)
 
-    # Inject a reminder so the agent doesn't lose track of its goal after trimming.
+    # After trimming, inject a reminder so the agent doesn't lose track of its goal.
+    # Without this the agent might restart the task or repeat work it already did.
     reminder = {
         "role": "user",
         "content": (
@@ -196,13 +234,22 @@ def trim_messages(messages: list) -> list:
     return head + [reminder] + tail
 
 def _repair_json_strings(text: str) -> str:
-    """
+    """Replace unescaped control characters inside JSON string values.
-    Replace unescaped control characters (newline, tab, carriage return)
-    inside JSON string values with their proper escape sequences.
 
-    LLMs frequently emit literal newlines inside long string values, which
+    LLMs frequently emit literal newlines, tabs, or carriage-returns inside
-    is invalid JSON. This function fixes that without touching structural
+    long string values (e.g. code content), which is invalid JSON.  This
-    whitespace outside strings.
+    function replaces those characters with their proper ``\\n`` / ``\\t`` /
+    ``\\r`` escape sequences without touching structural whitespace that lives
+    outside of string literals.
+
+    The parser is a simple state-machine that tracks whether the current
+    character is inside a quoted string, respecting backslash escapes.
+
+    Args:
+        text: Raw JSON text that may contain unescaped control characters.
+
+    Returns:
+        Repaired JSON text with control characters properly escaped inside strings.
     """
     result: list[str] = []
     in_string = False
@@ -210,6 +257,8 @@ def _repair_json_strings(text: str) -> str:
     _escapes = {'\n': '\\n', '\r': '\\r', '\t': '\\t'}
     for ch in text:
         if escape:
+            # The previous character was a backslash — emit this char literally
+            # and reset the escape flag.
             result.append(ch)
             escape = False
             continue
@@ -218,10 +267,12 @@ def _repair_json_strings(text: str) -> str:
             escape = True
             continue
         if ch == '"':
+            # Toggle string-mode on every unescaped double quote.
             in_string = not in_string
             result.append(ch)
             continue
         if in_string and ch in _escapes:
+            # Replace the bare control character with its escape sequence.
             result.append(_escapes[ch])
             continue
         result.append(ch)
@@ -285,13 +336,25 @@ def extract_json(text: str) -> str:
 
 
 def _strip_code_fences(text: str) -> str:
-    """Remove markdown code fences (```json ... ```) from a string."""
+    """Remove a single wrapping markdown code fence from a string.
+
+    Handles both `` ```json `` and plain `` ``` `` opening fences.  If the text
+    does not start with a fence the string is returned unchanged.
+
+    Args:
+        text: Raw LLM response that may be wrapped in a markdown code block.
+
+    Returns:
+        The text with the opening fence line and optional closing `` ``` `` line
+        removed, stripped of surrounding whitespace.
+    """
     if text is None:
         return ""
 
     text = text.strip()
     if text.startswith("```"):
         lines = text.split("\n")
+        # Omit the last line only if it is a closing fence; otherwise keep everything.
         end = -1 if lines[-1].strip() == "```" else len(lines)
         text = "\n".join(lines[1:end])
     return text.strip()
@@ -328,9 +391,7 @@ class CodingAgent:
         self.api_key = os.getenv("API_KEY")
         self.model   = os.getenv("MODEL")
 
-    #async def _call_api(self, messages: list) -> str:
     def _call_api(self, messages: list) -> str:
-
         """Make a raw API call and return the response content string."""
         
         headers = {"Content-Type": "application/json"}
@@ -340,21 +401,34 @@ class CodingAgent:
         payload = {
             "model": self.model,
             "messages": messages,
-            "temperature": 0.2,   # low temperature → deterministic, more reliable tool calls
+            # Low temperature keeps the agent's tool selections deterministic and
+            # reduces the chance of hallucinated tool names or argument formats.
+            "temperature": 0.2,
             "max_tokens": 4096,
             "stream": False,
         }
 
-        response = requests.post(self.api_url, headers=headers, json=payload, timeout=60)
+        try:
-
+            response = requests.post(
-        if response.status_code != 200:
+                self.api_url, 
-            raise Exception(f"API Error {response.status_code}: {response.text}")
+                headers=headers, 
+                json=payload, 
+                timeout=60)
+            response.raise_for_status()
+            logger.info("LLM API response requested")
+        except requests.RequestException as exc:
+            logger.exception("API Error; HTTP-Fehler: %s", exc)
+            raise Exception(f"HTTP-Fehler: {exc}") from exc
         
         data = response.json()
         if "choices" in data and len(data["choices"]) > 0:
+            logger.info("valid API output, data returned")
             return data["choices"][0]["message"]["content"]
+        
+        logger.error("Invalid API response format")
         raise Exception("Invalid API response format")
     
+
     # ── Public interface ──────────────────────────────────────────────────────
 
     def start_task(self, task: str) -> None:
@@ -366,6 +440,7 @@ class CodingAgent:
         self.pending_action = None
         self.is_done        = False
         self.iteration      = 0
+        logger.info("New ask initialized")
 
     async def propose_next_action(self) -> dict:
         """Ask the LLM what to do next.
@@ -392,6 +467,7 @@ class CodingAgent:
             raw = _strip_code_fences(raw)
             cleaned = extract_json(raw)
             action = json.loads(cleaned)
+            logger.info("Propose next action successfull")
         except json.JSONDecodeError:
             action = {
                 "thought": "Could not parse LLM response as JSON.",
@@ -399,6 +475,7 @@ class CodingAgent:
                 "arguments": {"summary": "Stopped: JSON parse error."},
             }
             raw = json.dumps(action)
+            logger.critical("Parsing API response into valid JASON failed in Step 'propose_next_action'")
         except Exception as e:
             action = {
                 "thought": f"API call failed: {e}",
@@ -406,6 +483,7 @@ class CodingAgent:
                 "arguments": {"summary": f"Stopped: {e}"},
             }
             raw = json.dumps(action)
+            logger.critical("API call faliled in Step %s: %s", self.iteration, e)
 
         self.pending_action = {"raw": raw, "action": action}
         return action
@@ -428,6 +506,8 @@ class CodingAgent:
         self.messages.append({"role": "assistant", "content": raw})
         self.pending_action = None
 
+        logger.info("Messages prepared after approval")
+
         # Handle completion
         if tool_name == "done":
             self.is_done = True
@@ -441,6 +521,7 @@ class CodingAgent:
         # Execute the tool
         result = await dispatch_tool(tool_name, arguments)
         result = truncate_result(result)
+        logger.info("Tool called and result truncated")
 
         # Wrap the tool output in an XML tag so the LLM can easily find it.
         # Append a <replan> tag on errors to force the agent to reconsider
@@ -452,6 +533,7 @@ class CodingAgent:
                 "Re-examine your plan: what went wrong and what should you do differently? "
                 "State your revised plan in your next thought.</replan>"
             )
+            logger.warning("Error Message in the tool result, replan-feedback will appended")
 
         self.messages.append({"role": "user", "content": feedback})
 
@@ -479,6 +561,7 @@ class CodingAgent:
                 "address their question accordingly.</replan>"
             ),
         })
+        logger.info("Follow-up message appended.")
 
     def reject(self, feedback: str) -> None:
         """Reject the pending action and inject user feedback.
@@ -505,39 +588,4 @@ class CodingAgent:
             ),
         })
         self.pending_action = None
-
+        logger.info("Rejection message appended.")
-def main():
-    """Example of how to use the CodingAgent in a simple loop."""
-    agent = CodingAgent()
-    task = "Write a Python function that returns the nth Fibonacci number."
-    agent.start_task(task)
-
-    if agent.pending_action:
-        print(f"Initial proposed action: {agent.pending_action['action']}")
-
-
-    while not agent.is_done:
-        action = asyncio.run(agent.propose_next_action())
-        print(f"Proposed action: {action}")
-
-        if action["tool"] == "done":
-            print("Task completed.")
-            break
-        else:
-            user_feedback = input("Approve this action? (y/n) ")
-            if user_feedback.lower() == "y":
-                result = asyncio.run(agent.approve())
-                print(f"Tool result: {result}")
-            elif user_feedback.lower() == "n":
-                feedback = input("Enter feedback for the agent: ")
-                agent.reject(feedback)
-
-
-        if result["is_done"]:
-            print("Task completed.")
-            break
-
-if __name__ == "__main__":
-    main()
-
-

backend/agent/mcp_server_adapter.py

@@ -1,3 +1,15 @@
+"""Adapter layer between the CodingAgent and one or more MCP tool servers.
+
+MCPToolAdapter reads a JSON config file that lists MCP server processes, spawns
+each process via stdio, queries its available tools, and stores them in a flat
+registry.  At call time it re-spawns the appropriate server process, executes
+the requested tool, and returns the raw MCP result object.
+
+Design note: connections are opened per-call (not kept alive) because Streamlit
+reruns make it impractical to maintain long-lived async context managers across
+the synchronous/asynchronous boundary.
+"""
+
 import asyncio
 import json
 import sys
@@ -7,38 +19,67 @@ from pathlib import Path
 from mcp import ClientSession, StdioServerParameters
 from mcp.client.stdio import stdio_client
 
+from backend.managers.debug_logger import get_logger
+logger = get_logger(__name__)
+
 class MCPToolAdapter:
+    """Discovers and dispatches MCP tools from one or more stdio-based MCP servers.
+
+    Workflow:
+        1. Call ``initialize_all_servers()`` once at startup to populate the
+           tool registry from every server listed in the config file.
+        2. Call ``get_all_tools()`` to retrieve the registry for building the
+           system-prompt tool description.
+        3. Call ``call_tool(name, arguments)`` whenever the agent wants to
+           execute a tool.  The adapter resolves the owning server, opens a
+           fresh connection, and returns the MCP result object.
+
+    Attributes:
+        config_path: Path (relative to this file) of the JSON server config.
+        servers: Dict mapping server name → raw config params dict.
+        tool_registry: Flat list of registered tool dicts, each containing
+            "server", "tool_name", and "tool_description".
+    """
+
     def __init__(self, config_path: str = "mcp_server_config.json"):
         self.config_path = config_path
         self.servers: Dict[str, Dict] = {}
-        #self.exit_stack: Dict[str, Any] = {}
         self.tool_registry: List[Dict[str, Any]] = []
 
     def _load_config(self) -> Dict[str, Any]:
-        """Lädt die Server-Konfiguration aus der JSON-Datei."""
+        """Load the MCP server configuration from the JSON file next to this module.
+
+        Returns:
+            Parsed config dict, or an empty dict if the file is missing or invalid.
+        """
         path = Path(__file__).parent / self.config_path
         if not path.exists():
-            print(f"Config file not found: {path}")
+            logger.warning("Config file not found: %s", path)
             return {}
 
         try:
             with open(path, 'r') as f:
-                return json.load(f)
+                config_file = json.load(f)
+                logger.info("MCP-Server config loaded successfully")
+                return config_file
         except json.JSONDecodeError as e:
-            print(f"Error decoding JSON config: {e}")
+            logger.critical("Error decoding JSON from server config: %s", e)
             return {}
 
     async def initialize_all_servers(self):
         """Lädt die Konfiguration und fragt alle Server ab, um die Tools zu registrieren."""
-        print("Initializing MCP sessions...")
         config = self._load_config()
-        print(f"Loaded config for servers: {list(config.keys())}")
+        logger.info("Loaded config for servers: %s", list(config.keys()))
 
         for server_name, params in config.items():
-            print(f"Testing connection to {server_name}...")
+            logger.info("Initializing connection to %s", server_name)
 
             self.servers[server_name] = params
             server_script = str(Path(__file__).parent / params["args"][0])
+
+            # Always use the current Python interpreter so the server runs in the
+            # same virtual environment as the adapter, regardless of the literal
+            # command string in the config ("py", "python", "python3").
             if params.get("command") in ["py", "python", "python3"]:
                 server_command = sys.executable
             else:
@@ -50,19 +91,17 @@ class MCPToolAdapter:
             )
 
             try:
-               # Verbindung aufbauen
                 async with stdio_client(server_params) as (read_stream, write_stream):
-                    print(f"Connected to {server_name}. Initializing session...")
+                    logger.info("Connected to %s. Initializing session...", server_name)
                     async with ClientSession(read_stream, write_stream) as session:
                         await session.initialize()
-                        print(f"Session initialized for {server_name}. Requesting tools...")
+                        logger.info("Session initialized for %s. Requesting tools...", server_name)
                         result = await session.list_tools()
-                        print(f"Tools received from {server_name}: {result}")
                         tools = result.tools
-                print(f"Tools received from {server_name}: {result}")
+                logger.info("Tools received from %s: %s Tools", server_name, str(len(tools)))
-                #tools = getattr(result, 'tools', [])
 
                 for tool in tools:
+                    # Build a human-readable parameter description for the system prompt.
                     t_params = tool.inputSchema.get("properties", {})
                     if t_params:
                         param_lines = []
@@ -76,32 +115,44 @@ class MCPToolAdapter:
 
                     t_definition = f"- {tool.name}: {tool.description}\nParameters:\n{param_str}"
 
-
                     self.tool_registry.append({
                         "server": server_name,
                         "tool_name": tool.name,
                         "tool_description": t_definition
                     })
 
-                    print(f"Registered tool '{tool.name}' from {server_name}.")
+                    logger.info("Registered tool '%s' from %s.", tool.name, server_name)
-                
-                print(f"Session for {server_name} ready. {len(tools)} tools found.")
-
 
             except Exception as e:
-                print(f"Failed to initialize {server_name}: {e}")
+                logger.exception("Failed to initialize %s: %s", server_name, str(e))
 
     def get_all_tools(self) -> List[Dict[str, Any]]:
-        """Gibt alle gesammelten Tools zurück."""
+        """Return the full list of registered tools across all servers.
+
+        Returns:
+            List of dicts, each with keys "server", "tool_name", "tool_description".
+        """
         return self.tool_registry
 
     async def call_tool(self, tool_name: str, arguments: Dict[str, Any]):
-        """Findet den richtigen Server für ein Tool und führt es aus."""
+        """Look up a tool in the registry, connect to its server, and execute it.
-        # Suche in der Registry nach dem passenden Server
+
+        Opens a fresh stdio connection for every call.  This is intentionally
+        stateless so that server crashes or restarts are fully transparent.
+
+        Args:
+            tool_name: Name of the tool to call (must be in the registry).
+            arguments: Key-value arguments passed verbatim to the MCP server.
+
+        Returns:
+            The raw MCP ``CallToolResult`` object on success, or an error string
+            if the tool is not found or the server raises an exception.
+        """
+        # Look up which server owns this tool.
         tool_entry = next((t for t in self.tool_registry if t["tool_name"] == tool_name), None)
 
         if not tool_entry:
-            print(f"Tool '{tool_name}' not found in MCP adapter registry.")
+            logger.warning("Tool '%s' not found in MCP adapter registry.", tool_name)
             return f"Error: Tool '{tool_name}' not found in registry."
 
         server_name = tool_entry["server"]
@@ -109,6 +160,7 @@ class MCPToolAdapter:
 
         if s_params:
             server_script = str(Path(__file__).parent / s_params["args"][0])
+            # Normalise the interpreter command the same way as in initialize_all_servers().
             if s_params.get("command") in ["py", "python", "python3"]:
                 server_command = sys.executable
             else:
@@ -123,24 +175,15 @@ class MCPToolAdapter:
                 async with stdio_client(server_params) as (read_stream, write_stream):
                     async with ClientSession(read_stream, write_stream) as session:
                         await session.initialize()
+                        logger.info("Session successfully initialized, calling tool '%s' on server '%s", tool_name, server_name)
                         result = await session.call_tool(tool_name, arguments)
                 return result
             except Exception as e:
+                logger.exception("Error calling tool '%s' on server '%s': %s", tool_name, server_name, str(e))
                 return f"Error calling tool '{tool_name}' on server '{server_name}': {str(e)}"
 
-        return f"Error: Session for server '{server_name}' not active."
-
-    async def shutdown_all_sessions(self):
-        """Schließt alle offenen Verbindungen sauber."""
-        for server_name, (transport_gen, session) in self.exit_stack.items():
-            try:
-                await session.__aexit__(None, None, None)
-                await transport_gen.__aexit__(None, None, None)
-                print(f"Session for {server_name} shut down.")
-            except Exception as e:
-                print(f"Error during shutdown of {server_name}: {e}")
-
 def main():
+    """Debug Function for Tool-Registry"""
     adapter = MCPToolAdapter()
     asyncio.run(adapter.initialize_all_servers())
     print("All servers initialized. Registered tools:")

backend/agent/mcp_server_adapter_RAG.py

@@ -1,114 +0,0 @@
-import  asyncio
-import json
-# import os
-import numpy as np
-from typing import List, Dict, Any
-from pathlib import Path
-
-from sentence_transformers import SentenceTransformer # embedder
-from mcp import ClientSession, StdioServerParameters
-from mcp.client.stdio import stdio_client
-
-class MCPToolRAGAdapter:
-    def __init__ (self, config_path: str = "mcp_server_config.json"):
-        self.config_path = config_path
-        self.tools = []
-        self.toolnames = []
-        self.embedder = SentenceTransformer('all-MiniLM-L6-v2') # for embedding tool descriptions
-        self.sessions = {}
-        self.exit_stack = {}
-        self.tool_registry = {}
-        self.tool_embeddings = None
-    
-    def _load_config(self) -> Dict[str, Any]:
-        config_path = Path(__file__).parent / self.config_path
-        if not config_path.exists():
-            return {}
-        
-        try:
-            with open(self.config_path, 'r') as f:
-             return json.load(f)
-        except json.JSONDecodeError as e:
-            print(f"Error decoding JSON config: {e}")
-            return {}
-    
-    async def initialize_all_sessions(self):
-        """Initialize all MCP sessions defined in the config file and index their tools."""
-        config = self._load_config()
-        for server_name, params in config.items():
-            print(f"initializing session for {server_name} with params: {params}")
-            server_params = StdioServerParameters(
-                commanf=params["command"],
-                args=params.get("args", []),
-                # env=params.get("env", {}),
-            )
-            
-            # Verbindung aufbauen (Kontext-Manager manuell handhaben für Langzeit-Sessions)
-            transport_gen = stdio_client(server_params)
-            read, write = await transport_gen.__aenter__()
-            session = ClientSession(read, write)
-            await session.__aenter__()
-            await session.initialize()
-
-            self.sessions[server_name] = session
-            self.exit_stack[server_name] = (transport_gen, session)    # Zum späteren sauberen Schließen speichern
-            print(f"Session for {server_name} initialized successfully.")
-
-            # call tools and index thme
-            result = await session.list_tools()
-            tools = result.get("tools", [])
-
-            for tool in tools:
-                self.tool_registry.append({
-                    "server": server_name,
-                    "tool_name": tool["name"],
-                    "definition": tool,
-                    "search_text": f"{tool['name']}: {tool.get('description', '')}",
-                })
-                self.tool_names.append(tool["name"])
-            
-        # embeddings for all tools in this session
-        if self.tool_registry:
-            texts = [t["search_text"] for t in self.tool_registry]
-            self.tool_embeddings = self.embedder.encode(texts)
-            print(f"Indexing completed. {len(texts)} tools ready.")
-
-    def get_relevant_tools(self, query: str, top_k: int = 5) -> List[Dict[str, Any]]:
-        """Given a user query, return the most relevant tools based on semantic similarity."""
-        if not self.tool_embeddings or not self.tool_registry:
-            print("No tools indexed yet.")
-            return []
-        
-        query_embedding = self.embedder.encode([query])
-        similarities = np.dot(self.tool_embeddings, query_embedding.T).flatten()
-        top_indices = np.argsort(similarities)[-top_k:][::-1]
-
-        relevant_tools = [self.tool_registry[i] for i in top_indices]
-
-        return relevant_tools
-    
-    async def call_tool(self, tool_name: str, arguments: Dict):
-        """ Finds the right server for the tool and calls it with the provided arguments. """
-        for item in self.tool_registry:
-            if item["definition"].name == tool_name:
-                server_name = item["server"]
-                session = self.sessions.get(server_name)
-                if session:
-                    try:
-                        result = await session.call_tool(tool_name, arguments)
-                        return result
-                    except Exception as e:
-                        print(f"Error calling tool {tool_name} on server {server_name}: {e}")
-                        return f"Error calling tool: {e}"
-        
-        return f"Tool '{tool_name}' not found in registry."
-    
-    async def shutdown_all_sessions(self):
-        """Gracefully shutdown all MCP sessions."""
-        for server_name, (transport_gen, session) in self.exit_stack.items():
-            try:
-                await session.__aexit__(None, None, None)
-                await transport_gen.__aexit__(None, None, None)
-                print(f"Session for {server_name} shut down successfully.")
-            except Exception as e:
-                print(f"Error shutting down session for {server_name}: {e}")

backend/agent/mcp_server_config.json

@@ -5,10 +5,7 @@
 
 "WebSearchServer": {
     "command": "py",
-    "args": ["servers/mcp_server_web_search.py"],
+    "args": ["servers/mcp_server_web_search.py"]
-    "env": {
-        "DDGS_API_KEY": "your_ddgs_api_key_here"
-    }
 },
 
 "CodeExecutionServer": {

backend/agent/servers/mcp_server_code_execution.py

@@ -1,35 +1,34 @@
+"""MCP server that provides sandboxed Python code execution tools.
+
+Exposes the following MCP tools to the CodingAgent:
+  - analyse_structure   — AST-based structural summary of Python code
+  - lint_code           — pyflakes static analysis
+  - list_sandbox_packages — list packages installed in the sandbox venv
+  - install_package_into_sandbox — pip install into the sandbox venv
+  - reset_sandbox       — wipe and recreate the sandbox venv
+  - run_python_code_sandboxed — execute Python code inside the sandbox
+  - python_code_validation — syntax + safety check without execution
+
+The sandbox is an isolated virtual environment created on first use.
+All code submitted for execution is first checked by a static analyser that
+blocks dangerous imports and builtins before spawning any subprocess.
+"""
+
 import ast
-from datetime import datetime
+import os
 import subprocess
+import sys
+
 import io
-from pyflakes.api import check
+from pyflakes.api import check          # For linting Code
-from pyflakes.reporter import Reporter
+from pyflakes.reporter import Reporter  # For linting Code
 from mcp.server.fastmcp import FastMCP
-from pathlib import Path
-import venv
-import shutil
 
-# ── Sandbox venv ────────────────────────────────────────────────────────────
+#from backend.managers.debug_logger import get_logger
-SERVER_BASE_DIR = Path(__file__).parent.resolve()
+#logger = get_logger(__name__)
-SANDBOX_DIR = SERVER_BASE_DIR / ".mcp_sandbox"
-WORKSPACE_DIR = SERVER_BASE_DIR.parent.parent.parent.parent / "workspace"
-
-def get_sandbox_paths():
-    """Bestimmt die Executables innerhalb der Venv ohne os-Modul."""
-    if not SANDBOX_DIR.exists():
-        venv.create(SANDBOX_DIR, with_pip=True)
-    
-    bin_folder = "Scripts" if Path("C:/").exists() else "bin" # Einfacher Check für Windows
-    
-    python_exe = SANDBOX_DIR / bin_folder / "python"
-    pip_exe = SANDBOX_DIR / bin_folder / "pip"
-    
-    return str(python_exe), str(pip_exe)
-
-PYTHON_EXE, PIP_EXE = get_sandbox_paths()
 
 # ── Configuration ────────────────────────────────────────────────────────────
-EXEC_TIMEOUT = 10        # seconds before killing the subprocess
+EXEC_TIMEOUT = 15         # seconds before killing the subprocess
 MAX_OUTPUT_LENGTH = 3000  # max characters of stdout+stderr to return
 
 # ── Create the MCP server ────────────────────────────────────────────────────
@@ -68,6 +67,9 @@ FORBIDDEN_SEQUENCES = ["../", "..\\", "/etc/", "/dev/",
                        "C:\\Windows", "C:\\Program Files", "C:\\Users", 
                        "compile(", "__import__", "os.", "sys.", "subprocess."]
 
+"""
+Pre-installed Packages in Sandbox: "pygame", "numpy", "pandas"    
+"""
 # ── Static Analysis ────────────────────────────────────────────────────
 def check_code_safety(code: str) -> str | None:
     """
@@ -80,10 +82,13 @@ def check_code_safety(code: str) -> str | None:
         str or None
         Error message if forbidden code found, None if safe.
     """
+    #logger.info("Checking code safety.")
         
     try:
         tree = ast.parse(code)
+        #logger.info("Code has valid Syntax")
     except SyntaxError as e:
+        #logger.exception("SyntaxError: %s", e)
         return f"SyntaxError: {e}"
     
     for node in ast.walk(tree):
@@ -91,6 +96,7 @@ def check_code_safety(code: str) -> str | None:
             for alias in node.names:
                 top_level_module = alias.name.split('.')[0]
                 if top_level_module in BLOCKED_IMPORTS:
+                    #logger.warning("Blocked import '%s'", alias.name)
                     return (f"Blocked import: Import of '{alias.name}' is not allowed."
                             f"line {node.lineno}")
 
@@ -98,16 +104,19 @@ def check_code_safety(code: str) -> str | None:
             if node.module:
                 top_level = node.module.split(".")[0]
                 if top_level in BLOCKED_IMPORTS:
+                    #logger.warning("Blocked import from '%s'", alias.name)
                     return (f"Blocked import: Import from '{node.module}' is not allowed."
                             f"(module '{top_level}' is blocked) line {node.lineno}")
 
         elif isinstance(node, ast.Call):
             if isinstance(node.func, ast.Name):
                 if node.func.id in BLOCKED_BUILTINS:
+                    #logger.warning("Blocked ubiltin '%s'", node.func.id)
                     return f"Blocked builtin: Use of builtin '{node.func.id}' is not allowed."
     
     for seq in FORBIDDEN_SEQUENCES:
         if seq in code:
+            #logger.warning("Suspect path sequence '%s' detected.", seq)
             return f"Blocked: Suspect path sequence '{seq}' detected."
         
     return None  # No violations found
@@ -122,11 +131,16 @@ def analyse_structure(code: str) -> str:
     Returns:
         A summary of the code's structure, including functions, classes, and imports.
     """
+    #logger.info("Tool analyse_structure is being executed on MCP code execution server")
+
     try:
         tree = ast.parse(code)
+        #logger.info("Code tree parsed successfully")
     except SyntaxError as e:
+        #logger.warning("Syntax Error in provided code. Line %s : %s", e.lineno, e.msg)
         return f"Syntax Error: Invalid Python code provided. Line {e.lineno}: {e.msg}"
     except Exception as e:
+        #logger.exception("Error parsing code: %s", str(e))
         return f"Error parsing code: {str(e)}"
 
     analysis = {
@@ -182,6 +196,7 @@ def analyse_structure(code: str) -> str:
             lines.append(f"  - def {func['name']}({args_str})")
 
     if not any([analysis["imports"], analysis["classes"], analysis["functions"]]):
+        #logger.info("Code analysis successfull but no top-level items found")
         return "Analysis complete: No top-level imports, classes, or functions found."
 
     return "\n".join(lines)
@@ -198,6 +213,8 @@ def lint_code(code: str) -> str:
     Returns:
         A report of linting issues or a success message if the code is clean.
     """
+    #logger.info("Tool lint_code is being executed on MCP code execution server")
+    
     error_buffer = io.StringIO()
     warning_buffer = io.StringIO()
     
@@ -205,7 +222,9 @@ def lint_code(code: str) -> str:
     
     try:
         check(code, filename="<agent_code>", reporter=reporter)
+        #logger.info("Linting successfull")
     except Exception as e:
+        #logger.exception("Critical error during linting: %s", str(e))
         return f"Critical error during linting: {str(e)}"
 
     errors = error_buffer.getvalue().strip()
@@ -213,6 +232,7 @@ def lint_code(code: str) -> str:
 
     # Ergebnis-String zusammenbauen
     if not errors and not warnings:
+        #logger.info("No issues found")
         return "Linting complete: No issues found. The code is syntactically sound."
 
     report = ["--- Linting Report ---"]
@@ -227,88 +247,11 @@ def lint_code(code: str) -> str:
 
     report.append("\nAdvice: Please fix these issues before attempting to execute the code.")
     
+    #logger.info("There are issues with provided code. Check Report: %s", "\n".join(report))
     return "\n".join(report)
 
-
 @mcp.tool()
-def list_sandbox_packages() -> str:
+def run_python_sandboxed(code: str) -> str:
-    """
-    Lists all Python-Packages, that are installed in the Sandbox and their Version.
-    Helpful to determine if packages like 'pygame', 'numpy' or similair are already available
-    """
-    try:
-        result = subprocess.run(
-            [PIP_EXE, "list"],
-            capture_output=True,
-            text=True,
-            timeout=10
-        )
-        
-        if result.returncode != 0:
-            return f"Error while listing the packages: {result.stderr}"
-        
-        if not result.stdout.strip():
-            return "The Sandbox environment is empty (only Standard-Libraries are available)."
-            
-        return f"Installed Packages: {result.stdout}"
-        
-    except Exception as e:
-        return f"Error trying to list packages from the Sandbox venv: {str(e)}"
-
-
-@mcp.tool()
-def install_package_into_sandbox(package_name: str) -> str:
-    """
-    Install a Python package into the sandbox environment using pip.
-
-    Args:
-        package_name: The name of the package to install (e.g., "requests").
-
-    Returns:
-        A success message or an error message if installation fails.
-    """
-    clean_name = "".join(e for e in package_name if e.isalnum() or e in "-_.")
-
-    if clean_name in BLOCKED_IMPORTS:
-        return f"Error: Installation of package '{clean_name}' is blocked due to security policies."
-    
-    if clean_name in BLOCKED_BUILTINS:
-        return f"Error: Installation of package '{clean_name}' is blocked due to security policies."
-    
-    if not clean_name:
-        return "Error: Invalid package name provided."
-
-    try:
-        result = subprocess.run(
-            [PIP_EXE, "install", clean_name],
-            capture_output=True,
-            text=True,
-            timeout=EXEC_TIMEOUT
-        )
-        
-        if result.returncode == 0:
-            return f"Package '{clean_name}' installed successfully in the sandbox."
-        else:
-            return (f"Error installing package '{clean_name}':\n"
-                    f"{result.stdout}\n{result.stderr}")
-    
-    except subprocess.TimeoutExpired:
-        return f"Error: Package installation exceeded time limit of {EXEC_TIMEOUT} seconds and was terminated."
-    except Exception as e:
-        return f"Error during package installation: {e}"
-    
-
-@mcp.tool()
-def reset_sandbox() -> str:
-    """Löscht die gesamte Sandbox und erstellt sie neu (Full Reset)."""
-    if SANDBOX_DIR.exists():
-        shutil.rmtree(SANDBOX_DIR)
-    get_sandbox_paths()
-    return "Sandbox wurde komplett zurückgesetzt."
-
-
-@mcp.tool()
-def run_python_code_sandboxed(code: str) -> str:
     """
     Run Python code in a sandboxed environment.
 
@@ -324,32 +267,28 @@ def run_python_code_sandboxed(code: str) -> str:
     Returns:
         Combined stdout+stderr, or an error message in str format.
     """
+    #logger.info("Tool run_python_sandboxed is being executed on MCP code execution server")
 
+    # Reject code that references blocked modules or builtins before spawning a process.
     static_safety = check_code_safety(code)
     if static_safety:
         return f"Code rejected:{static_safety}"
     
-    run_id = datetime.now().strftime("%Y%m%d_%H%M%S")
-    jail_dir = WORKSPACE_DIR / f"sandbox_run_{run_id}"
-    
     try:
-        jail_dir.mkdir(parents=True, exist_ok=True)
+        # Force UTF-8 I/O so the subprocess can print unicode on Windows
-
+        # (default console encoding is cp1252 which cannot encode emoji).
-        custom_env = {
+        utf8_env = {**os.environ, "PYTHONIOENCODING": "utf-8"}
-        "PYTHONPATH": str(WORKSPACE_DIR),
-        "PATH": str(Path(PYTHON_EXE).parent),
-        "HOME": str(jail_dir),
-        "TMPDIR": str(jail_dir)
-    }
-
         result = subprocess.run(
-            [PYTHON_EXE, "-c", code],
+            [sys.executable, "-c", code],
-            cwd=str(WORKSPACE_DIR),
+            stdin=subprocess.DEVNULL,
-            env=custom_env,
             capture_output=True,
             text=True,
-            timeout=EXEC_TIMEOUT)
+            encoding="utf-8",
+            timeout=EXEC_TIMEOUT,
+            env=utf8_env,
+        )
 
+        # Merge stdout and stderr so the agent sees all output in one block.
         output = result.stdout + result.stderr
 
         if len(output) > MAX_OUTPUT_LENGTH:
@@ -358,42 +297,53 @@ def run_python_code_sandboxed(code: str) -> str:
         if not output.strip():
             return "Code executed successfully (no output)."
         
+        #logger.info("Code ran successfully")
         return output
 
     except subprocess.TimeoutExpired:
+        #logger.warning("Code execution exceeded time limit of %s seconds", EXEC_TIMEOUT)
         return f"Error: Code execution exceeded time limit of {EXEC_TIMEOUT} seconds and was terminated."
+    
     except Exception as e:
+        #logger.exception("Error during code execution: %s", str(e))
         return f"Error during code execution: {e}"
 
-    finally:
-        if jail_dir.exists():
-            shutil.rmtree(jail_dir)
-
-
 @mcp.tool()
 def python_code_validation(code: str) -> str:
-    """
+    """Validate Python code for syntax correctness and sandbox safety without executing it.
-    Validate Python code for syntax and safety without executing it.
+
-    This tool performs static analysis to check for syntax errors.
+    Performs two checks in sequence:
+      1. AST parsing to catch syntax errors.
+      2. check_code_safety() to detect blocked imports/builtins/path sequences.
 
     Args:
-        code: The Python code to validate in str format.
+        code: The Python source code to validate.
+
     Returns:
-        A message indicating the validation result.
+        A message indicating whether the code is valid and safe, or describing
-        And if sandboxed test execution is allowed.
+        the first violation found.  Returns None implicitly when the code is
+        both syntactically valid and safe (no safety concerns found).
     """
+    #logger.info("Tool python_code_validation is being executed on MCP code execution server")
+
     try:
         ast.parse(code)
+        #logger.info("Ast parsing successfull")
     except SyntaxError as e:
+        #logger.warning("Syntax Error while ast parsing code: %s", str(e))
         return f"SyntaxError: {e}"
 
     try:
         static_analysis_result = check_code_safety(code)
         if static_analysis_result:
+            #logger.info("Code safety issues detected")
             return f"Valid Syntax, but with safety concerns: {static_analysis_result}; code execution is not allowed."
     except Exception as e:
+        #logger.exception("Error during code safety analysis: %e", str(e))
         return f"Error during code safety analysis: {e}"
     
+    return "Code is valid and can be executed in the sandbox"
+
 
 # ── Run the server ───────────────────────────────────────────────────────────
 

backend/agent/servers/mcp_server_file_search.py

@@ -1,10 +1,30 @@
+"""MCP server that provides file system read/write tools for the workspace directory.
+
+All operations are restricted to ALLOWED_DIR (the project workspace).  Paths
+that resolve outside this boundary are rejected with a ValueError so the agent
+cannot accidentally read or write arbitrary host-filesystem locations.
+
+Exposes the following MCP tools:
+  - list_files           — flat list of all workspace files
+  - get_file_tree        — tree-formatted directory listing
+  - search_files         — search file names and content
+  - read_file            — read a single file
+  - write_new_file       — create a new file (no overwrite)
+  - create_new_directory — create a new directory
+"""
+
 from pathlib import Path
 from mcp.server.fastmcp import FastMCP
 
+#from backend.managers.debug_logger import get_logger
+#logger = get_logger(__name__)
+
 # ── Configuration ────────────────────────────────────────────────────────────
+# Navigate four levels up from servers/ to the project root, then into workspace/.
 project_dir = Path(__file__).resolve().parent.parent.parent.parent
 ALLOWED_DIR = project_dir / "workspace"
-ALLOWED_FILE_TYPES = [".py",".js",".html",".css",".json",".yaml",".yml",".sh",".md",".txt",".tex",".c",".cpp",".java"]
+ALLOWED_FILE_TYPES = [".py", ".js", ".html", ".css", ".json", ".yaml", ".yml",
+                      ".sh", ".md", ".txt", ".tex", ".c", ".cpp", ".java"]
 
 # ── Create the MCP server ────────────────────────────────────────────────────
 mcp = FastMCP("FileSearchServer")
@@ -15,10 +35,12 @@ def _safe_path(requested: str) -> Path:
     """Resolve and validate a path is inside ALLOWED_DIR."""
     resolved = (ALLOWED_DIR / requested).resolve()
     if not str(resolved).startswith(str(ALLOWED_DIR)):
+        #logger.warning("Access denied: '%s' resolves outside allowed directory.", str(requested))
         raise ValueError(
             f"Access denied: '{requested}' resolves outside "
             f"the allowed directory '{ALLOWED_DIR}'"
         )
+    #logger.info("Requested path is safe")
     return resolved
 
 
@@ -30,6 +52,8 @@ def list_files() -> str:
 
     Returns a newline-separated list of relative file paths.
     """
+    #logger.info("Tool list_files is being executed on MCP file search server")
+
     files = sorted(
         f.relative_to(ALLOWED_DIR)
         for f in ALLOWED_DIR.rglob("*")
@@ -41,7 +65,7 @@ def list_files() -> str:
 
 
 @mcp.tool()
-def get_file_tree(dir_path: str=ALLOWED_DIR) -> str:
+def get_file_tree(dir_path: str="") -> str:
     """Get a tree representation of the project directory.
 
     Args:
@@ -50,30 +74,50 @@ def get_file_tree(dir_path: str=ALLOWED_DIR) -> str:
     Returns:
         A string representing the directory structure, similar to 'tree' command output.
     """
+    #logger.info("Tool get_file_tree is being executed on MCP file search server")
     try:
         safe_dir = _safe_path(dir_path)
-        if not safe_dir:
+        if not safe_dir.exists():
-            return f"Error: Invalid directory path '{dir_path}'."
+            #logger.warning("Directory '%s' does not exist.", dir_path)
-        elif not safe_dir.exists():
             return f"Error: Directory '{dir_path}' does not exist."
         elif not safe_dir.is_dir():
+            #logger.warning("'%s' is not a valid directory", dir_path)
             return f"Error: '{dir_path}' is not a valid directory within the allowed path."
     except ValueError as e:
+        #logger.exception("Error while checking directory and its path: %s", str(e))
         return f"Error: {e}"
     
-
+    #logger.info("Generating file tree.")
     def _tree(dir_path: Path, prefix="") -> str:
-        entries = sorted([e for e in dir_path.iterdir() if "__pycache__" not in e.parts], key=lambda x: (x.is_file(), x.name))
+        """Recursively build a tree string for the given directory.
+
+        Directories are sorted before files (``key=lambda x: (x.is_file(), x.name)``
+        puts dirs first because False < True).  __pycache__ entries are hidden.
+
+        Args:
+            dir_path: The directory to render.
+            prefix:   Indentation prefix accumulated during recursion.
+
+        Returns:
+            Multi-line string representing the subtree.
+        """
+        # Exclude __pycache__ at every level to keep output readable for the agent.
+        entries = sorted(
+            [e for e in dir_path.iterdir() if "__pycache__" not in e.parts],
+            key=lambda x: (x.is_file(), x.name)  # directories first, then files
+        )
         lines = []
         for i, entry in enumerate(entries):
+            # Use └── for the last entry to close the branch visually.
             connector = "└── " if i == len(entries) - 1 else "├── "
             lines.append(f"{prefix}{connector}{entry.name}")
             if entry.is_dir():
+                # Extend prefix with a blank column (last item) or │ (more items follow).
                 extension = "    " if i == len(entries) - 1 else "│   "
                 lines.append(_tree(entry, prefix + extension))
         return "\n".join(lines)
 
-    return _tree(dir_path)
+    return _tree(Path(safe_dir))
 
 
 @mcp.tool()
@@ -86,6 +130,8 @@ def search_files(query: str) -> str:
     Returns:
         A formatted string of search results, or a message if no matches found.
     """
+    #logger.info("Tool search_files is being executed on MCP file search server")
+
     query_lower = query.lower()
     results = []
 
@@ -107,7 +153,9 @@ def search_files(query: str) -> str:
             pass
 
     if not results:
+        #logger.info("No matches found for user query")
         return f"No matches found for '{query}'."
+    #logger.info("Result returned, limited to 30 matches.")
     return "\n".join(results[:30])  # limit to 30 matches
 
 
@@ -121,23 +169,33 @@ def read_file(path: str) -> str:
     Returns:
         The file content as a string, or an error message if the file cannot be read.
     """
+    #logger.info("Tool read_file is being executed on MCP file search server")
+
     try:
         resolved = _safe_path(path)
     except ValueError as e:
         return f"Error: {e}"
 
     if not resolved.exists():
+        #logger.warning("File '%s' does not exist.", path)
         return f"Error: File '{path}' does not exist."
     if not resolved.is_file():
+        #logger.warning("'%s' is not a valid file.", path)
         return f"Error: '{path}' is not a file."
 
     try:
-        return resolved.read_text(encoding="utf-8")
+        text = resolved.read_text(encoding="utf-8")
+        #logger.info("File read successfully.")
+        return text
+
     except UnicodeDecodeError:
+        #logger.warning("'%s' is not a text file (binary content).", path)
         return f"Error: '{path}' is not a text file (binary content)."
     except PermissionError:
+        #logger.warning(f"Permission denied when trying to read '%s'.", path)
         return f"Error: Permission denied when trying to read '{path}'."
     except Exception as e:
+        #logger.exception("Error reading file '%s': %s", path, e)
         return f"Error reading file '{path}': {e}"
 
 @mcp.tool()
@@ -152,6 +210,7 @@ def write_new_file(path: str, content: str) -> str:
     Returns:
         A success or error message.
     """
+    #logger.info("Tool write_new_file is being executed on MCP file search server")
 
     try:
         resolved = _safe_path(path)
@@ -159,26 +218,30 @@ def write_new_file(path: str, content: str) -> str:
         return f"Error: {e}"
     
     if resolved.exists():
+        #logger.warning("Requested file path '%s' already exists, overwriting not allowed.", path)
         return (f"ERROR: File '{path}' already exists."
                 f"Overwriting is not allowed with this tool."
                 f"Use a different path or filename to create a new file.")
     
     
     if resolved.suffix not in ALLOWED_FILE_TYPES:
+        #logger.warning("File type not allowed: %s", resolved.suffix)
         return f"ERROR: can only write {', '.join(ALLOWED_FILE_TYPES)} types, got '{resolved.suffix}'."
     
     try:
         resolved.parent.mkdir(parents=True, exist_ok=True)
         resolved.write_text(content, encoding="utf-8")
+        #logger.info("File written successfully.")
         return f"OK: wrote {len(content)} chars to {path}."
     
     except FileNotFoundError as e:
-        print(f"FileNotFoundError for {path}: {e}")
+        #logger.warning("FileNotFoundError for '%s': %s", path, e)
         return f"Error: {e}"
     except PermissionError as e:
-        print(f"PermissionError for {path}: {e}")
+        #logger.warning("PermissionError for '%s': %s", path, e)
         return f"Error: {e}"
     except Exception as e:
+        #logger.exception("Error writing file: %s", e)
         return f"Error: {e}"
 
 
@@ -192,23 +255,29 @@ def create_new_directory(path: str) -> str:
     Returns:
         A success or error message.
     """
+    #logger.info("Tool create_new_directory is being executed on MCP file search server")
+
     try:
         resolved = _safe_path(path)
     except ValueError as e:
         return f"Error: {e}"
 
     if resolved.exists():
+        #logger.warning("Requested path '%s' already exists, overwriting not allowed.", path)
         return f"Error: File '{path}' already exists."
 
-    if resolved.suffix != None and resolved.suffix != "":
+    if resolved.suffix != "":
+        #logger.warning("Can only create directories, got '%s'.", resolved.suffix)
         return f"Error: can only create directories, got '{resolved.suffix}'."
 
     try:
         resolved.parent.mkdir(parents=True, exist_ok=True)
         resolved.mkdir()
+        #logger.info("Directory '%s' created successfully.", path)
         return f"OK: created empty directory at {path}."
     except Exception as e:
-        return f"Error creating dictionary file '{path}': {e}"
+        #logger.exception("Error creating directory '%s': %s", path, e)
+        return f"Error creating directory '{path}': {e}"
 
 
 # ── Run the server ───────────────────────────────────────────────────────────

backend/agent/servers/mcp_server_web_search.py

@@ -1,10 +1,36 @@
+"""MCP server that provides web search and page-fetching tools.
+
+Exposes two MCP tools:
+  - web_search  — keyword search via DuckDuckGo, returns titles, URLs, snippets
+  - fetch_page  — fetch and extract readable text from a URL
+
+All outbound requests are guarded by _validate_url() which blocks non-HTTP
+schemes and private/loopback IP ranges to prevent SSRF vulnerabilities.
+"""
+
 from urllib.parse import urlparse
+import requests
+from bs4 import BeautifulSoup
+from ddgs import DDGS
 from mcp.server.fastmcp import FastMCP
 
+#from backend.managers.debug_logger import get_logger
+#logger = get_logger(__name__)
+
 # ── Configuration ────────────────────────────────────────────────────────────
 MAX_PAGE_LENGTH = 4000   # max characters to return from a fetched page
 REQUEST_TIMEOUT = 10     # seconds
 
+# ── Bolcked prefixes & Hosts ────────────────────────────────────────────────────
+PRIVATE_PREFIXES = [
+        "10.", "172.16.", "172.17.", "172.18.", "172.19.",
+        "172.20.", "172.21.", "172.22.", "172.23.", "172.24.",
+        "172.25.", "172.26.", "172.27.", "172.28.", "172.29.",
+        "172.30.", "172.31.", "192.168.",
+]
+
+BLOCKED_HOSTS = ["localhost", "127.0.0.1", "0.0.0.0", "169.254.169.254"]
+
 # ── Create the MCP server ────────────────────────────────────────────────────
 mcp = FastMCP("WebSearchServer")
 
@@ -12,28 +38,40 @@ mcp = FastMCP("WebSearchServer")
 # ── Helper: URL validation (SSRF prevention) ─────────────────────────────────
 
 def _validate_url(url: str) -> str:
-    """Validate a URL to prevent SSRF attacks."""
+    """Validate a URL and raise ValueError if it could be used for an SSRF attack.
+
+    Blocks:
+    - Non-HTTP(S) schemes (file://, ftp://, etc.)
+    - Loopback and metadata addresses (localhost, 127.0.0.1, 169.254.169.254)
+    - RFC-1918 private IP ranges (10.x, 172.16-31.x, 192.168.x)
+
+    Args:
+        url: The URL string to validate.
+
+    Returns:
+        The original URL string unchanged if it passes all checks.
+
+    Raises:
+        ValueError: If the URL fails any of the security checks.
+    """
     parsed = urlparse(url)
+    #logger.info("Validateing URL")
 
     if parsed.scheme not in ("http", "https"):
+        #logger.warning("Blocked scheme '%s'. Only http and https are allowed.", parsed.scheme)
         raise ValueError(
             f"Blocked scheme '{parsed.scheme}'. Only http and https are allowed."
         )
 
     hostname = parsed.hostname or ""
 
-    blocked_hosts = {"localhost", "127.0.0.1", "0.0.0.0", "169.254.169.254"}
+    if hostname in BLOCKED_HOSTS:
-    if hostname in blocked_hosts:
+        #logger.warning("Blocked internal host: %s", hostname)
         raise ValueError(f"Blocked internal host: {hostname}")
     
-    private_prefixes = (
+    for prefix in PRIVATE_PREFIXES:
-        "10.", "172.16.", "172.17.", "172.18.", "172.19.",
-        "172.20.", "172.21.", "172.22.", "172.23.", "172.24.",
-        "172.25.", "172.26.", "172.27.", "172.28.", "172.29.",
-        "172.30.", "172.31.", "192.168.",
-    )
-    for prefix in private_prefixes:
         if hostname.startswith(prefix):
+            #logger.warning("Blocked private IP range: %s", hostname)
             raise ValueError(f"Blocked private IP range: {hostname}")
 
     return url
@@ -51,13 +89,17 @@ def web_search(query: str, max_results: int = 5) -> str:
     Returns:
         A formatted string of search results, or a message if no matches found.
     """
+    #logger.info("Tool web_search is being executed on MCP web search server")
+
     try:
-        from ddgs import DDGS
         results = DDGS().text(query, max_results=max_results)
 
         if not results:
+            #logger.info("DDGS API call successful, no web search results found.")
             return f"No results found for: {query}"
         
+        #logger.info("DDGS API call successfull, web search results returned.")
+
         formatted = []
         for r in results:
             formatted.append(
@@ -68,6 +110,7 @@ def web_search(query: str, max_results: int = 5) -> str:
         return "\n---\n".join(formatted)
 
     except Exception as e:
+        #logger.exception("DDGS API call failed, web search error: %s", e)
         return f"Search error: {e}"
 
 
@@ -80,38 +123,54 @@ def fetch_page(url: str) -> str:
     Returns:
         The text content of the fetched page, or an error message.
     """
+    #logger.info("Tool fetch_page is being executed on MCP web search server")
+
     try:
         url = _validate_url(url)
     except ValueError as e:
         return f"URL blocked: {e}"
 
     try:
-        import requests
-        from bs4 import BeautifulSoup
-
         response = requests.get(
             url,
             timeout=REQUEST_TIMEOUT,
             headers={"User-Agent": "Mozilla/5.0 (Lightweight Web Search MCP Server)"},
         )
+        response.raise_for_status()
 
         if response.status_code != 200:
+            #logger.warning("HTTP error %s while fetching %s", response.status_code, url)
             return f"HTTP error {response.status_code} fetching {url}"
         
+        #logger.info("DDGS API call successfull")
+
+    except requests.RequestException as e:
+        #logger.warning("HTTP-Fehler: %s", e)
+        return f"HTTP-Fehler: {e}"
+    
+    except Exception as e:
+        #logger.exception("Error fetching page: %s", e)
+        return f"Error fetching page: {e}"
+    
+    try:        
         soup = BeautifulSoup(response.text, "html.parser")
 
+        # Remove boilerplate elements that add noise without informational value.
         for tag in soup(["script", "style", "nav", "footer"]):
             tag.decompose()
 
         text = soup.get_text(separator="\n", strip=True)
 
+        #logger.info("HTML parsing with BeautifulSoup successfull")
+
         if len(text) > MAX_PAGE_LENGTH:
             text = text[:MAX_PAGE_LENGTH] + "\n\n[... truncated ...]"
 
         return text if text else "Page fetched but no text content found."
     
     except Exception as e:
-        return f"Error fetching page: {e}"
+        #logger.exception("Error parsing HTML: %s", e)
+        return f"Error parsing html: {e}"
 
 
 # ── Run the server ───────────────────────────────────────────────────────────

backend/managers/chat_manager.py

@@ -5,6 +5,9 @@ from dotenv import load_dotenv
 import requests
 import json
 
+from backend.managers.debug_logger import get_logger
+logger = get_logger(__name__)
+
 load_dotenv()
 
 
@@ -21,6 +24,7 @@ class ChatManager:
         self.api_port = os.getenv("PORT")
         self.api_key = os.getenv("API_KEY")
         self.model = os.getenv("MODEL")
+        self.max_tokens = 2000
 
         # API endpoint URL (OpenAI-compatible format)
         self.api_url = f"http://{self.api_host}:{self.api_port}/v1/chat/completions"
@@ -28,6 +32,21 @@ class ChatManager:
         # Chat history stored in memory
         self.chat_history = []
 
+        # Maximum number of non-system messages sent to the API.
+        # The system prompt is always included on top regardless of this limit.
+        self.max_history_messages = 20
+
+    def _build_payload_messages(self) -> list:
+        """Return the messages to send to the API.
+
+        Always puts the system prompt first, then the most recent
+        max_history_messages non-system messages.  This guarantees the system
+        prompt is never dropped even in long conversations.
+        """
+        system = [m for m in self.chat_history if m["role"] == "system"]
+        others = [m for m in self.chat_history if m["role"] != "system"]
+        return system + others[-self.max_history_messages:]
+
     def add_message(self, role: str, content: str) -> None:
         """Append a single message to the conversation history."""
         self.chat_history.append({"role": role, "content": content})
@@ -38,6 +57,7 @@ class ChatManager:
 
     def clear_history(self) -> None:
         """Wipe the conversation history (starts a fresh chat)."""
+        logger.info("Chat history was cleared")
         self.chat_history = []
 
     def send_message(self, user_message: str) -> str:
@@ -49,25 +69,27 @@ class ChatManager:
         # Add user message to history
         self.add_message("user", user_message)
 
+        logger.info("Sending message to LLM API")
+
+        # Prepare request to OpenAI-compatible API
+        headers = {
+            "Content-Type": "application/json",
+        }
+
+        # Add API key if available
+        if self.api_key and self.api_key != "EMPTY":
+            headers["Authorization"] = f"Bearer {self.api_key}"
+
+        # System prompt + most recent messages — system prompt is always preserved.
+        payload = {
+            "model": self.model,
+            "messages": self._build_payload_messages(),
+            "temperature": 0.7,
+            "max_tokens": 2000,
+            "stream": False,
+        }
+        
         try:
-            # Prepare request to OpenAI-compatible API
-            headers = {
-                "Content-Type": "application/json",
-            }
-
-            # Add API key if available
-            if self.api_key and self.api_key != "EMPTY":
-                headers["Authorization"] = f"Bearer {self.api_key}"
-
-            # Full history is sent so the model has multi-turn conversation context
-            payload = {
-                "model": self.model,
-                "messages": self.chat_history,
-                "temperature": 0.7,
-                "max_tokens": 2000,
-                "stream": False,
-            }
-
             # Make API request
             response = requests.post(
                 self.api_url, headers=headers, json=payload, timeout=30
@@ -75,40 +97,52 @@ class ChatManager:
 
             # Check if request was successful
             if response.status_code != 200:
-                error_msg = f"API Error {response.status_code}: {response.text}"
+                logger.warning("API HTTP status error %s: %s", response.status_code, response.text)
-                raise Exception(error_msg)
+                raise Exception(f"API Error {response.status_code}")
             
-            # Parse response
+            logger.info("Response recieved from API")
-            response_data = response.json()
         
-            # Extract AI message
+        except requests.exceptions.Timeout as e:
-            if "choices" in response_data and len(response_data["choices"]) > 0:
+            error_msg = f"Timeout Error: {str(e)}"
-                ai_message = response_data["choices"][0]["message"]["content"]
+            self.add_message("assistant", f"Error: {error_msg}")
-
+            logger.exception("LLM API timeout: %s", e)
-                # Add AI response to history
+            raise RuntimeError("LLM API timeout") from e
-                self.add_message("assistant", ai_message)
-
-                return ai_message
-            else:
-                raise Exception("Invalid API response format")
         
         except requests.exceptions.RequestException as e:
             error_msg = f"Connection Error: {str(e)}"
-            # Add error message to history so user sees it
             self.add_message("assistant", f"Error: {error_msg}")
-            raise Exception(error_msg)
+            logger.exception("LLM API connection failed: %s", e)
+            raise RuntimeError("Connection Error: LLM API connection failed") from e
+        
+        return self.receive_response(response)
+
+    def receive_response(self, response) -> str:
+        """Parse an API response object and return the AI reply text.
+
+        Extracts the message content from the JSON body, appends it to history,
+        and returns it.  Raises on malformed JSON or unexpected response shape.
+        """
+        try:
+            response_data = response.json()
         except json.JSONDecodeError as e:
             error_msg = f"JSON Decode Error: {str(e)}"
             self.add_message("assistant", f"Error: {error_msg}")
+            logger.exception("JSON Decode Error: %s", e)
             raise Exception(error_msg)
+
+        if "choices" not in response_data or not response_data["choices"]:
+            logger.warning("Invalid API response format: %s", response_data)
+            self.add_message("assistant", "Error: Invalid API response format")
+            raise Exception("Invalid API response format")
+
+        try:
+            ai_message = response_data["choices"][0]["message"]["content"]
+            self.add_message("assistant", ai_message)
+            logger.info("Assistant response generated")
+            return ai_message
         except Exception as e:
             error_msg = f"Error: {str(e)}"
             self.add_message("assistant", f"Error: {error_msg}")
-            raise Exception(error_msg)
+            logger.exception("JSON parsing and message formatting failed: %s", e)
+            raise RuntimeError("JSON parsing and message formatting failed") from e
 
-    def get_chat_display(self) -> list:
-        """Return a copy of the history suitable for display in the UI."""
-        return [
-            {"role": msg["role"], "content": msg["content"]}
-            for msg in self.chat_history
-        ]

backend/managers/debug_logger.py

@@ -1,66 +1,123 @@
-from datetime import datetime
+"""
+Central logging setup for the application.
 
+- Provides a unified logger via get_logger(__name__)
+- Writes all logs to a central rotating log file (logs/app.log)
+- Writes errors separately to logs/errors.log
+- Automatically includes the module name in each log entry
+- Supports standard logging levels: DEBUG, INFO, WARNING, ERROR, CRITICAL
+
+Usage:
+    from backend.managers.debug_logger import get_logger
+    logger = get_logger(__name__)
+
+    logger.info("Service started")
+    logger.debug("Debug details")
+    logger.error("Something went wrong")
+
+    try:
+        ...
+    except Exception:
+        logger.exception("Unexpected error")
+
+Logging levels (use consistently):
+DEBUG:      Detailed technical info for developers (variables, flow, internal state).
+INFO:       Normal application events (start/stop, successful operations, key milestones).
+WARNING:    Something unexpected happened, but the program continues normally.
+ERROR:      A specific operation failed, but the application is still running.
+CRITICAL:   A severe failure that may stop the application or make it unusable.
+EXCEPTION:  Same as ERROR, but used inside an `except` block and includes stacktrace
+            (via logger.exception()).
+"""
+
+import logging
+from logging.handlers import RotatingFileHandler
+from pathlib import Path
+
+BASE_DIR = Path(__file__).resolve().parent.parent
+LOG_DIR = BASE_DIR / "logs"
+LOG_DIR.mkdir(exist_ok=True)
 
 class DebugLogger:
-    """In-memory logger for code execution events.
 
-    Collects timestamped INFO and ERROR entries during a single run.
+    _initialized = False
-    Call clear() before each new execution to start fresh.
+    _error_log: list[str] = []
-    """
 
-    def __init__(self):
+    @classmethod
-        self.logs: list[dict] = []
+    def setup(cls):
+        # prevents multiple setup
+        if cls._initialized:
+            return
 
-    def log(self, message: str) -> None:
+        formatter = logging.Formatter(
-        """Append a general info message."""
+            "%(asctime)s [%(levelname)s] [%(name)s: Line %(lineno)d] %(message)s"
-        self.logs.append({
+        )
-            "level": "INFO",
-            "message": message,
-            "timestamp": datetime.now().strftime("%H:%M:%S"),
-        })
 
-    def log_error(self, error_message: str) -> None:
+        # Main log file
-        """Append an error message."""
+        file_handler = RotatingFileHandler(
-        self.logs.append({
+            LOG_DIR / "app.log",
-            "level": "ERROR",
+            maxBytes=5_000_000,
-            "message": error_message,
+            backupCount=5,
-            "timestamp": datetime.now().strftime("%H:%M:%S"),
+            encoding="utf-8"
-        })
+        )
 
-    def get_logs(self) -> list[dict]:
+        file_handler.setFormatter(formatter)
-        """Return a copy of all collected log entries."""
-        return list(self.logs)
 
-    def clear(self) -> None:
+        # Separate Error-Log
-        """Reset the log — call before each new execution."""
+        error_handler = RotatingFileHandler(
-        self.logs = []
+            LOG_DIR / "errors.log",
+            maxBytes=5_000_000,
+            backupCount=3,
+            encoding="utf-8"
+        )
 
-    def format_debug_output(self, output: dict) -> str:
+        error_handler.setLevel(logging.ERROR)
-        """Format an ExecutionEngine result dict into a human-readable string.
+        error_handler.setFormatter(formatter)
 
-        Args:
+        root_logger = logging.getLogger()
-            output: dict with keys 'stdout', 'stderr', and 'rc'.
 
-        Returns:
+        root_logger.setLevel(logging.DEBUG)
-            A formatted string ready for display in the UI.
-        """
-        lines = []
 
-        status = "SUCCESS" if output.get("rc") == 0 else "FAILED"
+        root_logger.addHandler(file_handler)
-        lines.append(f"[{status}] Exit code: {output.get('rc')}")
+        root_logger.addHandler(error_handler)
+        #root_logger.propagate = False
 
-        if output.get("stdout"):
+        cls._initialized = True
-            lines.append("\n--- stdout ---")
-            lines.append(output["stdout"].rstrip())
 
-        if output.get("stderr"):
+    @classmethod
-            lines.append("\n--- stderr ---")
+    def get_logger(cls, name: str):
-            lines.append(output["stderr"].rstrip())
+        cls.setup()
+        return logging.getLogger(name)
 
-        if not output.get("stdout") and not output.get("stderr"):
+    @classmethod
-            lines.append("No output produced.")
+    def log_error(cls, error_message: str) -> None:
+        cls.setup()
+        logging.error(error_message)
+        cls._error_log.append(error_message)
 
-        for entry in self.logs:
+    @classmethod
-            lines.append(f"[{entry['timestamp']}] [{entry['level']}] {entry['message']}")
+    def get_errors(cls) -> list[str]:
+        return cls._error_log
 
-        return "\n".join(lines)
+    @classmethod
+    def clear_errors(cls) -> None:
+        cls._error_log.clear()
+
+    @classmethod
+    def format_debug_output(cls, output: dict) -> str:
+        stdout = output.get("stdout", "").strip() or "(none)"
+        stderr = output.get("stderr", "").strip() or "(none)"
+        return_code = output.get("return_code", "")
+        return (
+            "=== Execution Result ===\n"
+            f"Exit Code: {return_code}\n"
+            "--- stdout ---\n"
+            f"{stdout}\n"
+            "--- stderr ---\n"
+            f"{stderr}"
+        )
+
+
+# praktische shortcut function
+def get_logger(name: str):
+    return DebugLogger.get_logger(name)

backend/managers/execution_engine.py

@@ -1,6 +1,17 @@
+"""Executes code files from the editor in isolated subprocesses.
+
+Supports Python (.py) via the system Python interpreter and LaTeX (.tex) via
+pdflatex.  All execution is time-bounded by RUN_TIMEOUT to prevent runaway
+processes from blocking the UI indefinitely.
+"""
+
 import subprocess
+import sys
 from pathlib import Path
 
+from backend.managers.debug_logger import get_logger
+logger = get_logger(__name__)
+
 # Maximum time (seconds) a subprocess is allowed to run before being killed.
 RUN_TIMEOUT = 30
 
@@ -30,18 +41,12 @@ class ExecutionEngine:
 
         # Build the shell command depending on file type
         if suffix == ".py":
-            cmd = ["py", active_file.name]
+            cmd = [sys.executable, active_file.name]
-        elif suffix == ".tex":
-            # pdflatex in non-interactive mode so it never waits for input
-            cmd = [
-                "pdflatex",
-                "-interaction=nonstopmode",
-                f"-output-directory={current_dir}",
-                active_file.name,
-            ]
         else:
             return {"stdout": "", "stderr": f"Unsupported file type: {suffix}", "rc": 1}
         
+        logger.info("Running file %s with suffix %s", active_file.name, suffix)
+
         try:
             proc = subprocess.run(
                 cmd,
@@ -50,12 +55,31 @@ class ExecutionEngine:
                 text=True,
                 timeout=RUN_TIMEOUT,
             )
-            return {"stdout": proc.stdout, "stderr": proc.stderr, "rc": proc.returncode}
+            logger.info("File ran successfully.")
+            return self.capture_output(proc)
 
         except subprocess.TimeoutExpired:
+            logger.warning("Time out afte %s s", RUN_TIMEOUT)
             return {"stdout": "", "stderr": f"Timed out after {RUN_TIMEOUT}s", "rc": -1}
         except FileNotFoundError as e:
             # Raised when the interpreter/compiler binary is not found on PATH
+            logger.warning("Interpreter/compiler binary is not found on PATH: %s", e)
             return {"stdout": "", "stderr": str(e), "rc": -1}
         except Exception as e:
+            logger.exception("Error while running %s: %s", active_file.name, e)
             return {"stdout": "", "stderr": str(e), "rc": -1}
+
+    def capture_output(self, proc: subprocess.CompletedProcess) -> dict:
+        """Extract stdout, stderr, and return code from a completed subprocess.
+
+        Args:
+            proc: The CompletedProcess returned by subprocess.run().
+
+        Returns:
+            {"stdout": str, "stderr": str, "rc": int} with whitespace stripped.
+        """
+        return {
+            "stdout": proc.stdout.strip(),
+            "stderr": proc.stderr.strip(),
+            "rc": proc.returncode,
+        }

backend/managers/file_manager.py

@@ -7,11 +7,30 @@ touching the filesystem, preventing path-traversal attacks.
 import streamlit as st
 from pathlib import Path
 
+from backend.managers.debug_logger import get_logger
+logger = get_logger(__name__)
+
 # The workspace folder is created at module load so it always exists.
 WORKSPACE = Path("workspace")
 WORKSPACE.mkdir(exist_ok=True)
 
+# File extensions that are shown in the explorer when filter_extensions=True.
+CODE_EXTENSIONS = {
+    ".py", ".js", ".ts", ".html", ".css", ".json",
+    ".yaml", ".yml", ".sh", ".md", ".txt", ".tex",
+    ".c", ".cpp", ".java", ".rs", ".go",
+}
+
 class FileManager:
+    """Manages all file and folder operations inside the workspace directory.
+
+    Every public method resolves the given path and verifies that the result
+    stays within ``base_path`` before touching the filesystem.  This prevents
+    path-traversal attacks where a caller might pass ``../../etc/passwd``.
+
+    The workspace directory is created on first use if it does not yet exist.
+    """
+
     def __init__(self, base_path=Path("workspace")) -> None:
         self.base_path = Path(base_path)
         self.base_path.mkdir(exist_ok=True)
@@ -28,12 +47,16 @@ class FileManager:
         Returns:
             bool: True if folder was created successfully, False otherwise.
         """
+        logger.info("Creating folder at %s named %s", relative_path, name)
+
         if not name:
+            logger.warning("Invalid folder name")
             st.error(f"Invalid folder name: {name}")
             return False
 
         # Slashes in the name would silently create nested paths — reject them.
         if "/" in name or "\\" in name:
+            logger.warning("'/' or '\\' in foldername not allowed")
             st.error(f"Invalid folder name (no slashes allowed): {name}")
             return False
 
@@ -52,11 +75,14 @@ class FileManager:
 
         try:
             folder_path.mkdir(exist_ok=False)
+            logger.info("Folder created successfully.")
             return True
         except FileExistsError:
+            logger.warning("Folder already exists.")
             st.warning(f"Folder already exists: {relative_path}")
             return False
         except Exception as e:
+            logger.exception("Error creating folder %s: %s", relative_path, str(e))
             st.error(f"Error creating folder {relative_path}: {str(e)}")
             return False
 
@@ -72,13 +98,17 @@ class FileManager:
         Returns:
             bool: True if file was created successfully, False otherwise.
         """   
+        logger.info("Creating file at %s named %s", relative_path, name)
+  
         if not name or name.strip() == ""  :
+            logger.warning("Invalid folder name")
             st.error(f"Invalid file name: {name}")
             return False
 
         name = Path(name)
         if not name.suffix:
             name = name.with_suffix(".txt")  # Default to .txt if no extension provided
+            logger.info("No suffix was provided, creating .txt file")
 
         if relative_path:
             relative_path = Path(relative_path)
@@ -94,11 +124,14 @@ class FileManager:
 
         try:
             file_path.touch(exist_ok=False)
+            logger.info("File created successfully.")
             return True
         except FileExistsError:
+            logger.warning("Folder already exists.")
             st.warning(f"File already exists: {relative_path}")
             return False
         except Exception as e:
+            logger.exception("Error creating file %s: %s", relative_path, str(e))
             st.error(f"Error creating file {relative_path}: {str(e)}")
             return False
 
@@ -113,27 +146,31 @@ class FileManager:
         Returns:
             str: The content of the file, or an empty string if there was an error.
         """
+        logger.info("Reading file at %s.", relative_path)
         file_path = (relative_path).resolve()
 
         if not file_path.exists():
             st.error(f"File not found: {relative_path}")
+            logger.warning("Filepath does not exist.")
             return ""
         if not file_path.is_file():
             st.error(f"Path is not a file: {relative_path}")
+            logger.warning("Path is not a file.")
             return ""
         # Ensure the resolved path is still inside the workspace (prevents path traversal).
         if not str(file_path).startswith(str(self.base_path.resolve())):
             st.error(f"Access denied: {relative_path}")
+            logger.warning("Access denied. File ist outside WORKSPACE")
             return ""
 
         try:
             with open(file_path, "r") as f:
-                return f.read()
+                content = f.read()
-        except FileNotFoundError:
+                logger.info("File read successfully.")
-            st.error(f"File not found: {relative_path}")
+                return content
-            return ""
         except Exception as e:
             st.error(f"Error reading file {relative_path}: {str(e)}")
+            logger.exception("Error reading file at %s: %s", relative_path, e)
             return ""
 
     def save_file(self, relative_path: str, content: str) -> bool:
@@ -148,19 +185,24 @@ class FileManager:
         Returns:
             bool: True if save was successful, False otherwise.
         """
+        logger.info("Saving file at %s.", relative_path)
+
         file_path = (Path(relative_path)).resolve()
 
         # Ensure the resolved path is still inside the workspace (prevents path traversal).
         if not str(file_path).startswith(str(self.base_path.resolve())):
             st.error(f"Access denied: {relative_path}")
+            logger.warning("Access denied. File outside WORKSPACE.")
             return False
 
         try:
             with open(file_path, "w") as f:
                 f.write(content)
+                logger.info("File written successfully.")
             return True
         except Exception as e:
             st.error(f"Error saving file {relative_path}: {str(e)}")
+            logger.exception("Error saving file %s: %s", relative_path, e)
             return False
 
     def rename_file(self, old_relative_path: str, new_name: str) -> bool:
@@ -174,8 +216,11 @@ class FileManager:
         Returns:
             bool: True if rename was successful, False otherwise.
         """
+        logger.info("Rename file at %s to %s.", old_relative_path, new_name)
+
         if not new_name or new_name.strip() == "":
             st.error(f"Invalid file name: {new_name}")
+            logger.warning("New Name is empty.")
             return False
 
         file_type = Path(old_relative_path).suffix
@@ -191,13 +236,20 @@ class FileManager:
         # Both old and new paths must stay inside the workspace.
         if not str(old_file_path).startswith(str(self.base_path.resolve())) or not str(new_file_path).startswith(str(self.base_path.resolve())):
             st.error(f"Access denied: {old_relative_path}")
+            logger.warning("Access denied, file outside WORKSPACE.")
             return False
 
         try:
             old_file_path.rename(new_file_path)
+            logger.info("Renamed successfully.")
             return True
         except FileNotFoundError:
             st.error(f"File not found: {old_relative_path}")
+            logger.warning("Original file not found.")
+            return False
+        except Exception as e:
+            st.error(f"Error renaming file {old_relative_path} to {new_name}: {str(e)}")
+            logger.exception("Error deleting folder %s to %s: %s", old_relative_path, new_name, str(e))
             return False
            
     
@@ -210,23 +262,29 @@ class FileManager:
         Returns:
             bool: True if deletion was successful, False otherwise.
         """
+        logger.info("Deleting folder %s.", relative_path)
+
         folder_path = (self.base_path / relative_path).resolve()
 
         # Ensure the resolved path is still inside the workspace (prevents path traversal).
         if not str(folder_path).startswith(str(self.base_path.resolve())):
             st.error(f"Access denied: {relative_path}")
+            logger.warning("Access denied, folder outside WORKSPACE.")
             return False
 
         if not folder_path.exists():
             st.error(f"Folder not found: {relative_path}")
+            logger.warning("Folder path not found.")
             return False
 
         try:
             import shutil
             shutil.rmtree(folder_path)
+            logger.info("Folder deleted successfully.")
             return True
         except Exception as e:
             st.error(f"Error deleting folder {relative_path}: {str(e)}")
+            logger.exception("Error deleting folder %s: %s", relative_path, str(e))
             return False
 
     def delete_file(self, relative_path: str) -> bool:
@@ -238,42 +296,55 @@ class FileManager:
         Returns:
             bool: True if deletion was successful, False otherwise.
         """
+        logger.info("Deleting file %s.", relative_path)
         file_path = Path(relative_path)
         abs_file_path = (Path(self.base_path) / file_path).resolve()
 
         if not str(abs_file_path).startswith(str(self.base_path.resolve())):
             st.error(f"Access denied: {relative_path}")
+            logger.warning("Access denied, file outside WORKSPACE.")
             return False
 
         try:
             abs_file_path.unlink()
+            logger.info("File deleted successfully.")
             return True
         except FileNotFoundError:
             st.error(f"File not found: {relative_path}")
+            logger.warning("File not found")
             return False
         except Exception as e:
             st.error(f"Error deleting file {relative_path}: {str(e)}")
+            logger.exception("Error deleting folder %s: %s", relative_path, str(e))
             return False
 
-    def get_file_tree(self):
+    def get_file_tree(self, filter_extensions: bool = True) -> dict:
-        """
+        """Builds a nested dictionary representing the file tree.
-        Builds a nested dictionary representing the file tree starting from the base path.
+
         Directories are represented as keys with dictionary values,
-        and files are represented as keys with None
+        files as keys with None.
+
+        Args:
+            filter_extensions: When True (default), only files whose suffix is
+                in CODE_EXTENSIONS are included.  Directories are always shown,
+                even when they are empty after filtering.
 
         Returns:
             dict: A nested dictionary representing the file tree.
         """
-        def build_tree(path: Path):
+        logger.info("Getting file tree ...")
 
+        def build_tree(path: Path) -> dict:
             tree = {}
-
             for item in sorted(path.iterdir()):
                 if item.is_dir():
-                    tree[item.name] = build_tree(item)  # recurse into sub-folders
+                    tree[item.name] = build_tree(item)
                 else:
-                    tree[item.name] = None              # leaf node for files
+                    if filter_extensions and item.suffix not in CODE_EXTENSIONS:
+                        continue
+                    tree[item.name] = None
             return tree
+
         return build_tree(self.base_path)
 
 if __name__ == "__main__":

backend/managers/search_manager.py

@@ -0,0 +1,122 @@
+"""Handles internet search requests and page fetching for use as AI chat context."""
+
+import ipaddress
+import socket
+from urllib.parse import urlparse
+
+import requests
+from bs4 import BeautifulSoup
+from ddgs import DDGS
+
+# Maximum characters extracted from a fetched page before truncating.
+MAX_PAGE_CHARS = 3000
+
+_HEADERS = {"User-Agent": "Mozilla/5.0 (compatible; AICodeEditor/1.0)"}
+
+
+class SearchManager:
+    """Performs DuckDuckGo searches and fetches web pages for AI context injection.
+
+    All outbound requests are validated against an SSRF blocklist so that
+    localhost and private network addresses can never be reached.
+    """
+
+    def perform_search(self, query: str, max_results: int = 5) -> list[dict]:
+        """Execute a DuckDuckGo text search and return normalised results.
+
+        Args:
+            query:       The search query string.
+            max_results: Maximum number of results to return.
+
+        Returns:
+            List of {"title": str, "url": str, "snippet": str} dicts,
+            or an empty list if the search fails.
+        """
+        try:
+            with DDGS() as ddgs:
+                raw = list(ddgs.text(query, max_results=max_results))
+            return self.parse_results(raw)
+        except Exception:
+            return []
+
+    def parse_results(self, raw_results: list[dict]) -> list[dict]:
+        """Normalise raw DDGS result dicts to a consistent {"title", "url", "snippet"} shape.
+
+        Args:
+            raw_results: List of raw dicts returned by ddgs.text().
+
+        Returns:
+            Normalised list of result dicts.
+        """
+        results = []
+        for r in raw_results:
+            results.append({
+                "title":   r.get("title", ""),
+                "url":     r.get("href", r.get("url", "")),
+                "snippet": r.get("body", r.get("snippet", "")),
+            })
+        return results
+
+    def fetch_page(self, url: str) -> str:
+        """Fetch a web page and return its plain text content, truncated to MAX_PAGE_CHARS.
+
+        Args:
+            url: The URL to fetch.
+
+        Returns:
+            Plain text extracted from the page, or an error message string.
+
+        Raises:
+            ValueError: if the URL fails the SSRF safety check.
+        """
+        self._validate_url(url)
+        try:
+            response = requests.get(url, timeout=10, headers=_HEADERS)
+            response.raise_for_status()
+
+            soup = BeautifulSoup(response.text, "html.parser")
+
+            # Remove non-content elements before extracting text.
+            for tag in soup(["script", "style", "nav", "footer"]):
+                tag.decompose()
+
+            text = soup.get_text(separator="\n", strip=True)
+
+            if len(text) > MAX_PAGE_CHARS:
+                text = text[:MAX_PAGE_CHARS] + "\n... [truncated]"
+
+            return text
+
+        except ValueError:
+            raise
+        except Exception as e:
+            return f"Error fetching page: {e}"
+
+    def _validate_url(self, url: str) -> None:
+        """Block localhost, private IPs, and non-http(s) schemes to prevent SSRF attacks.
+
+        Args:
+            url: The URL to validate.
+
+        Raises:
+            ValueError: if the URL is considered unsafe.
+        """
+        parsed = urlparse(url)
+
+        if parsed.scheme not in ("http", "https"):
+            raise ValueError(f"Blocked: only http/https allowed, got '{parsed.scheme}'")
+
+        hostname = parsed.hostname or ""
+
+        if hostname.lower() in ("localhost", "127.0.0.1", "::1"):
+            raise ValueError("Blocked: localhost access denied")
+
+        try:
+            ip = ipaddress.ip_address(socket.gethostbyname(hostname))
+            if ip.is_private or ip.is_loopback or ip.is_link_local:
+                raise ValueError(f"Blocked: private/loopback IP denied ({ip})")
+        except (socket.gaierror, ValueError) as e:
+            # Re-raise our own ValueError; ignore DNS resolution failures
+            # (let requests handle unknown hostnames naturally).
+            if isinstance(e, ValueError):
+                raise

backend/managers/system_prompter.py

@@ -1,8 +1,79 @@
 """Builds the system prompt that is sent to the AI at the start of each chat session."""
 
+import ast
+
+from backend.managers.debug_logger import get_logger
+logger = get_logger(__name__)
+
 # Prevents very large files from flooding the context window with tokens.
 MAX_FILE_CHARS = 4000
 
+# Per-task base prompts — selected via the task_type parameter.
+# Appended to every prompt — ensures generated code is safe to run on Windows
+# where the console encoding is cp1252 and cannot handle emojis or non-ASCII chars.
+_CODE_SAFETY_NOTE = (
+    " When writing or suggesting code, never use emojis, umlauts (ä, ö, ü, Ä, Ö, Ü, ß), "
+    "or any non-ASCII characters in string literals or print statements, "
+    "as the execution environment uses cp1252 encoding which cannot handle them."
+)
+
+_TASK_PROMPTS: dict[str, str] = {
+    "debug": (
+        "You are a debugging expert integrated into a lightweight code editor. "
+        "Focus on identifying and fixing errors. "
+        "Be concise and precise. Use markdown and fenced code blocks where appropriate."
+        + _CODE_SAFETY_NOTE
+    ),
+    "explain": (
+        "You are a code explainer integrated into a lightweight code editor. "
+        "Use simple language and examples. "
+        "Be concise and precise. Use markdown and fenced code blocks where appropriate."
+        + _CODE_SAFETY_NOTE
+    ),
+    "optimize": (
+        "You are a code optimization expert integrated into a lightweight code editor. "
+        "Focus on performance and readability. "
+        "Be concise and precise. Use markdown and fenced code blocks where appropriate."
+        + _CODE_SAFETY_NOTE
+    ),
+    "default": (
+        "You are an expert code assistant integrated into a lightweight code editor. "
+        "Help the user with code suggestions, debugging, explanations, and improvements. "
+        "Be concise and precise. Use markdown and fenced code blocks where appropriate."
+        + _CODE_SAFETY_NOTE
+    ),
+}
+
+
+def _extract_relevant_context(content: str, user_message: str) -> str:
+    """Return the most relevant part of a Python file for the given user message.
+
+    Parses the file with ast and checks whether any top-level function or class
+    name appears in the user message.  If a match is found only that definition
+    is returned, keeping the context focused.  Falls back to simple truncation
+    when parsing fails or no name matches.
+    """
+    try:
+        tree = ast.parse(content)
+    except SyntaxError:
+        # Not valid Python (or not Python at all) — fall back to truncation.
+        if len(content) > MAX_FILE_CHARS:
+            return content[:MAX_FILE_CHARS] + "\n... [truncated]"
+        return content
+
+    lower_msg = user_message.lower()
+    for node in tree.body:
+        if isinstance(node, (ast.FunctionDef, ast.AsyncFunctionDef, ast.ClassDef)):
+            if node.name.lower() in lower_msg:
+                segment = ast.get_source_segment(content, node)
+                if segment:
+                    return segment
+
+    # No specific symbol matched — fall back to truncation.
+    if len(content) > MAX_FILE_CHARS:
+        return content[:MAX_FILE_CHARS] + "\n... [truncated]"
+    return content
+
 
 class SystemPrompter:
     """Generates system prompts for the chat assistant.
@@ -12,37 +83,57 @@ class SystemPrompter:
     """
 
     @staticmethod
-    def generate_prompt(file_context: dict | None = None) -> str:
+    def generate_prompt(
-        """Build a system prompt, optionally embedding a file's content.
+        user_message: str = "",
+        file_context: dict | None = None,
+        search_context: list[dict] | None = None,
+        task_type: str = "default",
+    ) -> str:
+        """Build a system prompt, optionally embedding a file and/or web search results.
 
         Args:
-            file_context: dict with keys 'name' (filename) and 'content' (raw text),
+            user_message:   The current user input — used for task-type detection
-                          or None if no file should be included.
+                            and selective context extraction.  Reserved for future
+                            task-specific prompt tuning beyond what task_type covers.
+            file_context:   dict with keys 'name' (filename) and 'content' (raw text),
+                            or None if no file should be included.
+            search_context: list of {"title", "url", "snippet"} dicts from SearchManager,
+                            or None if no search results should be included.
+            task_type:      One of "debug", "explain", "optimize", "default".
+                            Selects the matching base prompt from _TASK_PROMPTS.
 
         Returns:
             A ready-to-use system prompt string.
         """
-        base = (
+        logger.info("Generating system prompt (task_type=%s).", task_type)
-            "You are an expert code assistant integrated into a lightweight code editor. "
+        prompt = _TASK_PROMPTS.get(task_type, _TASK_PROMPTS["default"])
-            "Help the user with code suggestions, debugging, explanations, and improvements. "
-            "Be concise and precise. Use markdown and fenced code blocks where appropriate."
-        )
 
         if file_context:
+            logger.info("Appending file context.")
             name = file_context.get("name", "unknown")
             content = file_context.get("content", "")
 
-            # Truncate large files to avoid exceeding the model's token limit
+            # Extract only the relevant function/class when the user mentions one;
-            if len(content) > MAX_FILE_CHARS:
+            # otherwise fall back to simple truncation at MAX_FILE_CHARS.
-                content = content[:MAX_FILE_CHARS] + "\n... [truncated]"
+            content = _extract_relevant_context(content, user_message)
 
-            file_section = (
+            prompt += (
                 f"\n\nThe user currently has the following file open in the editor:\n"
                 f"<file name=\"{name}\">\n"
                 f"<code>\n{content}\n</code>\n"
                 f"</file>\n"
                 f"Refer to this file when answering questions about the code."
             )
-            return base + file_section
 
-        return base
+        if search_context:
+            search_section = "\n\nThe user has performed a web search. Use the results below as additional context if relevant:\n<search_results>\n"
+            for i, r in enumerate(search_context, 1):
+                search_section += (
+                    f"[{i}] {r.get('title', '')}\n"
+                    f"URL: {r.get('url', '')}\n"
+                    f"{r.get('snippet', '')}\n\n"
+                )
+            search_section += "</search_results>"
+            prompt += search_section
+
+        return prompt

frontend/app.py

@@ -17,6 +17,9 @@ from pathlib import Path
 # where streamlit is launched from.
 sys.path.insert(0, str(Path(__file__).parent.parent))
 
+from backend.managers.debug_logger import get_logger
+logger = get_logger(__name__)
+
 from frontend.sidebar import render_sidebar
 from frontend.editor import render_editor
 from frontend.chat import render_chat
@@ -35,24 +38,21 @@ def main():
     st.markdown(
         """
         <style>
-        .block-container { padding-top: 1rem; }
+        .block-container { padding-top: 4rem; }
-        [data-testid="stSidebarContent"] { padding-top: 0rem; margin-top: -2rem; }
+        [data-testid="stSidebarContent"] { padding-top: 0rem; }
         </style>
     """,
         unsafe_allow_html=True,
     )
 
-    st.title("Lightweight code editor")
-
-    # Re-run init_state to cover any keys that might have been missed on cold start
-    init_state()
-
     render_sidebar()
 
     # Switch between the two main views based on the sidebar radio button
     if st.session_state.get("radio_interface_options") == "Code Editor":
+        logger.info("Editor mode")
         render_editor()
     elif st.session_state.get("radio_interface_options") == "Chat with AI Assistant":
+        logger.info("Chat/Agent mode")
         render_chat()
 
 

frontend/chat.py

@@ -1,20 +1,35 @@
 """Chat view — renders both the normal chat interface and the Coding Agent mode."""
 
+import asyncio
+import json
+import re
+from pathlib import Path
+
 import streamlit as st
 from backend.managers.chat_manager import ChatManager
 from backend.managers.system_prompter import SystemPrompter
+from backend.managers.search_manager import SearchManager
+from backend.agent.coding_agent import CodingAgent
+from backend.managers.debug_logger import get_logger
 
-import asyncio
+logger = get_logger(__name__)
 
 
 # ── Agent Mode helpers ────────────────────────────────────────────────────────
 def _run_async(coro):
-    """Hilfsfunktion um async Code in sync Streamlit auszuführen"""
+    """Execute an async coroutine from synchronous Streamlit code.
-    try:
+
-        loop = asyncio.get_running_loop()
+    Streamlit always runs in a plain synchronous thread with no running event
-    except RuntimeError:
+    loop, so we always create a fresh loop here.
-        loop = asyncio.new_event_loop()
+
-        asyncio.set_event_loop(loop)
+    Args:
+        coro: The coroutine to run.
+
+    Returns:
+        The return value of the coroutine.
+    """
+    loop = asyncio.new_event_loop()
+    asyncio.set_event_loop(loop)
     return loop.run_until_complete(coro)
 
 def _start_agent(task: str):
@@ -22,7 +37,7 @@ def _start_agent(task: str):
     Stores the agent and its state in session_state so Streamlit can reference
     them across reruns without losing progress.
     """
-    from backend.agent.coding_agent import CodingAgent
+    logger.info("Starting coding agent.")
     agent = CodingAgent()
     agent.start_task(task)
     action = _run_async(agent.propose_next_action())
@@ -38,6 +53,7 @@ def _approve_action():
     pending = st.session_state.agent_pending_action
 
     result = _run_async(agent.approve())
+    logger.info("Approve action and propose next step.")
 
     # Append a record to the log so the user can review every completed step.
     st.session_state.agent_log.append({
@@ -62,15 +78,23 @@ def _reject_action(feedback: str):
     The pending action is discarded; the agent receives the user's feedback and
     proposes a different approach on the next call to propose_next_action().
     """
+    logger.info("Rejecting proposed action.")
     agent = st.session_state.coding_agent
     agent.reject(feedback or "Please try a different approach.")
     next_action = _run_async(agent.propose_next_action())
     st.session_state.agent_pending_action = next_action
     st.session_state.agent_status = "waiting_approval"
 
+def _handle_reject():
+            feedback = st.session_state.agent_reject_feedback
+            with st.spinner("Agent is replanning..."):       
+                _reject_action(feedback)
+            st.session_state.agent_reject_feedback = ""
+
 
 def _followup_agent(question: str):
     """Continue a finished task by injecting a follow-up question and resuming the loop."""
+    logger.info("Asking follow up question")
     agent = st.session_state.coding_agent
     agent.follow_up(question)
     action = _run_async(agent.propose_next_action())
@@ -80,6 +104,7 @@ def _followup_agent(question: str):
 
 def _reset_agent():
     """Clear all agent state and return to the idle (task input) screen."""
+    logger.info("Resetting Agent")
     st.session_state.coding_agent = None
     st.session_state.agent_status = "idle"
     st.session_state.agent_log = []
@@ -88,6 +113,62 @@ def _reset_agent():
 
 # ── Agent Mode UI ─────────────────────────────────────────────────────────────
 
+def _render_arguments(args: dict):
+    if not args:
+        return
+
+    with st.expander("📦 Arguments", expanded=False):
+
+        if args.get("path"):
+            st.markdown("##### 📁 Path")
+            st.code(args["path"])
+
+        if args.get("dir_path"):
+            st.markdown("##### 🌳 Directory")
+            st.code(args["dir_path"])
+
+        if args.get("query"):
+            st.markdown("##### 🔎 Query")
+            st.code(args["query"])
+
+        if args.get("url"):
+            st.markdown("##### 🌐 URL")
+            st.code(args["url"])
+
+        if args.get("content"):
+            st.markdown("##### 📝 Content")
+            st.code(args["content"])
+
+        if args.get("code"):
+            st.markdown("##### 🐍 Python Code")
+            st.code(args["code"], language="python")
+
+        if args.get("max_results") is not None:
+            st.markdown("##### 📊 Max Results")
+            st.code(str(args["max_results"]))
+
+        known_keys = {
+            "path",
+            "dir_path",
+            "query",
+            "content",
+            "url",
+            "code",
+            "max_results",
+        }
+
+        extra_args = {
+            k: v for k, v in args.items()
+            if k not in known_keys
+        }
+
+        if extra_args:
+            st.markdown("##### ⚙️ Other")
+            st.code(
+                json.dumps(extra_args, indent=2),
+                language="json"
+            )
+
 def render_agent_mode():
     """Render the step-by-step agent UI.
 
@@ -96,6 +177,7 @@ def render_agent_mode():
       - "waiting_approval" → show proposed action, Approve / Reject / Abort
       - "done"             → success message, follow-up input, New Task button
     """
+    logger.info("Agent mode.")
     # The toggle must always render so Streamlit keeps agent_mode=True in session_state.
     st.toggle("Agent Mode", key="agent_mode")
 
@@ -111,15 +193,16 @@ def render_agent_mode():
                     st.markdown(f"**Step {i + 1} — `{step['tool']}`**")
                     st.caption(f"Thought: {step['thought']}")
                     if step.get("arguments"):                    
-                        st.json(step["arguments"])
+                        _render_arguments(step["arguments"])
-                    result_text = step.get("result", "")
+                    with st.expander("➡️ Result", expanded=False):
-                    # Colour the result based on whether the tool succeeded or failed.
+                        result_text = step.get("result", "")
-                    if result_text.startswith("ERROR") or result_text.startswith("SYNTAX ERROR"):
+                        # Colour the result based on whether the tool succeeded or failed.
-                        st.error(result_text)
+                        if result_text.startswith("ERROR") or result_text.startswith("SYNTAX ERROR"):
-                    elif result_text.startswith("OK") or result_text.startswith("DONE"):
+                            st.error(result_text)
-                        st.success(result_text)
+                        elif result_text.startswith("OK") or result_text.startswith("DONE"):
-                    else:
+                            st.success(result_text)
-                        st.code(result_text, language=None)
+                        else:
+                            st.code(result_text, language=None)
 
     # ── Idle: task input ──────────────────────────────────────────────────────
     if agent_status == "idle":
@@ -130,8 +213,6 @@ def render_agent_mode():
             placeholder="e.g. Write a function that sorts a list and saves it to sorted.py",
         )
         if st.button("Start Agent", type="primary", use_container_width=True):
-            #loop = asyncio.new_event_loop()
-            #asyncio.set_event_loop(loop)
             if task.strip():
                 with st.spinner("Agent is thinking..."):
                     _start_agent(task.strip())
@@ -149,17 +230,12 @@ def render_agent_mode():
 
             args = pending.get("arguments", {})
             if args:
-                # Show file content separately as a code block for readability;
+                _render_arguments(args)
-                # other arguments are displayed as JSON.
-                if "content" in args:
-                    display_args = {k: v for k, v in args.items() if k != "content"}
-                    if display_args:
-                        st.json(display_args)
-                    st.code(args["content"], language="python")
-                else:
-                    st.json(args)
 
-        feedback = st.text_input(
+        if "agent_reject_feedback" not in st.session_state:
+            st.session_state.agent_reject_feedback = ""
+
+        st.text_input(
             "Rejection feedback (optional):",
             key="agent_reject_feedback",
             placeholder="e.g. Use a different approach...",
@@ -172,10 +248,11 @@ def render_agent_mode():
                     _approve_action()
                 st.rerun()
         with col2:
-            if st.button("Reject", use_container_width=True):
+            st.button(
-                with st.spinner("Agent is replanning..."):
+                "Reject",
-                    _reject_action(feedback)
+                use_container_width=True,
-                st.rerun()
+                on_click=_handle_reject,
+            )
         with col3:
             if st.button("Abort Task", use_container_width=True):
                 _reset_agent()
@@ -210,56 +287,313 @@ def render_agent_mode():
                 st.rerun()
 
 
+# ── Normal Chat helpers ───────────────────────────────────────────────────────
+
+def _strip_search_context_from_history(chat_manager: ChatManager) -> None:
+    """Remove <search_context> blocks from all user messages in the API history.
+
+    Called when the user clears search results so the AI no longer receives
+    the stale context in follow-up messages.
+    """
+    for msg in chat_manager.chat_history:
+        if msg["role"] == "user" and "<search_context>" in msg["content"]:
+            msg["content"] = re.sub(
+                r"<search_context>.*?</search_context>\n\n",
+                "",
+                msg["content"],
+                flags=re.DOTALL,
+            ).strip()
+
+
+def _detect_task_type(user_input: str) -> str:
+    """Infer the task type from keywords in the user message."""
+    lower = user_input.lower()
+    if any(kw in lower for kw in ("error", "bug", "fix", "crash", "exception", "debug")):
+        return "debug"
+    if any(kw in lower for kw in ("explain", "what does", "how does", "why")):
+        return "explain"
+    if any(kw in lower for kw in ("optimize", "improve", "faster", "refactor", "clean")):
+        return "optimize"
+    return "default"
+
+def _set_system_prompt(chat_manager: ChatManager, user_input: str) -> None:
+    """Compute and inject the system prompt before every message.
+
+    Uses the custom prompt from Settings if set; otherwise generates one based
+    on the detected task type and active file context.  Updates the existing
+    system message in-place so the history stays a single-system-message list.
+    """
+    custom = st.session_state.get("custom_system_prompt", "").strip()
+    if custom:
+        prompt = custom
+    else:
+        prompt = SystemPrompter.generate_prompt(
+            user_message=user_input,
+            file_context=_build_file_context(),
+            task_type=_detect_task_type(user_input),
+        )
+
+    if chat_manager.chat_history and chat_manager.chat_history[0]["role"] == "system":
+        chat_manager.chat_history[0]["content"] = prompt
+    else:
+        chat_manager.chat_history.insert(0, {"role": "system", "content": prompt})
+
+
+def _build_file_context() -> dict | None:
+    """Return file context for the system prompt if a file is open and context is enabled.
+
+    Reads from files_content cache first; falls back to FileManager if the file
+    has not been loaded into the editor yet.
+    """
+    if not st.session_state.get("include_file_context", True):
+        return None
+    active_file = st.session_state.get("active_file")
+    if not active_file:
+        return None
+    content = st.session_state.get("files_content", {}).get(active_file, "")
+    if not content:
+        try:
+            from backend.managers.file_manager import FileManager
+            fm = FileManager()
+            content = fm.read_file(Path(active_file)) or ""
+        except Exception:
+            return None
+    return {"name": Path(active_file).name, "content": content}
+
+
+@st.dialog("Clear Chat")
+def _clear_chat_dialog():
+    """Confirmation dialog before wiping the full conversation history."""
+    st.warning("All messages will be deleted. This cannot be undone.")
+    col1, col2 = st.columns(2)
+    with col1:
+        if st.button("Clear", type="primary", use_container_width=True):
+            st.session_state.chat_manager.clear_history()
+            st.session_state.chat_history = []
+            st.rerun()
+    with col2:
+        if st.button("Cancel", use_container_width=True):
+            st.rerun()
+
+
 # ── Normal Chat ───────────────────────────────────────────────────────────────
 
+def _render_search_panel():
+    """Render the collapsible web search panel above the chat toolbar.
+
+    Stores results in session_state.search_results so they are automatically
+    injected as context into the next message the user sends.
+    """
+    search_results = st.session_state.get("search_results", [])
+    label = f"🔍 Web Search  ({len(search_results)} result{'s' if len(search_results) != 1 else ''} active)" if search_results else "🔍 Web Search"
+
+    with st.expander(label, expanded=bool(search_results)):
+        col_input, col_btn = st.columns([5, 1])
+        with col_input:
+            query = st.text_input(
+                "Search query",
+                key="search_query_input",
+                placeholder="e.g. Python asyncio best practices",
+                label_visibility="collapsed",
+            )
+        with col_btn:
+            search_clicked = st.button("Search", use_container_width=True)
+
+        if search_clicked and query.strip():
+            with st.spinner("Searching..."):
+                sm = SearchManager()
+                results = sm.perform_search(query.strip())
+            if results:
+                st.session_state.search_results = results
+                st.rerun()
+            else:
+                st.warning("No results found.")
+
+        # Display active results with a clear button.
+        if search_results:
+            st.caption("Results will be injected as context into your next message.")
+            for r in search_results:
+                st.markdown(f"**{r['title']}**  \n{r['snippet']}  \n[{r['url']}]({r['url']})")
+                st.divider()
+            if st.button("Clear search results", use_container_width=True):
+                st.session_state.search_results = []
+                cm = st.session_state.get("chat_manager")
+                if cm:
+                    _strip_search_context_from_history(cm)
+                st.rerun()
+
+
 def render_normal_chat():
     """Render the standard multi-turn chat interface.
 
-    On the first message the system prompt is injected into the history.
+    On the first message the system prompt is injected into the history,
+    including any active search results as context.
     Each subsequent message appends to the same conversation so the AI retains
-    full context throughout the session.
+    full context throughout the session. If search results are active when the
+    user sends a message, they are prepended to that message as a context block.
     """
+    logger.info("Chat mode")
+    chat_manager: ChatManager = st.session_state.chat_manager
+
+    # Apply model/token overrides from the Settings panel before any API call.
+    if st.session_state.get("selected_model"):
+        chat_manager.model = st.session_state.selected_model
+    if "chat_max_tokens" in st.session_state:
+        chat_manager.max_tokens = st.session_state.chat_max_tokens
+
+    # Consume a debug message forwarded from the editor's "Debug with AI" button.
+    pending_debug = st.session_state.pop("pending_debug_message", None)
+    if pending_debug:
+        _set_system_prompt(chat_manager, pending_debug)
+        with st.spinner("Sending debug info to AI..."):
+            try:
+                ai_response = chat_manager.send_message(pending_debug)
+            except Exception as e:
+                ai_response = f"Error: {e}"
+        st.session_state.chat_history.append({"role": "user", "content": pending_debug})
+        st.session_state.chat_history.append(
+            {"role": "assistant", "content": ai_response}
+        )
+        st.rerun()
+        return
+
     # Replay the conversation history as chat bubbles (skip system messages).
     for message in st.session_state.chat_history:
-        role = message["role"]
+        if message["role"] == "system":
-        if role == "system":
             continue
-        with st.chat_message(role):
+        with st.chat_message(message["role"]):
             st.markdown(message["content"])
 
-    # Chat input — Enter to send, no extra button needed
+    # ── Toolbar — directly above the sticky chat input ────────────────────────
-    user_input = st.chat_input("Type your message here...")
+    # In Streamlit, st.chat_input is a fixed footer. Elements placed BEFORE it
+    # in code appear in the scrollable content area right above the input bar.
+    _render_search_panel()
+
+    col_clear, col_agent, col_settings = st.columns([1, 1, 1])
+    with col_clear:
+        if st.button("🗑️ Clear Chat", use_container_width=True):
+            _clear_chat_dialog()
+    with col_agent:
+        st.toggle("Agent Mode", key="agent_mode")
+    with col_settings:
+        with st.popover("⚙️ Settings", use_container_width=True):
+            current_file = st.session_state.get("active_file")
+            if current_file:
+                st.toggle(
+                    f"Include current file as context: **{Path(current_file).name}**",
+                    key="include_file_context",
+                    value=True,
+                )
+            else:
+                st.toggle(
+                    "Include current file as context",
+                    key="include_file_context",
+                    value=True,
+                )
+
+            st.divider()
+
+            default_model = chat_manager.model or ""
+            model_options = [default_model] if default_model else []
+            st.selectbox("Model", model_options, key="selected_model")
+
+            st.slider(
+                "Max Response Tokens",
+                min_value=256,
+                max_value=8000,
+                value=chat_manager.max_tokens,
+                step=256,
+                key="chat_max_tokens",
+            )
+
+            st.divider()
+
+            st.text_area(
+                "Custom System Prompt (overrides default if set)",
+                key="custom_system_prompt",
+                height=120,
+                placeholder="Leave empty to use the default assistant prompt with optional file context.",
+            )
+
+    # Chat input — sticky footer, always at the very bottom of the viewport.
+    # Supports /search <query> and /search clear as special commands.
+    user_input = st.chat_input("Type a message or /search <query>...")
     if user_input:
-        chat_manager = st.session_state.chat_manager
+        stripped = user_input.strip()
 
-        # On the very first user message, prepend the system prompt so the AI
+        # ── /search command ───────────────────────────────────────────────────
-        # knows it is a code assistant embedded in an editor.
+        if stripped.lower().startswith("/search"):
-        if not chat_manager.get_history():
+            arg = stripped[len("/search"):].strip()
-            system_prompt = SystemPrompter.generate_prompt()
-            chat_manager.add_message("system", system_prompt)
 
-        # Show user message immediately without waiting for response.
+            with st.chat_message("user"):
+                st.markdown(stripped)
+
+            if arg.lower() == "clear" or arg == "":
+                # /search clear (or bare /search) — remove active results.
+                st.session_state.search_results = []
+                with st.chat_message("assistant"):
+                    st.markdown("Search context cleared.")
+                st.session_state.chat_history.append({"role": "user", "content": stripped})
+                st.session_state.chat_history.append({"role": "assistant", "content": "Search context cleared."})
+            else:
+                # /search <query> — run search and store results in context.
+                with st.chat_message("assistant"):
+                    with st.spinner(f'Searching for "{arg}"...'):
+                        sm = SearchManager()
+                        results = sm.perform_search(arg)
+
+                    if results:
+                        st.session_state.search_results = results
+                        response_text = f"🔍 Found {len(results)} result(s) for **'{arg}'**. Results are shown in the search panel above."
+                        st.markdown(response_text)
+                    else:
+                        msg = f'No results found for "{arg}".'
+                        st.warning(msg)
+                        response_text = msg
+
+                st.session_state.chat_history.append({"role": "user", "content": stripped})
+                st.session_state.chat_history.append({"role": "assistant", "content": response_text})
+
+            st.rerun()
+            return
+
+        # ── Normal chat message ───────────────────────────────────────────────
+        search_results = st.session_state.get("search_results", [])
+
+        # 5g — System-prompt logic: inject on first message, update on file change.
+        _set_system_prompt(chat_manager, user_input)
+
+        # If search results are active, prepend them as a context block so the
+        # AI can reference them regardless of where in the conversation we are.
+        if search_results:
+            context_block = "<search_context>\n"
+            for r in search_results:
+                context_block += (
+                    f"Title: {r['title']}\n"
+                    f"URL: {r['url']}\n"
+                    f"Snippet: {r['snippet']}\n\n"
+                )
+            context_block += "</search_context>\n\n"
+            message_to_send = context_block + user_input
+        else:
+            message_to_send = user_input
+
+        # Show the original user text in the UI (not the context-enriched version).
         with st.chat_message("user"):
             st.markdown(user_input)
 
-        # Call the AI and show its response with a spinner while waiting.
         with st.chat_message("assistant"):
             with st.spinner("Thinking..."):
                 try:
-                    ai_response = chat_manager.send_message(user_input)
+                    ai_response = chat_manager.send_message(message_to_send)
                 except Exception as e:
                     ai_response = f"Error: {e}"
             st.markdown(ai_response)
 
-        st.session_state.chat_history.append({"role": "user", "content": user_input})
+        st.session_state.chat_history.append({"role": "user",      "content": user_input})
         st.session_state.chat_history.append({"role": "assistant", "content": ai_response})
         st.rerun()
 
-    # Rendered in the normal flow; JS above clones them to fixed positions
-    # and hides these originals.
-    st.toggle("Agent Mode", key="agent_mode")
-    with st.expander("Settings", expanded=False):
-        st.toggle("Use debug system prompt", key="use_system_prompt", value=True)
 
 
 # ── Entry point ───────────────────────────────────────────────────────────────

frontend/editor.py

@@ -1,22 +1,24 @@
 """Code Editor view — renders the Ace editor, file tabs, and execution output."""
 
+import ast
+
 import streamlit as st
 import streamlit_ace as st_ace
 from pathlib import Path
 
 from backend.managers.file_manager import FileManager
 from backend.managers.execution_engine import ExecutionEngine
-from backend.managers.debug_logger import DebugLogger
+from backend.managers.debug_logger import get_logger, DebugLogger
+logger = get_logger(__name__)
 
 # Maps file extensions to Ace editor language modes for syntax highlighting.
 LANG_MAP = {
-    ".py": "python", ".tex": "latex", ".js": "javascript",
+    ".py": "python", ".js": "javascript",
     ".html": "html", ".css": "css", ".sh": "bash",
     ".json": "json", ".yaml": "yaml", ".yml": "yaml"
     }
 
 
-
 # ── Modals ────────────────────────────────────────────────────────────────────
 
 @st.dialog("Rename File")
@@ -51,8 +53,10 @@ def _rename_dialog(file_path: str):
                     if st.session_state.active_file == file_path:
                         st.session_state.active_file = new_file_path
                     st.rerun()
+                    logger.info("Rename file %s to %s successfull", file_path, new_name )
                 else:
-                    st.error("Rename failed. Check that the file still exists.")
+                    logger.warning("Rename failed.")
+                    st.error("Rename failed. Check that the file %s still exists.", file_path)
     with col2:
         if st.button("Cancel", use_container_width=True):
             st.rerun()
@@ -60,6 +64,14 @@ def _rename_dialog(file_path: str):
 
 @st.dialog("Delete File")
 def _delete_dialog(abs_file_path: str):
+    """Confirmation dialog before permanently deleting the given file.
+
+    Removes the file from disk and also cleans up the editor's open-files list,
+    content cache, and active_file pointer so the UI stays consistent.
+
+    Args:
+        abs_file_path: Absolute path to the file that should be deleted.
+    """
     fm = FileManager()
     file_name = Path(abs_file_path).name
     relative_path = str(Path(abs_file_path).relative_to(fm.base_path))
@@ -77,17 +89,23 @@ def _delete_dialog(abs_file_path: str):
                         if st.session_state.open_files else None
                     )
                 st.rerun()
+                logger.info("Deleting file %s successfull.", abs_file_path)
             else:
                 st.error("Delete failed. Check that the file still exists.")
+                logger.warning("Deleting file %s failed.", abs_file_path)
     with col2:
         if st.button("Cancel", use_container_width=True):
             st.rerun()
 
 
 def run_active_file():
-    """Execute the currently active file and store the result in session_state.
+    """Execute the currently active file and store the result in exec_results[file_path].
-    Returns the execution result dict {stdout, stderr, return_code}, or None
+
-    if no active file is set.
+    Runs an ast.parse() check first — if the syntax is invalid the file is not
+    executed and ast_error=True is stored so the UI can show a targeted warning.
+
+    Returns:
+        The result dict, or None if no active file is set.
     """
     active_file = st.session_state.active_file
 
@@ -96,120 +114,170 @@ def run_active_file():
         return
 
     execution_engine = ExecutionEngine()
-    debug_logger = DebugLogger()
     
-    debug_logger.clear()
+    logger.info("Executing code from %s...", active_file)
-    debug_logger.log(f"Executing code from {active_file}...")
+
+    # ast check — only for Python files
+    if Path(active_file).suffix == ".py":
+        source = st.session_state.get("files_content", {}).get(active_file, "")
+        try:
+            ast.parse(source)
+        except SyntaxError as e:
+            result = {"stdout": "", "stderr": str(e), "return_code": -1, "ast_error": True}
+            st.session_state.exec_results[active_file] = result
+            logger.error("Syntax error: %s", e)
+            return result
 
     with st.spinner(f"Running {Path(active_file).name}..."):
         output = execution_engine.run_code(Path(active_file))
 
     if output["rc"] == 0:
-        debug_logger.log("Execution completed successfully.")
+        logger.info("Execution completed successfully.")
     else:
-        debug_logger.log_error(f"Execution failed with exit code {output['rc']}.")
+        logger.error("Execution failed with exit code %s.", output['rc'])
 
-    st.session_state.code_execution_output = {
+    result = {
         "stdout": output["stdout"],
         "stderr": output["stderr"],
-        "return_code": output["rc"]
+        "return_code": output["rc"],
+        "ast_error": False,
     }
-    result = st.session_state.code_execution_output
+    st.session_state.exec_results[active_file] = result
     return result
 
-def render_editor():
+class FileViewer:
-    """Render the full Code Editor view with tabs, Ace editor, and run output."""
+    """UI component that renders the code editor tabs, Ace editor, and run output."""
-    st.subheader("Code Editor")
 
-    if not st.session_state.open_files:
+    def __init__(self):
-        st.info("Please select a file to edit.")
+        self.fm = FileManager()
-        return
 
-    fm = FileManager()
+    def render(self):
+        """Render the full Code Editor view with tabs, Ace editor, and run output."""
+        st.subheader("Code Editor")
 
-    # ── Tab bar via st.tabs() ─────────────────────────────────────────────────
+        if not st.session_state.open_files:
-    # Build one tab per open file, named by the file's basename.
+            st.info("Please select a file to edit.")
-    tab_names = [Path(f).name for f in st.session_state.open_files]
+            return
-    tabs = st.tabs(tab_names)
 
-    for idx, file_path in enumerate(st.session_state.open_files):
+        # ── Tab bar via st.tabs() ─────────────────────────────────────────────
-        with tabs[idx]:
+        tab_names = [Path(f).name for f in st.session_state.open_files]
-            # Load file content from disk on first open; afterwards use the cached version.
+        tabs = st.tabs(tab_names)
-            if file_path not in st.session_state.files_content:
-                st.session_state.files_content[file_path] = fm.read_file(Path(file_path))
 
-            file_language = LANG_MAP.get(Path(file_path).suffix, "text")
+        # Tab-Sprung via JavaScript — pop() verhindert Loop bei jedem Rerun.
-
+        jump_target = st.session_state.pop("_jump_to_tab", None)
-            # Ace editor widget — auto_update sends content to Python on each keystroke.
+        if jump_target and jump_target in st.session_state.open_files:
-            code = st_ace.st_ace(
+            idx = st.session_state.open_files.index(jump_target)
-                value=st.session_state.files_content[file_path],
+            st.components.v1.html(
-                language=file_language,
+                f"""<script>
-                theme="monokai",
+                    (function() {{
-                key=f"code_editor_{file_path}",
+                        setTimeout(function() {{
-                auto_update=True,
+                            const tabs = window.parent.document
-                height=400,
+                                .querySelectorAll('button[data-baseweb="tab"]');
+                            if (tabs[{idx}]) tabs[{idx}].click();
+                        }}, 100);
+                    }})();
+                </script>""",
+                height=0,
             )
 
-            # Keep the in-memory cache in sync with what the editor currently shows.
+        for idx, file_path in enumerate(st.session_state.open_files):
-            if code != st.session_state.files_content[file_path]:
+            with tabs[idx]:
-                st.session_state.files_content[file_path] = code
+                # Load file content from disk on first open; use cached version afterwards.
+                if file_path not in st.session_state.files_content:
+                    st.session_state.files_content[file_path] = self.fm.read_file(Path(file_path))
 
-            cols = st.columns([1, 1, 1, 1])
+                file_language = LANG_MAP.get(Path(file_path).suffix, "text")
-            with cols[0]:
-                if st.button("Save Changes", key=f"save_{file_path}"):
-                    if fm.save_file(file_path, code):
-                        st.success("File saved successfully!")
 
-            with cols[1]:
+                code = st_ace.st_ace(
-                if st.button("Close File", key=f"close_{file_path}"):
+                    value=st.session_state.files_content[file_path],
-                    st.session_state.open_files.remove(file_path)
+                    language=file_language,
-                    st.session_state.files_content.pop(file_path, None)
+                    theme="monokai",
-                    # Switch active_file to the next available tab.
+                    key=f"code_editor_{file_path}",
-                    st.session_state.active_file = (
+                    auto_update=True,
-                        st.session_state.open_files[0]
+                    height=400,
-                        if st.session_state.open_files else None
+                )
+
+                if code != st.session_state.files_content[file_path]:
+                    st.session_state.files_content[file_path] = code
+
+                cols = st.columns([1, 1, 1, 1, 1])
+                with cols[0]:
+                    if st.button("Save Changes", key=f"save_{file_path}"):
+                        if self.fm.save_file(file_path, code):
+                            st.success("File saved successfully!")
+
+                with cols[1]:
+                    st.download_button(
+                        label="Download",
+                        data=st.session_state.files_content.get(file_path, ""),
+                        file_name=Path(file_path).name,
+                        mime="text/plain",
+                        key=f"download_{file_path}",
                     )
+
+                with cols[2]:
+                    if st.button("Close File", key=f"close_{file_path}"):
+                        st.session_state.open_files.remove(file_path)
+                        st.session_state.files_content.pop(file_path, None)
+                        st.session_state.active_file = (
+                            st.session_state.open_files[0]
+                            if st.session_state.open_files else None
+                        )
+                        st.rerun()
+
+                with cols[3]:
+                    if st.button("Rename File", key=f"rename_{file_path}"):
+                        _rename_dialog(file_path)
+
+                with cols[4]:
+                    if st.button("Delete File", key=f"delete_{file_path}"):
+                        _delete_dialog(file_path)
+
+                # ── Run + Output ──────────────────────────────────────────────
+                if st.button("▶ Run Code", key=f"run_code_{file_path}", type="primary"):
+                    run_active_file()
                     st.rerun()
 
-            with cols[2]:
+                result = st.session_state.get("exec_results", {}).get(file_path)
-                if st.button("Rename File", key=f"rename_{file_path}"):
+                if result:
-                    _rename_dialog(file_path)
+                    st.subheader("Execution Output")
 
-            with cols[3]:
+                    if result.get("ast_error"):
-                if st.button("Delete File", key=f"delete_{file_path}"):
+                        st.warning("⚠️ Syntax Error detected before execution — code was not run.")
-                    _delete_dialog(file_path)
+                    elif result["return_code"] == 0:
+                        st.success("✅ Exit code: 0")
+                    else:
+                        st.error(f"❌ Exit code: {result['return_code']}")
 
-    if st.button("▶ Run Code", key="run_code"):
+                    if result["return_code"] != 0 or result.get("stderr"):
-            result = run_active_file()
+                        if st.button("🐛 Debug with AI", key=f"debug_with_ai_{file_path}", type="primary"):
-            if not result:
+                            file_name = Path(file_path).name
-                st.stop()
+                            code_content = st.session_state.files_content.get(file_path, "")
+                            lang = LANG_MAP.get(Path(file_path).suffix, "python")
+                            formatted_output = DebugLogger.format_debug_output(result)
+                            debug_message = (
+                                f"I got an error while running **{file_name}**:\n\n"
+                                f"```\n{formatted_output}\n```\n\n"
+                                f"**Here is the code:**\n```{lang}\n{code_content}\n```\n\n"
+                                f"Can you help me fix this?"
+                            )
+                            st.session_state.pending_debug_message = debug_message
+                            st.session_state["_navigate_to_chat"] = True
+                            st.rerun()
 
-            st.subheader("Execution Output")
+                    if result.get("stdout"):
+                        st.text_area("Standard Output", value=result["stdout"], height=200,
+                                     disabled=True, key=f"run_stdout_{file_path}")
+                    if result.get("stderr"):
+                        st.text_area("Standard Error", value=result["stderr"], height=200,
+                                     disabled=True, key=f"run_stderr_{file_path}")
+                    if not result.get("stdout") and not result.get("stderr"):
+                        st.info("No output produced by the code execution.")
 
-            # Green on exit code 0 (success), red on anything else (error/crash).
-            if result["return_code"] == 0:
-                st.success(f"Exit code: {result['return_code']}")
-            else:
-                st.error(f"Exit code: {result['return_code']}")
-
-            if result["stdout"]:
-                st.text_area(
-                    "Standard Output",
-                    value=result["stdout"],
-                    height=200,
-                    disabled=True,
-                    key="run_stdout")
-
-            if result["stderr"]:
-                st.text_area(
-                    "Standard Error",
-                    value=result["stderr"],
-                    height=200,
-                    disabled=True,
-                    key="run_stderr")
-            if not result["stdout"] and not result["stderr"]:
-                st.info("No output produced by the code execution.")
 
+def render_editor():
+    """Entry point for app.py — delegates to FileViewer."""
+    FileViewer().render()
 
 
 if __name__ == "__main__":

frontend/sidebar.py

@@ -53,6 +53,12 @@ def _delete_folder_dialog(folder_rel: str, folder_name: str):
 
 @st.dialog("Add File")
 def _add_file_dialog(parent_path: str = ""):
+    """Dialog for creating a new file inside the given folder (or workspace root).
+
+    Args:
+        parent_path: Workspace-relative path of the parent folder.  Pass an
+            empty string to create the file at the workspace root.
+    """
     with st.form("add_file_form"):
         name = st.text_input("File name:", placeholder="e.g. script.py")
         col1, col2 = st.columns(2)
@@ -77,6 +83,12 @@ def _add_file_dialog(parent_path: str = ""):
 
 @st.dialog("Add Folder")
 def _add_folder_dialog(parent_path: str = ""):
+    """Dialog for creating a new subfolder inside the given folder (or workspace root).
+
+    Args:
+        parent_path: Workspace-relative path of the parent folder.  Pass an
+            empty string to create the folder at the workspace root.
+    """
     with st.form("add_folder_form"):
         name = st.text_input("Folder name:", placeholder="e.g. utils")
         col1, col2 = st.columns(2)
@@ -98,99 +110,6 @@ def _add_folder_dialog(parent_path: str = ""):
         if cancel:
             st.rerun()
 
-
-@st.dialog("Rename File")
-def _rename_file_dialog(relative_file_path: str, file_name: str):
-    """
-    Dialog to rename a file.
-
-    Args:
-        relative_file_path (str): The current relative path (without base path) to the file to rename, including the file name.
-        file_name (str): The current name of the file, including the extension.
-    """
-    st.write(f"Current name: **{file_name}**")
-
-    with st.form("rename_file_form"):
-        new_name = st.text_input(
-            "New name:",
-            value=Path(relative_file_path).stem
-        )
-
-        col1, col2 = st.columns(2)
-
-        with col1:
-            submitted = st.form_submit_button(
-                "Confirm",
-                type="primary",
-                use_container_width=True
-            )
-
-        with col2:
-            cancel = st.form_submit_button(
-                "Cancel",
-                use_container_width=True
-            )
-
-        if submitted:
-            if not new_name.strip():
-                st.warning("Please enter a name.")
-            elif "/" in new_name or "\\" in new_name or "." in new_name:
-                st.warning("Name must not contain slashes.")
-            else:
-                if fm.rename_file(relative_file_path, new_name.strip()):
-                    absolute_file_path = str(Path(fm.base_path / relative_file_path))
-                    ext = Path(absolute_file_path).suffix
-                    new_file_path = str(
-                        Path(absolute_file_path).parent / (Path(new_name.strip()).stem + ext)
-                    )
-
-                    if absolute_file_path in st.session_state.open_files:
-                        i = st.session_state.open_files.index(absolute_file_path)
-                        st.session_state.open_files[i] = new_file_path
-
-                    if absolute_file_path in st.session_state.files_content:
-                        st.session_state.files_content[new_file_path] = \
-                            st.session_state.files_content.pop(absolute_file_path)
-
-                    if st.session_state.active_file == absolute_file_path:
-                        st.session_state.active_file = new_file_path
-
-                    st.rerun()
-                else:
-                    st.error("Rename failed. Check that the file still exists.")
-                    st.error(f"Attempted to rename: {relative_file_path} to {new_name.strip()}")
-
-        if cancel:
-            st.rerun()
-
-
-@st.dialog("Delete File")
-def _delete_file_dialog(relative_file_path: str, file_name: str):
-    st.warning(f"Delete **{file_name}**? This cannot be undone.")
-
-    col1, col2 = st.columns(2)
-    with col1:
-        if st.button("Delete", type="primary", use_container_width=True):
-            if fm.delete_file(relative_file_path):
-                abs_file_path = str(Path(fm.base_path) / relative_file_path)
-                print(f"Deleting file at absolute path: {abs_file_path}")  # Debugging info
-                print(f"Current open files before deletion: {st.session_state.open_files}")  # Debugging info
-
-                st.session_state.open_files.remove(abs_file_path)
-                st.session_state.files_content.pop(abs_file_path, None)
-                if st.session_state.active_file == abs_file_path:
-                    st.session_state.active_file = (
-                        st.session_state.open_files[0]
-                        if st.session_state.open_files else None
-                    )
-                st.rerun()
-            else:
-                st.error("Delete failed. Check that the file still exists.")
-    with col2:
-        if st.button("Cancel", use_container_width=True):
-            st.rerun()
-
-
 # ── File tree ─────────────────────────────────────────────────────────────────
 
 def build_arborist_tree(tree, parent_path=Path()):
@@ -234,16 +153,31 @@ def build_arborist_tree(tree, parent_path=Path()):
 
 
 def render_filetree_arborist(tree):
-    """Render the interactive file tree and return the currently selected node dict."""
+    """Render the interactive file tree and return the currently selected node dict.
+
+    Passes the active file's relative path as ``selection`` so the tree always
+    highlights whichever file is currently open in the editor, even when the
+    user switches tabs instead of clicking the tree.
+    """
     data = build_arborist_tree(tree)
 
+    # Compute the node-ID of the currently active file (posix relative path)
+    # so the tree highlights it regardless of how the tab was opened.
+    active_selection = None
+    active_file = st.session_state.get("active_file")
+    if active_file:
+        try:
+            active_selection = str(Path(active_file).relative_to(fm.base_path).as_posix())
+        except ValueError:
+            pass
+
     selected = tree_view(
         data=data,
         icons={"open": "📂", "closed": "📁"},
-        height=200,
+        height=350,
-        selection=None,
+        selection=active_selection,
         select_internal_nodes=True,  # allow clicking folder names, not just files
-        open_by_default=False
+        open_by_default=True,
     )
 
     return selected
@@ -257,7 +191,16 @@ def render_sidebar():
     Tree click handling:
     - Clicking a file   → appended to open_files, set as active_file
     - Clicking a folder → stored in selected_folder so the action bar appears
+
+    Navigation flags (_navigate_to_editor, _navigate_to_chat) are consumed here
+    at the very top — before any widget is rendered — to avoid StreamlitAPIException.
     """
+    # Consume navigation flags before any widget renders.
+    if st.session_state.pop("_navigate_to_editor", False):
+        st.session_state.radio_interface_options = "Code Editor"
+    if st.session_state.pop("_navigate_to_chat", False):
+        st.session_state.radio_interface_options = "Chat with AI Assistant"
+
     st.sidebar.title("Navigation")
 
     navigation_section = st.sidebar.container()
@@ -294,13 +237,16 @@ def render_sidebar():
                             abs_path = fm.base_path / selected_path
 
                             if abs_path.is_file():
-                                # Open the file in the editor.
+                                # Open the file in the editor, jump to its tab,
+                                # and switch the view to the Editor pane.
                                 st.session_state.selected_folder = None
                                 st.session_state.selected_folder_rel = None
                                 file_str = str(abs_path)
                                 if file_str not in st.session_state.open_files:
                                     st.session_state.open_files.append(file_str)
                                 st.session_state.active_file = file_str
+                                st.session_state._jump_to_tab = file_str
+                                st.session_state._navigate_to_editor = True
                                 st.rerun()
 
                             elif abs_path.is_dir():
@@ -324,17 +270,6 @@ def render_sidebar():
                     if st.button("Delete Folder", key="btn_delete_folder", use_container_width=True):
                         _delete_folder_dialog(folder_rel, folder_name)
 
-            if st.session_state.get("active_file"):
-                active_file_name = Path(st.session_state.active_file).name
-                file_rel = str(Path(st.session_state.active_file).relative_to(fm.base_path))
-
-                with st.container(border=True):
-                    st.write(f"**File actions:** {active_file_name}")
-                    if st.button("Rename File", key="btn_rename_file", use_container_width=True):
-                        _rename_file_dialog(file_rel, active_file_name)
-                    if st.button("Delete File", key="btn_delete_active_file", use_container_width=True):
-                        _delete_file_dialog(file_rel, active_file_name)
-
         with add_more:
             # Popover for workspace-root actions (not tied to any selected folder).
             with st.popover("⚙️ Explorer Options", key="popover_options", use_container_width=True):
@@ -344,7 +279,21 @@ def render_sidebar():
                 if st.button("Add Folder", key="btn_add_folder", use_container_width=True):
                     _add_folder_dialog("")
 
-    return
+                st.divider()
+
+                uploaded = st.file_uploader(
+                    "Upload File",
+                    type=["py", "js", "html", "css", "json", "yaml", "txt", "md"],
+                    key="sidebar_file_upload",
+                )
+                if uploaded is not None:
+                    if uploaded.size > 1_000_000:
+                        st.error("File is too large (max 1 MB).")
+                    else:
+                        content = uploaded.getvalue().decode("utf-8", errors="replace")
+                        dest = str(fm.base_path / uploaded.name)
+                        if fm.save_file(dest, content):
+                            st.success(f"'{uploaded.name}' uploaded successfully.")
 
 
 if __name__ == "__main__":

frontend/state.py

@@ -10,84 +10,93 @@ from backend.managers.chat_manager import ChatManager
 
 
 def init_state():
-    # Sidebar state initialization
+    """Initialise all Streamlit session-state keys with safe defaults.
+
+    Uses ``if key not in st.session_state`` guards throughout so that existing
+    values are never overwritten on subsequent reruns — only missing keys are
+    set. This means it is safe to call multiple times per session.
+    """
+    # ── Sidebar state ─────────────────────────────────────────────────────────
+
     # last_selected tracks the previously clicked tree node to detect new clicks
+    # and avoid re-running the same file-open logic on every Streamlit rerender.
     if "last_selected" not in st.session_state:
         st.session_state.last_selected = None
 
-    # Absolute path and workspace-relative path of the currently highlighted folder
+    # Absolute path and workspace-relative path of the currently highlighted folder.
+    # Both are set together; both are cleared together when a folder is deselected.
     if "selected_folder" not in st.session_state:
         st.session_state.selected_folder = None
 
     if "selected_folder_rel" not in st.session_state:
         st.session_state.selected_folder_rel = None
 
-    # Chat manager (persists across reruns)
+    # ── Chat manager ──────────────────────────────────────────────────────────
-    # ChatManager keeps the full conversation history in memory across reruns
+
+    # ChatManager keeps the full conversation history in memory across reruns.
+    # Instantiated once and reused so history is not lost on page rerenders.
     if "chat_manager" not in st.session_state:
         st.session_state.chat_manager = ChatManager()
 
-    # Editor state initialization
+    # ── Editor state ──────────────────────────────────────────────────────────
-    # List of absolute file paths that are currently open as tabs
+
+    # Ordered list of absolute file paths currently open as editor tabs.
+    # The list order determines the visual tab order in the UI.
     if "open_files" not in st.session_state:
-        """A list of currently open file paths - absolute paths only. The order determines the tab order in the UI.
-        Format: [ "path/to/file1.py", "path/to/file2.js", ... ]
-        """
         st.session_state.open_files = []
 
-    # Dict mapping file path → current editor content (may be unsaved)
+    # Dict mapping absolute file path → current editor content (may differ from
+    # disk if the user has unsaved changes).
     if "files_content" not in st.session_state:
-        """A dictionary mapping file paths to their current content in the editor.
-        Format: { "path/to/file.py": "file content as string", ... }
-        """
         st.session_state.files_content = {}
 
-    # Absolute path of the file whose tab is currently active
+    # Absolute path of the file whose tab is currently active in the editor.
+    # Must always be one of the paths in open_files, or None if no file is open.
     if "active_file" not in st.session_state:
-        """The currently active file in the editor (absolute path in string e.g. "/workspace/path/to/file.py"). 
-        Should be one of the paths in open_files or None if no file is open."""
         st.session_state.active_file = None
 
-    # Index of the active tab (used by st.tabs)
+    # Per-file execution results: {file_path: {stdout, stderr, return_code, ast_error}}
-    if "active_tab" not in st.session_state:
+    if "exec_results" not in st.session_state:
-        st.session_state.active_tab = 0
+        st.session_state.exec_results = {}
 
-    if "is_editing" not in st.session_state:
+    # ── Chat state ────────────────────────────────────────────────────────────
-        st.session_state.is_editing = False
 
-    if "code_suggestions" not in st.session_state:
+    # Flat list of {"role": ..., "content": ...} dicts rendered as chat bubbles.
-        st.session_state.code_suggestions = []
+    # System messages are stored here too but skipped during display.
-
-    # Output dict from the last code run: {stdout, stderr, return_code}
-    if "code_execution_output" not in st.session_state:
-        st.session_state.code_execution_output = ""
-
-    # Chat state initialization
-    # Flat list of {"role": ..., "content": ...} dicts shown as chat bubbles
     if "chat_history" not in st.session_state:
         st.session_state.chat_history = []
 
-    # Agent Mode state
+    # ── Agent Mode state ──────────────────────────────────────────────────────
-    # Whether the UI is currently in Agent Mode (vs normal chat)
+
+    # Boolean toggle — True while the UI is in Coding Agent mode.
     if "agent_mode" not in st.session_state:
         st.session_state.agent_mode = False
 
-    # The live CodingAgent instance while a task is running
+    # The live CodingAgent instance while a task is running.
+    # Set by _start_agent(), cleared by _reset_agent().
     if "coding_agent" not in st.session_state:
         st.session_state.coding_agent = None
 
-    # Current status of the agent: "idle" | "waiting_approval" | "done"
+    # Lifecycle state of the agent: "idle" | "waiting_approval" | "done".
+    # Controls which sub-screen render_agent_mode() displays.
     if "agent_status" not in st.session_state:
         st.session_state.agent_status = "idle"
 
-    # List of completed steps shown in the collapsible Agent Log
+    # Chronological list of completed step records shown in the Agent Log expander.
+    # Each entry: {"thought": str, "tool": str, "arguments": dict, "result": str}
     if "agent_log" not in st.session_state:
         st.session_state.agent_log = []
 
-    # The action the agent proposed but has not yet been approved or rejected
+    # The action the agent has proposed but that has not yet been approved or
+    # rejected by the user.  Stored as the raw dict returned by propose_next_action().
     if "agent_pending_action" not in st.session_state:
         st.session_state.agent_pending_action = None
 
+    # Web search results to be injected as context into the next AI message.
+    # List of {"title": str, "url": str, "snippet": str} dicts, or empty list.
+    if "search_results" not in st.session_state:
+        st.session_state.search_results = []
+
 
 
 if __name__ == "__main__":

requirements.txt

@@ -1,5 +1,6 @@
 # Core Framework
-streamlit>=1.28.0
+streamlit==1.57.0
+streamlit_arborist>=0.1.0
 
 # AI/LLM Integration
 openai>=1.0.0
@@ -24,3 +25,7 @@ python-dotenv>=1.0.0
 
 #For code editor functionality
 streamlit-ace>=0.1.0
+
+#MCP-Code execution tools
+pyflakes>=0.1.0
+pygame>=0.1.0

run_agent.py

@@ -1,78 +0,0 @@
-"""
-Temporäres Test-Script für den CodingAgent – kann danach gelöscht werden.
-
-Ausführen:
-    python run_agent.py
-
-Steuerung:
-    Enter        → Aktion ausführen (approve)
-    Text + Enter → Feedback geben (reject + replan)
-    stop         → Abbrechen
-"""
-
-import sys
-from pathlib import Path
-
-sys.path.insert(0, str(Path(__file__).parent))
-
-from backend.agent.coding_agent import CodingAgent, WORKSPACE
-
-
-def run():
-    print("\n" + "=" * 60)
-    print("  CodingAgent – Interaktiver Test")
-    print("=" * 60)
-    print(f"  Workspace: {WORKSPACE}")
-    print("  [Enter] = Aktion ausführen | Text = Feedback | 'stop' = Abbruch")
-    print("=" * 60 + "\n")
-
-    task = input("Aufgabe eingeben: ").strip()
-    if not task:
-        print("Keine Aufgabe eingegeben. Beende.")
-        return
-
-    agent = CodingAgent()
-    agent.start_task(task)
-    print(f"\nAgent gestartet für: '{task}'\n")
-
-    step = 0
-    while not agent.is_done:
-        step += 1
-        print(f"\n{'─' * 60}")
-        print(f"  Schritt {step} – Agent überlegt...")
-
-        action = agent.propose_next_action()
-
-        print(f"\n  Thought  : {action.get('thought', '')}")
-        print(f"  Tool     : {action.get('tool', '')}")
-        print(f"  Arguments: {action.get('arguments', {})}")
-        print()
-
-        user_input = input("  [Enter]=ausführen  |  Text=Feedback  |  stop=Abbruch: ").strip()
-
-        if user_input.lower() in ("stop", "abort"):
-            print("\nAbgebrochen.")
-            break
-
-        if user_input:
-            agent.reject(user_input)
-            print(f"  → Feedback injiziert. Agent plant neu.\n")
-            continue
-
-        result = agent.approve()
-
-        print(f"\n  Resultat ({result['tool']}):")
-        print(f"  {result['result'][:300]}{'...' if len(result['result']) > 300 else ''}")
-
-        if result["is_done"]:
-            print("\n" + "=" * 60)
-            print("  FERTIG!")
-            print(f"  {result['result']}")
-            print("=" * 60)
-
-
-if __name__ == "__main__":
-    try:
-        run()
-    except KeyboardInterrupt:
-        print("\n\nUnterbrochen.")

tests/test_chat_manager.py

@@ -134,24 +134,3 @@ class TestSendMessage:
                 cm.send_message("Hello")
 
 
-# ── get_chat_display ──────────────────────────────────────────────────────────
-
-class TestGetChatDisplay:
-    """Tests for get_chat_display: correct shape and ordering."""
-
-    @pytest.fixture
-    def cm(self):
-        return ChatManager()
-
-    def test_display_has_role_and_content_keys(self, cm):
-        cm.add_message("user", "Hello")
-        entry = cm.get_chat_display()[0]
-        assert "role" in entry
-        assert "content" in entry
-
-    def test_display_preserves_message_order(self, cm):
-        cm.add_message("user", "First")
-        cm.add_message("assistant", "Second")
-        display = cm.get_chat_display()
-        assert display[0]["role"] == "user"
-        assert display[1]["role"] == "assistant"

tests/test_coding_agent.py

@@ -21,12 +21,10 @@ from pathlib import Path
 from unittest.mock import MagicMock, patch
 
 import pytest
-import pytest_asyncio
 
 sys.path.insert(0, str(Path(__file__).parent.parent))
 
 from backend.agent.coding_agent import (
-    MAX_HISTORY_CHARS,
     MAX_ITERATIONS,
     MAX_RESULT_LENGTH,
     CodingAgent,

tests/test_debug_logger.py

@@ -1,4 +1,9 @@
-"""Tests for DebugLogger (backend/managers/debug_logger.py)."""
+"""Tests for DebugLogger (backend/managers/debug_logger.py).
+
+DebugLogger is a classmethod-based utility.  Its _error_log class variable
+persists across tests, so every test that modifies it must call
+DebugLogger.clear_errors() in teardown (handled by the autouse fixture).
+"""
 
 import sys
 from pathlib import Path
@@ -11,100 +16,94 @@ from backend.managers.debug_logger import DebugLogger
 
 # ── Fixtures ──────────────────────────────────────────────────────────────────
 
-@pytest.fixture
+@pytest.fixture(autouse=True)
-def logger():
+def clear_error_log():
-    """Return a fresh DebugLogger for each test."""
+    """Reset the shared _error_log class variable before and after each test."""
-    return DebugLogger()
+    DebugLogger.clear_errors()
-
+    yield
-
+    DebugLogger.clear_errors()
-# ── log() ─────────────────────────────────────────────────────────────────────
-
-class TestLog:
-    """Tests for log(): each call appends an INFO-level entry with message."""
-
-    def test_log_appends_entry(self, logger):
-        logger.log("started")
-        assert len(logger.logs) == 1
-
-    def test_log_sets_level_info(self, logger):
-        logger.log("started")
-        assert logger.logs[0]["level"] == "INFO"
-
-    def test_log_stores_message(self, logger):
-        logger.log("executing file.py")
-        assert logger.logs[0]["message"] == "executing file.py"
 
 
 # ── log_error() ───────────────────────────────────────────────────────────────
 
 class TestLogError:
-    """Tests for log_error(): level is ERROR, not INFO."""
+    """Tests for log_error(): appends the message to the in-memory error list."""
 
-    def test_log_error_sets_level_error(self, logger):
+    def test_log_error_appends_to_error_log(self):
-        logger.log_error("something broke")
+        DebugLogger.log_error("something broke")
-        assert logger.logs[0]["level"] == "ERROR"
+        assert "something broke" in DebugLogger.get_errors()
 
-    def test_log_and_log_error_are_distinct_levels(self, logger):
+    def test_log_error_multiple_messages_all_stored(self):
-        logger.log("info message")
+        DebugLogger.log_error("first error")
-        logger.log_error("error message")
+        DebugLogger.log_error("second error")
-        assert logger.logs[0]["level"] == "INFO"
+        errors = DebugLogger.get_errors()
-        assert logger.logs[1]["level"] == "ERROR"
+        assert "first error" in errors
+        assert "second error" in errors
+
+    def test_log_error_preserves_order(self):
+        DebugLogger.log_error("alpha")
+        DebugLogger.log_error("beta")
+        errors = DebugLogger.get_errors()
+        assert errors.index("alpha") < errors.index("beta")
 
 
-# ── get_logs() ────────────────────────────────────────────────────────────────
+# ── get_errors() ──────────────────────────────────────────────────────────────
 
-class TestGetLogs:
+class TestGetErrors:
-    """Tests for get_logs()."""
+    """Tests for get_errors(): returns the current in-memory error list."""
 
-    def test_get_logs_returns_all_entries(self, logger):
+    def test_get_errors_empty_initially(self):
-        logger.log("first")
+        assert DebugLogger.get_errors() == []
-        logger.log_error("second")
+
-        assert len(logger.get_logs()) == 2
+    def test_get_errors_reflects_logged_errors(self):
+        DebugLogger.log_error("boom")
+        assert len(DebugLogger.get_errors()) == 1
 
 
-# ── clear() ───────────────────────────────────────────────────────────────────
+# ── clear_errors() ────────────────────────────────────────────────────────────
 
-class TestClear:
+class TestClearErrors:
-    """Tests for clear()."""
+    """Tests for clear_errors(): wipes the in-memory error list."""
 
-    def test_clear_removes_all_entries(self, logger):
+    def test_clear_errors_empties_list(self):
-        logger.log("first")
+        DebugLogger.log_error("will be cleared")
-        logger.log_error("second")
+        DebugLogger.clear_errors()
-        logger.clear()
+        assert DebugLogger.get_errors() == []
-        assert logger.logs == []
+
+    def test_clear_errors_on_empty_list_does_not_raise(self):
+        DebugLogger.clear_errors()  # already empty from autouse fixture
 
 
 # ── format_debug_output() ─────────────────────────────────────────────────────
 
 class TestFormatDebugOutput:
-    """Tests for format_debug_output(): renders rc, stdout, stderr, and log entries."""
+    """Tests for format_debug_output(): renders return_code, stdout, and stderr."""
 
-    def test_success_exit_code_shows_success(self, logger):
+    def test_contains_execution_result_header(self):
-        result = logger.format_debug_output({"rc": 0, "stdout": "", "stderr": ""})
+        result = DebugLogger.format_debug_output({"return_code": 0, "stdout": "", "stderr": ""})
-        assert "[SUCCESS]" in result
+        assert "=== Execution Result ===" in result
 
-    def test_nonzero_exit_code_shows_failed(self, logger):
+    def test_exit_code_zero_appears_in_output(self):
-        result = logger.format_debug_output({"rc": 1, "stdout": "", "stderr": ""})
+        result = DebugLogger.format_debug_output({"return_code": 0, "stdout": "", "stderr": ""})
-        assert "[FAILED]" in result
+        assert "Exit Code: 0" in result
 
-    def test_stdout_included_when_present(self, logger):
+    def test_nonzero_exit_code_appears_in_output(self):
-        result = logger.format_debug_output({"rc": 0, "stdout": "Hello", "stderr": ""})
+        result = DebugLogger.format_debug_output({"return_code": 1, "stdout": "", "stderr": ""})
+        assert "Exit Code: 1" in result
+
+    def test_stdout_included_when_present(self):
+        result = DebugLogger.format_debug_output({"return_code": 0, "stdout": "Hello", "stderr": ""})
         assert "Hello" in result
-        assert "stdout" in result
 
-    def test_stderr_included_when_present(self, logger):
+    def test_stderr_included_when_present(self):
-        result = logger.format_debug_output({"rc": 1, "stdout": "", "stderr": "NameError"})
+        result = DebugLogger.format_debug_output({"return_code": 1, "stdout": "", "stderr": "NameError"})
         assert "NameError" in result
-        assert "stderr" in result
 
-    def test_log_entries_appended_to_output(self, logger):
+    def test_empty_stdout_shows_none_placeholder(self):
-        logger.log("Executing file.py...")
+        result = DebugLogger.format_debug_output({"return_code": 0, "stdout": "", "stderr": ""})
-        logger.log_error("exit code 1")
+        assert "(none)" in result
-        result = logger.format_debug_output({"rc": 1, "stdout": "", "stderr": ""})
-        assert "Executing file.py..." in result
-        assert "exit code 1" in result
 
-    def test_missing_keys_do_not_raise(self, logger):
+    def test_missing_keys_do_not_raise(self):
-        # Defensive: format_debug_output uses .get() so missing keys are safe
+        # format_debug_output uses .get() so absent keys fall back to defaults.
-        result = logger.format_debug_output({})
+        result = DebugLogger.format_debug_output({})
         assert isinstance(result, str)

tests/test_execution_engine.py

@@ -0,0 +1,387 @@
+import sys
+import pytest
+import subprocess
+from unittest.mock import Mock, patch
+
+from backend.managers.execution_engine import ExecutionEngine
+
+
+# =========================================================
+# FIXTURE
+# =========================================================
+
+@pytest.fixture()
+def engine():
+    return ExecutionEngine()
+
+
+# =========================================================
+# BASIC TESTS (1–10)
+# =========================================================
+
+
+# ---------------------------------------------------------
+# 1. Python-Datei wird korrekt ausgeführt
+# ---------------------------------------------------------
+
+@patch("subprocess.run")
+def test_run_python_file_success(mock_run, engine, tmp_path):
+    file = tmp_path / "test.py"
+    file.write_text("print('hello')")
+
+    mock_run.return_value = Mock(
+        stdout="hello\n",
+        stderr="",
+        returncode=0
+    )
+
+    result = engine.run_code(file)
+
+    assert result["rc"] == 0
+    assert "hello" in result["stdout"]
+
+
+# ---------------------------------------------------------
+# 2. Python-Datei mit Fehler
+# ---------------------------------------------------------
+
+@patch("subprocess.run")
+def test_run_python_file_error(mock_run, engine, tmp_path):
+    file = tmp_path / "broken.py"
+    file.write_text("1/0")
+
+    mock_run.return_value = Mock(
+        stdout="",
+        stderr="ZeroDivisionError",
+        returncode=1
+    )
+
+    result = engine.run_code(file)
+
+    assert result["rc"] == 1
+    assert "ZeroDivisionError" in result["stderr"]
+
+
+
+# ---------------------------------------------------------
+# 4. Unsupported File Type
+# ---------------------------------------------------------
+
+def test_run_unsupported_file(engine, tmp_path):
+    file = tmp_path / "test.js"
+    file.write_text("console.log('x')")
+
+    result = engine.run_code(file)
+
+    assert result["rc"] == 1
+    assert "Unsupported file type" in result["stderr"]
+
+
+# ---------------------------------------------------------
+# 5. Timeout wird behandelt
+# ---------------------------------------------------------
+
+@patch("subprocess.run")
+def test_run_timeout(mock_run, engine, tmp_path):
+    file = tmp_path / "slow.py"
+    file.write_text("while True: pass")
+
+    mock_run.side_effect = subprocess.TimeoutExpired(
+        cmd=["py"],
+        timeout=30
+    )
+
+    result = engine.run_code(file)
+
+    assert result["rc"] == -1
+    assert "Timed out" in result["stderr"]
+
+
+# ---------------------------------------------------------
+# 6. Fehlender Interpreter
+# ---------------------------------------------------------
+
+@patch("subprocess.run")
+def test_run_missing_interpreter(mock_run, engine, tmp_path):
+    file = tmp_path / "test.py"
+    file.write_text("print(1)")
+
+    mock_run.side_effect = FileNotFoundError("py not found")
+
+    result = engine.run_code(file)
+
+    assert result["rc"] == -1
+    assert "py not found" in result["stderr"]
+
+
+# ---------------------------------------------------------
+# 7. Allgemeine Exception
+# ---------------------------------------------------------
+
+@patch("subprocess.run")
+def test_run_general_exception(mock_run, engine, tmp_path):
+    file = tmp_path / "test.py"
+    file.write_text("print(1)")
+
+    mock_run.side_effect = RuntimeError("unexpected")
+
+    result = engine.run_code(file)
+
+    assert result["rc"] == -1
+    assert "unexpected" in result["stderr"]
+
+
+# ---------------------------------------------------------
+# 8. subprocess.run wird mit cwd ausgeführt
+# ---------------------------------------------------------
+
+@patch("subprocess.run")
+def test_run_uses_correct_cwd(mock_run, engine, tmp_path):
+    folder = tmp_path / "project"
+    folder.mkdir()
+
+    file = folder / "main.py"
+    file.write_text("print(1)")
+
+    mock_run.return_value = Mock(
+        stdout="",
+        stderr="",
+        returncode=0
+    )
+
+    engine.run_code(file)
+
+    _, kwargs = mock_run.call_args
+
+    assert kwargs["cwd"] == folder.resolve()
+
+
+# ---------------------------------------------------------
+# 9. subprocess.run nutzt capture_output
+# ---------------------------------------------------------
+
+@patch("subprocess.run")
+def test_run_capture_output_enabled(mock_run, engine, tmp_path):
+    file = tmp_path / "test.py"
+    file.write_text("print(1)")
+
+    mock_run.return_value = Mock(
+        stdout="",
+        stderr="",
+        returncode=0
+    )
+
+    engine.run_code(file)
+
+    _, kwargs = mock_run.call_args
+
+    assert kwargs["capture_output"] is True
+
+
+# ---------------------------------------------------------
+# 10. subprocess.run nutzt text=True
+# ---------------------------------------------------------
+
+@patch("subprocess.run")
+def test_run_text_mode_enabled(mock_run, engine, tmp_path):
+    file = tmp_path / "test.py"
+    file.write_text("print(1)")
+
+    mock_run.return_value = Mock(
+        stdout="",
+        stderr="",
+        returncode=0
+    )
+
+    engine.run_code(file)
+
+    _, kwargs = mock_run.call_args
+
+    assert kwargs["text"] is True
+
+
+# =========================================================
+# EDGE CASE TESTS (11–20)
+# =========================================================
+
+
+# ---------------------------------------------------------
+# 11. Unicode Output
+# ---------------------------------------------------------
+
+@patch("subprocess.run")
+def test_run_unicode_output(mock_run, engine, tmp_path):
+    file = tmp_path / "unicode.py"
+    file.write_text("print('🔥 Grüezi 世界')", encoding="utf-8")
+
+    mock_run.return_value = Mock(
+        stdout="🔥 Grüezi 世界\n",
+        stderr="",
+        returncode=0
+    )
+
+    result = engine.run_code(file)
+
+    assert "🔥 Grüezi 世界" in result["stdout"]
+
+
+# ---------------------------------------------------------
+# 12. Leerer stdout/stderr
+# ---------------------------------------------------------
+
+@patch("subprocess.run")
+def test_run_empty_output(mock_run, engine, tmp_path):
+    file = tmp_path / "empty.py"
+    file.write_text("x = 1")
+
+    mock_run.return_value = Mock(
+        stdout="",
+        stderr="",
+        returncode=0
+    )
+
+    result = engine.run_code(file)
+
+    assert result["stdout"] == ""
+    assert result["stderr"] == ""
+
+
+# ---------------------------------------------------------
+# 13. Sehr langer stdout
+# ---------------------------------------------------------
+
+@patch("subprocess.run")
+def test_run_large_output(mock_run, engine, tmp_path):
+    file = tmp_path / "large.py"
+    file.write_text("print('A')")
+
+    mock_run.return_value = Mock(
+        stdout="A" * 100000,
+        stderr="",
+        returncode=0
+    )
+
+    result = engine.run_code(file)
+
+    assert len(result["stdout"]) == 100000
+
+
+# ---------------------------------------------------------
+# 14. Dateiname mit Leerzeichen
+# ---------------------------------------------------------
+
+@patch("subprocess.run")
+def test_run_filename_with_spaces(mock_run, engine, tmp_path):
+    file = tmp_path / "my script.py"
+    file.write_text("print(1)")
+
+    mock_run.return_value = Mock(
+        stdout="ok",
+        stderr="",
+        returncode=0
+    )
+
+    engine.run_code(file)
+
+    args, _ = mock_run.call_args
+
+    assert "my script.py" in args[0]
+
+
+# ---------------------------------------------------------
+# 15. Dateiname mit Unicode
+# ---------------------------------------------------------
+
+@patch("subprocess.run")
+def test_run_unicode_filename(mock_run, engine, tmp_path):
+    file = tmp_path / "🔥_test.py"
+    file.write_text("print(1)")
+
+    mock_run.return_value = Mock(
+        stdout="ok",
+        stderr="",
+        returncode=0
+    )
+
+    result = engine.run_code(file)
+
+    assert result["rc"] == 0
+
+
+
+# ---------------------------------------------------------
+# 17. .py nutzt sys.executable als Interpreter
+# ---------------------------------------------------------
+
+@patch("subprocess.run")
+def test_python_uses_sys_executable(mock_run, engine, tmp_path):
+    file = tmp_path / "main.py"
+    file.write_text("print(1)")
+
+    mock_run.return_value = Mock(
+        stdout="",
+        stderr="",
+        returncode=0
+    )
+
+    engine.run_code(file)
+
+    args, _ = mock_run.call_args
+
+    assert args[0][0] == sys.executable
+
+
+# ---------------------------------------------------------
+# 18. Relative Pfade funktionieren
+# ---------------------------------------------------------
+
+@patch("subprocess.run")
+def test_relative_paths(mock_run, engine, tmp_path):
+    sub = tmp_path / "src"
+    sub.mkdir()
+
+    file = sub / "main.py"
+    file.write_text("print(1)")
+
+    mock_run.return_value = Mock(
+        stdout="ok",
+        stderr="",
+        returncode=0
+    )
+
+    result = engine.run_code(file)
+
+    assert result["rc"] == 0
+
+
+# ---------------------------------------------------------
+# 19. Großgeschriebenes Suffix blockiert
+# ---------------------------------------------------------
+
+def test_uppercase_suffix_not_supported(engine, tmp_path):
+    file = tmp_path / "SCRIPT.PY"
+    file.write_text("print(1)")
+
+    result = engine.run_code(file)
+
+    assert result["rc"] == 1
+
+
+# ---------------------------------------------------------
+# 20. Leere Datei ausführen
+# ---------------------------------------------------------
+
+@patch("subprocess.run")
+def test_run_empty_file(mock_run, engine, tmp_path):
+    file = tmp_path / "empty.py"
+    file.write_text("")
+
+    mock_run.return_value = Mock(
+        stdout="",
+        stderr="",
+        returncode=0
+    )
+
+    result = engine.run_code(file)
+
+    assert result["rc"] == 0

tests/test_mcp_server_code_execution.py

@@ -0,0 +1,265 @@
+from backend.agent.servers import mcp_server_code_execution as server
+
+
+# =========================================================
+# BASIC TESTS (1–10)
+# =========================================================
+
+
+# ---------------------------------------------------------
+# 1. Erlaubter Code besteht Safety Check
+# ---------------------------------------------------------
+
+def test_check_code_safety_valid():
+    code = "print('hello')"
+
+    result = server.check_code_safety(code)
+
+    assert result is None
+
+
+# ---------------------------------------------------------
+# 2. Blockierter Import wird erkannt
+# ---------------------------------------------------------
+
+def test_check_code_safety_blocked_import():
+    code = "import os"
+
+    result = server.check_code_safety(code)
+
+    assert "Blocked import" in result
+
+
+# ---------------------------------------------------------
+# 3. Blockierter Builtin wird erkannt
+# ---------------------------------------------------------
+
+def test_check_code_safety_blocked_builtin():
+    code = "eval('2+2')"
+
+    result = server.check_code_safety(code)
+
+    assert "Blocked builtin" in result
+
+
+# ---------------------------------------------------------
+# 4. analyse_structure erkennt Funktionen
+# ---------------------------------------------------------
+
+def test_analyse_structure_function():
+    code = """
+def hello(name):
+    return name
+"""
+
+    result = server.analyse_structure(code)
+
+    assert "def hello(name)" in result
+
+
+# ---------------------------------------------------------
+# 5. analyse_structure erkennt Klassen
+# ---------------------------------------------------------
+
+def test_analyse_structure_class():
+    code = """
+class User:
+    def login(self):
+        pass
+"""
+
+    result = server.analyse_structure(code)
+
+    assert "class User" in result
+    assert "method: login" in result
+
+
+# ---------------------------------------------------------
+# 6. lint_code erkennt Undefined Variable
+# ---------------------------------------------------------
+
+def test_lint_code_undefined_variable():
+    code = "print(x)"
+
+    result = server.lint_code(code)
+
+    assert "undefined name 'x'" in result.lower()
+
+
+# ---------------------------------------------------------
+# 7. lint_code erkennt sauberen Code
+# ---------------------------------------------------------
+
+def test_lint_code_clean():
+    code = """
+x = 1
+print(x)
+"""
+
+    result = server.lint_code(code)
+
+    assert "No issues found" in result
+
+
+# ---------------------------------------------------------
+# 8. python_code_validation validiert sicheren Code
+# ---------------------------------------------------------
+
+def test_python_code_validation_safe():
+    code = "print('safe')"
+
+    result = server.python_code_validation(code)
+
+    assert "can be executed" in result
+
+
+# ---------------------------------------------------------
+# 9. run_python_sandboxed führt Code aus
+# ---------------------------------------------------------
+
+def test_run_python_sandboxed_success():
+    code = "print('hello world')"
+
+    result = server.run_python_sandboxed(code)
+
+    assert "hello world" in result
+
+
+# ---------------------------------------------------------
+# 10. run_python_sandboxed ohne Output
+# ---------------------------------------------------------
+
+def test_run_python_sandboxed_no_output():
+    code = "x = 5"
+
+    result = server.run_python_sandboxed(code)
+
+    assert "no output" in result.lower()
+
+
+# =========================================================
+# EDGE CASE TESTS (11–20)
+# =========================================================
+
+
+# ---------------------------------------------------------
+# 11. Syntaxfehler erkennen
+# ---------------------------------------------------------
+
+def test_check_code_safety_syntax_error():
+    code = "def broken("
+
+    result = server.check_code_safety(code)
+
+    assert "SyntaxError" in result
+
+
+# ---------------------------------------------------------
+# 12. ImportFrom blockieren
+# ---------------------------------------------------------
+
+def test_check_code_safety_import_from():
+    code = "from os import path"
+
+    result = server.check_code_safety(code)
+
+    assert "Blocked import" in result
+
+
+# ---------------------------------------------------------
+# 13. Gefährliche Path-Sequenzen erkennen
+# ---------------------------------------------------------
+
+def test_check_code_safety_path_traversal():
+    code = "print('../etc/passwd')"
+
+    result = server.check_code_safety(code)
+
+    assert "Suspect path sequence" in result
+
+
+# ---------------------------------------------------------
+# 14. __import__ erkennen
+# ---------------------------------------------------------
+
+def test_check_code_safety_import_escape():
+    code = "__import__('os')"
+
+    result = server.check_code_safety(code)
+
+    assert "Blocked" in result
+
+
+# ---------------------------------------------------------
+# 15. subprocess Escape erkennen
+# ---------------------------------------------------------
+
+def test_check_code_safety_subprocess_escape():
+    code = "subprocess.run(['ls'])"
+
+    result = server.check_code_safety(code)
+
+    assert "Suspect path sequence" in result
+
+
+# ---------------------------------------------------------
+# 16. Endlosschleife Timeout
+# ---------------------------------------------------------
+
+def test_run_python_sandboxed_timeout():
+    code = """
+while True:
+    pass
+"""
+
+    result = server.run_python_sandboxed(code)
+
+    assert "time limit" in result.lower()
+
+
+# ---------------------------------------------------------
+# 17. Sehr großer Output wird gekürzt
+# ---------------------------------------------------------
+
+def test_run_python_sandboxed_large_output():
+    code = "print('A' * 10000)"
+
+    result = server.run_python_sandboxed(code)
+
+    assert "truncated" in result.lower()
+
+
+# ---------------------------------------------------------
+# 18. Unicode Output funktioniert
+# ---------------------------------------------------------
+
+def test_run_python_sandboxed_unicode():
+    code = "print('🔥 Grüezi 世界')"
+
+    result = server.run_python_sandboxed(code)
+
+    assert "🔥 Grüezi 世界" in result
+
+
+# ---------------------------------------------------------
+# 19. analyse_structure bei leerem Code
+# ---------------------------------------------------------
+
+def test_analyse_structure_empty():
+    code = ""
+
+    result = server.analyse_structure(code)
+
+    assert "No top-level imports" in result
+
+
+# ---------------------------------------------------------
+# 20. Sandbox behandelt Runtime Errors
+# ---------------------------------------------------------
+
+def test_run_python_sandboxed_runtime_error():
+    code = "1 / 0"
+
+    result = server.run_python_sandboxed(code)
+
+    assert "ZeroDivisionError" in result

tests/test_mcp_server_file_search.py

@@ -0,0 +1,285 @@
+import sys
+import pytest
+from backend.agent.servers import mcp_server_file_search as server
+
+
+# =========================================================
+# FIXTURES
+# =========================================================
+
+@pytest.fixture()
+def workspace(tmp_path, monkeypatch):
+    """
+    Erstellt einen isolierten Workspace für jeden Test.
+    """
+    ws = tmp_path / "workspace"
+    ws.mkdir()
+
+    monkeypatch.setattr(server, "ALLOWED_DIR", ws)
+
+    return ws
+
+
+# =========================================================
+# BASIC TESTS (1–10)
+# =========================================================
+
+
+# ---------------------------------------------------------
+# 1. _safe_path erlaubt gültige Pfade
+# ---------------------------------------------------------
+
+def test_safe_path_valid(workspace):
+    result = server._safe_path("test.txt")
+
+    assert result == workspace / "test.txt"
+
+
+# ---------------------------------------------------------
+# 2. _safe_path blockiert Path Traversal
+# ---------------------------------------------------------
+
+def test_safe_path_blocks_traversal(workspace):
+    with pytest.raises(ValueError):
+        server._safe_path("../secret.txt")
+
+
+# ---------------------------------------------------------
+# 3. list_files liefert leeren Hinweis
+# ---------------------------------------------------------
+
+def test_list_files_empty(workspace):
+    result = server.list_files()
+
+    assert result == "No files found in the project directory."
+
+
+# ---------------------------------------------------------
+# 4. list_files findet Dateien rekursiv
+# ---------------------------------------------------------
+
+def test_list_files_recursive(workspace):
+    src = workspace / "src"
+    src.mkdir()
+
+    (src / "main.py").write_text("print('hello')")
+
+    result = server.list_files()
+
+    # list_files() uses Path.relative_to() which yields OS-native separators;
+    # check for the components instead of a hard-coded slash style.
+    assert "src" in result and "main.py" in result
+
+
+# ---------------------------------------------------------
+# 5. read_file liest Datei korrekt
+# ---------------------------------------------------------
+
+def test_read_file_success(workspace):
+    file = workspace / "hello.txt"
+    file.write_text("Hello World")
+
+    result = server.read_file("hello.txt")
+
+    assert result == "Hello World"
+
+
+# ---------------------------------------------------------
+# 6. read_file erkennt fehlende Datei
+# ---------------------------------------------------------
+
+def test_read_file_missing(workspace):
+    result = server.read_file("missing.txt")
+
+    assert "does not exist" in result
+
+
+# ---------------------------------------------------------
+# 7. write_new_file erstellt Datei
+# ---------------------------------------------------------
+
+def test_write_new_file_success(workspace):
+    result = server.write_new_file("new.txt", "content")
+
+    assert "OK:" in result
+    assert (workspace / "new.txt").exists()
+
+
+# ---------------------------------------------------------
+# 8. write_new_file verhindert Überschreiben
+# ---------------------------------------------------------
+
+def test_write_new_file_existing(workspace):
+    file = workspace / "exists.txt"
+    file.write_text("old")
+
+    result = server.write_new_file("exists.txt", "new")
+
+    assert "already exists" in result
+
+
+# ---------------------------------------------------------
+# 9. create_new_directory erstellt Verzeichnis
+# ---------------------------------------------------------
+
+def test_create_new_directory_success(workspace):
+    result = server.create_new_directory("mydir")
+
+    assert "OK:" in result
+    assert (workspace / "mydir").is_dir()
+
+
+# ---------------------------------------------------------
+# 10. search_files findet Inhalte
+# ---------------------------------------------------------
+
+def test_search_files_content_match(workspace):
+    file = workspace / "notes.txt"
+    file.write_text("Python MCP Server")
+
+    result = server.search_files("mcp")
+
+    assert "[content]" in result
+
+
+# =========================================================
+# EDGE CASE TESTS (11–20)
+# =========================================================
+
+
+# ---------------------------------------------------------
+# 11. Mehrfaches Traversal blockieren
+# ---------------------------------------------------------
+
+def test_safe_path_double_traversal(workspace):
+    with pytest.raises(ValueError):
+        server._safe_path("../../../../etc/passwd")
+
+
+# ---------------------------------------------------------
+# 12. Symlink Escape verhindern
+# ---------------------------------------------------------
+
+@pytest.mark.skipif(sys.platform == "win32", reason="Symlinks require special privileges on Windows")
+def test_safe_path_symlink_escape(workspace):
+    outside = workspace.parent / "outside"
+    outside.mkdir()
+
+    target = outside / "evil.txt"
+    target.write_text("bad")
+
+    link = workspace / "link"
+    link.symlink_to(outside)
+
+    with pytest.raises(ValueError):
+        server._safe_path("link/evil.txt")
+
+
+# ---------------------------------------------------------
+# 13. Dateien ohne Extension blockieren
+# ---------------------------------------------------------
+
+def test_write_file_without_extension(workspace):
+    result = server.write_new_file("README", "test")
+
+    assert "can only write" in result
+
+
+# ---------------------------------------------------------
+# 14. Hidden Files blockieren
+# ---------------------------------------------------------
+
+def test_write_hidden_file(workspace):
+    result = server.write_new_file(".env", "SECRET=123")
+
+    assert "can only write" in result
+
+
+# ---------------------------------------------------------
+# 15. Binary Files korrekt behandeln
+# ---------------------------------------------------------
+
+def test_read_binary_file(workspace):
+    binary = workspace / "data.bin"
+    binary.write_bytes(b"\xFF\xFE\xFD")
+
+    result = server.read_file("data.bin")
+
+    assert "not a text file" in result
+
+
+# ---------------------------------------------------------
+# 16. Sehr große Zeilen durchsuchen
+# ---------------------------------------------------------
+
+def test_search_huge_line(workspace):
+    huge_text = "A" * 1_000_000 + "needle"
+
+    file = workspace / "huge.txt"
+    file.write_text(huge_text)
+
+    result = server.search_files("needle")
+
+    assert "[content]" in result
+
+
+# ---------------------------------------------------------
+# 17. Leere Dateien lesen
+# ---------------------------------------------------------
+
+def test_read_empty_file(workspace):
+    file = workspace / "empty.txt"
+    file.write_text("")
+
+    result = server.read_file("empty.txt")
+
+    assert result == ""
+
+
+# ---------------------------------------------------------
+# 18. Sonderzeichen im Query
+# ---------------------------------------------------------
+
+def test_search_special_characters(workspace):
+    file = workspace / "test.txt"
+    file.write_text("hello [world] (test)")
+
+    result = server.search_files("[world]")
+
+    assert "[content]" in result
+
+
+# ---------------------------------------------------------
+# 19. Unicode-Dateinamen unterstützen
+# ---------------------------------------------------------
+
+def test_write_unicode_filename(workspace):
+    filename = "🔥_überraschung.txt"
+
+    result = server.write_new_file(filename, "unicode")
+
+    assert "OK:" in result
+    assert (workspace / filename).exists()
+
+
+# ---------------------------------------------------------
+# 20. Tiefe Verzeichnisstrukturen
+# ---------------------------------------------------------
+
+@pytest.mark.skipif(
+    sys.platform == "win32",
+    reason="Windows MAX_PATH limit (260 chars) prevents deep nesting",
+)
+def test_list_files_deep_nesting(workspace):
+    current = workspace
+
+    for i in range(50):
+        current = current / f"dir_{i}"
+        current.mkdir()
+
+    file = current / "deep.txt"
+    file.write_text("deep")
+
+    result = server.list_files()
+
+    assert "deep.txt" in result

tests/test_mcp_server_web_search.py

@@ -0,0 +1,299 @@
+import pytest
+from unittest.mock import Mock, patch
+from backend.agent.servers import mcp_server_web_search as server
+
+
+# =========================================================
+# BASIC TESTS (1–10)
+# =========================================================
+
+
+# ---------------------------------------------------------
+# 1. _validate_url erlaubt HTTPS
+# ---------------------------------------------------------
+
+def test_validate_url_https():
+    url = "https://example.com"
+
+    result = server._validate_url(url)
+
+    assert result == url
+
+
+# ---------------------------------------------------------
+# 2. _validate_url erlaubt HTTP
+# ---------------------------------------------------------
+
+def test_validate_url_http():
+    url = "http://example.com"
+
+    result = server._validate_url(url)
+
+    assert result == url
+
+
+# ---------------------------------------------------------
+# 3. _validate_url blockiert localhost
+# ---------------------------------------------------------
+
+def test_validate_url_localhost():
+    with pytest.raises(ValueError):
+        server._validate_url("http://localhost/admin")
+
+
+# ---------------------------------------------------------
+# 4. _validate_url blockiert 127.0.0.1
+# ---------------------------------------------------------
+
+def test_validate_url_loopback():
+    with pytest.raises(ValueError):
+        server._validate_url("http://127.0.0.1")
+
+
+# ---------------------------------------------------------
+# 5. _validate_url blockiert private IP
+# ---------------------------------------------------------
+
+def test_validate_url_private_ip():
+    with pytest.raises(ValueError):
+        server._validate_url("http://192.168.1.10")
+
+
+# ---------------------------------------------------------
+# 6. web_search liefert Suchergebnisse
+# ---------------------------------------------------------
+
+@patch("backend.agent.servers.mcp_server_web_search.DDGS")
+def test_web_search_success(mock_ddgs):
+    mock_instance = Mock()
+
+    mock_instance.text.return_value = [
+        {
+            "title": "Example",
+            "href": "https://example.com",
+            "body": "Example snippet"
+        }
+    ]
+
+    mock_ddgs.return_value = mock_instance
+
+    result = server.web_search("example")
+
+    assert "Title: Example" in result
+    assert "https://example.com" in result
+
+
+# ---------------------------------------------------------
+# 7. web_search ohne Ergebnisse
+# ---------------------------------------------------------
+
+@patch("backend.agent.servers.mcp_server_web_search.DDGS")
+def test_web_search_no_results(mock_ddgs):
+    mock_instance = Mock()
+    mock_instance.text.return_value = []
+
+    mock_ddgs.return_value = mock_instance
+
+    result = server.web_search("nothing")
+
+    assert "No results found" in result
+
+
+# ---------------------------------------------------------
+# 8. fetch_page lädt HTML
+# ---------------------------------------------------------
+
+@patch("requests.get")
+def test_fetch_page_success(mock_get):
+    response = Mock()
+
+    response.status_code = 200
+    response.text = """
+    <html>
+        <body>
+            <h1>Hello World</h1>
+        </body>
+    </html>
+    """
+
+    mock_get.return_value = response
+
+    result = server.fetch_page("https://example.com")
+
+    assert "Hello World" in result
+
+
+# ---------------------------------------------------------
+# 9. fetch_page entfernt script Tags
+# ---------------------------------------------------------
+
+@patch("requests.get")
+def test_fetch_page_removes_script(mock_get):
+    response = Mock()
+
+    response.status_code = 200
+    response.text = """
+    <html>
+        <script>alert('xss')</script>
+        <body>Hello</body>
+    </html>
+    """
+
+    mock_get.return_value = response
+
+    result = server.fetch_page("https://example.com")
+
+    assert "alert" not in result
+    assert "Hello" in result
+
+
+# ---------------------------------------------------------
+# 10. fetch_page erkennt HTTP Fehler
+# ---------------------------------------------------------
+
+@patch("requests.get")
+def test_fetch_page_http_error(mock_get):
+    response = Mock()
+
+    response.status_code = 404
+    response.text = "Not Found"
+
+    mock_get.return_value = response
+
+    result = server.fetch_page("https://example.com")
+
+    assert "HTTP error 404" in result
+
+
+# =========================================================
+# EDGE CASE TESTS (11–20)
+# =========================================================
+
+
+# ---------------------------------------------------------
+# 11. Blockiere file:// SSRF
+# ---------------------------------------------------------
+
+def test_validate_url_blocks_file_scheme():
+    with pytest.raises(ValueError):
+        server._validate_url("file:///etc/passwd")
+
+
+# ---------------------------------------------------------
+# 12. Blockiere ftp://
+# ---------------------------------------------------------
+
+def test_validate_url_blocks_ftp():
+    with pytest.raises(ValueError):
+        server._validate_url("ftp://example.com")
+
+
+# ---------------------------------------------------------
+# 13. Blockiere AWS Metadata Endpoint
+# ---------------------------------------------------------
+
+def test_validate_url_blocks_metadata_ip():
+    with pytest.raises(ValueError):
+        server._validate_url("http://169.254.169.254")
+
+
+# ---------------------------------------------------------
+# 14. Blockiere internes Docker Netzwerk
+# ---------------------------------------------------------
+
+def test_validate_url_blocks_docker_network():
+    with pytest.raises(ValueError):
+        server._validate_url("http://172.20.0.5")
+
+
+# ---------------------------------------------------------
+# 15. Sehr lange URL
+# ---------------------------------------------------------
+
+def test_validate_url_very_long():
+    long_url = "https://example.com/" + ("a" * 5000)
+
+    result = server._validate_url(long_url)
+
+    assert result == long_url
+
+
+# ---------------------------------------------------------
+# 16. fetch_page behandelt Timeout
+# ---------------------------------------------------------
+
+@patch("requests.get")
+def test_fetch_page_timeout(mock_get):
+    import requests
+
+    mock_get.side_effect = requests.Timeout("timeout")
+
+    result = server.fetch_page("https://example.com")
+
+    # fetch_page catches RequestException (which includes Timeout) and returns
+    # "HTTP-Fehler: <exception>" — verify an error string comes back.
+    assert "HTTP-Fehler" in result or "Error" in result
+
+
+# ---------------------------------------------------------
+# 17. fetch_page behandelt Connection Error
+# ---------------------------------------------------------
+
+@patch("requests.get")
+def test_fetch_page_connection_error(mock_get):
+    import requests
+
+    mock_get.side_effect = requests.ConnectionError("connection failed")
+
+    result = server.fetch_page("https://example.com")
+
+    assert "HTTP-Fehler" in result or "Error" in result
+
+
+# ---------------------------------------------------------
+# 18. fetch_page truncatet große Seiten
+# ---------------------------------------------------------
+
+@patch("requests.get")
+def test_fetch_page_truncates_large_content(mock_get):
+    response = Mock()
+
+    response.status_code = 200
+    response.text = "<html><body>" + ("A" * 10000) + "</body></html>"
+
+    mock_get.return_value = response
+
+    result = server.fetch_page("https://example.com")
+
+    assert "[... truncated ...]" in result
+
+
+# ---------------------------------------------------------
+# 19. fetch_page bei leerem Body
+# ---------------------------------------------------------
+
+@patch("requests.get")
+def test_fetch_page_empty_content(mock_get):
+    response = Mock()
+
+    response.status_code = 200
+    response.text = "<html></html>"
+
+    mock_get.return_value = response
+
+    result = server.fetch_page("https://example.com")
+
+    assert "no text content found" in result.lower()
+
+
+# ---------------------------------------------------------
+# 20. web_search behandelt Exception sauber
+# ---------------------------------------------------------
+
+@patch("backend.agent.servers.mcp_server_web_search.DDGS")
+def test_web_search_exception(mock_ddgs):
+    mock_ddgs.side_effect = Exception("DDGS failed")
+
+    result = server.web_search("test")
+
+    assert "Search error" in result

tests/test_search_manager.py

@@ -0,0 +1,361 @@
+"""Tests for SearchManager — no real network calls, all I/O mocked."""
+
+import pytest
+from unittest.mock import Mock, patch
+
+from backend.managers.search_manager import SearchManager, MAX_PAGE_CHARS
+
+
+@pytest.fixture
+def manager():
+    return SearchManager()
+
+
+# =========================================================
+# perform_search
+# =========================================================
+
+
+# ---------------------------------------------------------
+# 1. Erfolgreiche Suche gibt normalisierte Liste zurück
+# ---------------------------------------------------------
+
+@patch("backend.managers.search_manager.DDGS")
+def test_perform_search_success(mock_ddgs_cls, manager):
+    raw = [{"title": "Example", "href": "https://example.com", "body": "A snippet"}]
+    mock_ddgs = Mock()
+    mock_ddgs.text.return_value = raw
+    mock_ddgs_cls.return_value.__enter__ = Mock(return_value=mock_ddgs)
+    mock_ddgs_cls.return_value.__exit__ = Mock(return_value=False)
+
+    result = manager.perform_search("python testing")
+
+    assert len(result) == 1
+    assert result[0]["title"] == "Example"
+    assert result[0]["url"] == "https://example.com"
+    assert result[0]["snippet"] == "A snippet"
+
+
+# ---------------------------------------------------------
+# 2. max_results wird an ddgs.text weitergegeben
+# ---------------------------------------------------------
+
+@patch("backend.managers.search_manager.DDGS")
+def test_perform_search_passes_max_results(mock_ddgs_cls, manager):
+    mock_ddgs = Mock()
+    mock_ddgs.text.return_value = []
+    mock_ddgs_cls.return_value.__enter__ = Mock(return_value=mock_ddgs)
+    mock_ddgs_cls.return_value.__exit__ = Mock(return_value=False)
+
+    manager.perform_search("query", max_results=3)
+
+    mock_ddgs.text.assert_called_once_with("query", max_results=3)
+
+
+# ---------------------------------------------------------
+# 3. DDGS-Exception → leere Liste, kein Absturz
+# ---------------------------------------------------------
+
+@patch("backend.managers.search_manager.DDGS")
+def test_perform_search_exception_returns_empty(mock_ddgs_cls, manager):
+    mock_ddgs_cls.side_effect = Exception("network failure")
+
+    result = manager.perform_search("anything")
+
+    assert result == []
+
+
+# ---------------------------------------------------------
+# 4. ddgs.text()-Exception → leere Liste
+# ---------------------------------------------------------
+
+@patch("backend.managers.search_manager.DDGS")
+def test_perform_search_text_exception_returns_empty(mock_ddgs_cls, manager):
+    mock_ddgs = Mock()
+    mock_ddgs.text.side_effect = RuntimeError("rate limited")
+    mock_ddgs_cls.return_value.__enter__ = Mock(return_value=mock_ddgs)
+    mock_ddgs_cls.return_value.__exit__ = Mock(return_value=False)
+
+    result = manager.perform_search("test")
+
+    assert result == []
+
+
+# =========================================================
+# parse_results
+# =========================================================
+
+
+# ---------------------------------------------------------
+# 5. Primärschlüssel href/body werden korrekt gemappt
+# ---------------------------------------------------------
+
+def test_parse_results_primary_keys(manager):
+    raw = [{"title": "T", "href": "https://example.com", "body": "B"}]
+
+    result = manager.parse_results(raw)
+
+    assert result == [{"title": "T", "url": "https://example.com", "snippet": "B"}]
+
+
+# ---------------------------------------------------------
+# 6. Fallback-Schlüssel url/snippet werden verwendet
+# ---------------------------------------------------------
+
+def test_parse_results_fallback_keys(manager):
+    raw = [{"title": "T2", "url": "https://fallback.com", "snippet": "S2"}]
+
+    result = manager.parse_results(raw)
+
+    assert result[0]["url"] == "https://fallback.com"
+    assert result[0]["snippet"] == "S2"
+
+
+# ---------------------------------------------------------
+# 7. Fehlende Felder → leere Strings, kein Absturz
+# ---------------------------------------------------------
+
+def test_parse_results_missing_fields(manager):
+    result = manager.parse_results([{}])
+
+    assert result == [{"title": "", "url": "", "snippet": ""}]
+
+
+# ---------------------------------------------------------
+# 8. Leere Eingabe → leere Liste
+# ---------------------------------------------------------
+
+def test_parse_results_empty_input(manager):
+    assert manager.parse_results([]) == []
+
+
+# ---------------------------------------------------------
+# 9. Mehrere Ergebnisse bleiben in korrekter Reihenfolge
+# ---------------------------------------------------------
+
+def test_parse_results_multiple_entries(manager):
+    raw = [
+        {"title": "A", "href": "https://a.com", "body": "aa"},
+        {"title": "B", "href": "https://b.com", "body": "bb"},
+    ]
+
+    result = manager.parse_results(raw)
+
+    assert len(result) == 2
+    assert result[0]["url"] == "https://a.com"
+    assert result[1]["url"] == "https://b.com"
+
+
+# =========================================================
+# fetch_page
+# =========================================================
+
+
+# ---------------------------------------------------------
+# 10. HTML wird geparst, Text wird zurückgegeben
+# ---------------------------------------------------------
+
+@patch("backend.managers.search_manager.socket.gethostbyname", return_value="93.184.216.34")
+@patch("backend.managers.search_manager.requests.get")
+def test_fetch_page_returns_text(mock_get, _mock_dns, manager):
+    response = Mock()
+    response.text = "<html><body><h1>Hello World</h1></body></html>"
+    response.raise_for_status = Mock()
+    mock_get.return_value = response
+
+    result = manager.fetch_page("https://example.com")
+
+    assert "Hello World" in result
+
+
+# ---------------------------------------------------------
+# 11. script- und style-Tags werden entfernt
+# ---------------------------------------------------------
+
+@patch("backend.managers.search_manager.socket.gethostbyname", return_value="93.184.216.34")
+@patch("backend.managers.search_manager.requests.get")
+def test_fetch_page_removes_noise_tags(mock_get, _mock_dns, manager):
+    response = Mock()
+    response.text = (
+        "<html><head><style>body{color:red}</style></head>"
+        "<body><script>alert('x')</script><p>Content</p></body></html>"
+    )
+    response.raise_for_status = Mock()
+    mock_get.return_value = response
+
+    result = manager.fetch_page("https://example.com")
+
+    assert "alert" not in result
+    assert "color:red" not in result
+    assert "Content" in result
+
+
+# ---------------------------------------------------------
+# 12. Inhalt über MAX_PAGE_CHARS wird abgeschnitten
+# ---------------------------------------------------------
+
+@patch("backend.managers.search_manager.socket.gethostbyname", return_value="93.184.216.34")
+@patch("backend.managers.search_manager.requests.get")
+def test_fetch_page_truncates_long_content(mock_get, _mock_dns, manager):
+    long_text = "A" * (MAX_PAGE_CHARS + 500)
+    response = Mock()
+    response.text = f"<html><body>{long_text}</body></html>"
+    response.raise_for_status = Mock()
+    mock_get.return_value = response
+
+    result = manager.fetch_page("https://example.com")
+
+    assert "[truncated]" in result
+    assert len(result) <= MAX_PAGE_CHARS + len("\n... [truncated]") + 5
+
+
+# ---------------------------------------------------------
+# 13. Inhalt unter MAX_PAGE_CHARS wird nicht abgeschnitten
+# ---------------------------------------------------------
+
+@patch("backend.managers.search_manager.socket.gethostbyname", return_value="93.184.216.34")
+@patch("backend.managers.search_manager.requests.get")
+def test_fetch_page_no_truncation_for_short_content(mock_get, _mock_dns, manager):
+    response = Mock()
+    response.text = "<html><body><p>Short</p></body></html>"
+    response.raise_for_status = Mock()
+    mock_get.return_value = response
+
+    result = manager.fetch_page("https://example.com")
+
+    assert "[truncated]" not in result
+    assert "Short" in result
+
+
+# ---------------------------------------------------------
+# 14. requests.Timeout → Fehlermeldung als String
+# ---------------------------------------------------------
+
+@patch("backend.managers.search_manager.socket.gethostbyname", return_value="93.184.216.34")
+@patch("backend.managers.search_manager.requests.get")
+def test_fetch_page_timeout_returns_error_string(mock_get, _mock_dns, manager):
+    import requests as req_module
+    mock_get.side_effect = req_module.Timeout("timed out")
+
+    result = manager.fetch_page("https://example.com")
+
+    assert "Error fetching page" in result
+
+
+# ---------------------------------------------------------
+# 15. ConnectionError → Fehlermeldung als String
+# ---------------------------------------------------------
+
+@patch("backend.managers.search_manager.socket.gethostbyname", return_value="93.184.216.34")
+@patch("backend.managers.search_manager.requests.get")
+def test_fetch_page_connection_error_returns_error_string(mock_get, _mock_dns, manager):
+    import requests as req_module
+    mock_get.side_effect = req_module.ConnectionError("refused")
+
+    result = manager.fetch_page("https://example.com")
+
+    assert "Error fetching page" in result
+
+
+# =========================================================
+# _validate_url
+# =========================================================
+
+
+# ---------------------------------------------------------
+# 16. https-URL mit öffentlicher IP → kein Fehler
+# ---------------------------------------------------------
+
+@patch("backend.managers.search_manager.socket.gethostbyname", return_value="93.184.216.34")
+def test_validate_url_valid_https(_mock_dns, manager):
+    manager._validate_url("https://example.com")  # no exception
+
+
+# ---------------------------------------------------------
+# 17. http-URL → kein Fehler
+# ---------------------------------------------------------
+
+@patch("backend.managers.search_manager.socket.gethostbyname", return_value="93.184.216.34")
+def test_validate_url_valid_http(_mock_dns, manager):
+    manager._validate_url("http://example.com")  # no exception
+
+
+# ---------------------------------------------------------
+# 18. localhost → ValueError
+# ---------------------------------------------------------
+
+def test_validate_url_blocks_localhost(manager):
+    with pytest.raises(ValueError, match="localhost"):
+        manager._validate_url("http://localhost/admin")
+
+
+# ---------------------------------------------------------
+# 19. 127.0.0.1 → ValueError
+# ---------------------------------------------------------
+
+def test_validate_url_blocks_127(manager):
+    with pytest.raises(ValueError):
+        manager._validate_url("http://127.0.0.1:8080")
+
+
+# ---------------------------------------------------------
+# 20. ::1 (IPv6 loopback) → ValueError
+# ---------------------------------------------------------
+
+def test_validate_url_blocks_ipv6_loopback(manager):
+    with pytest.raises(ValueError):
+        manager._validate_url("http://[::1]/secret")
+
+
+# ---------------------------------------------------------
+# 21. Private IP 192.168.x.x → ValueError
+# ---------------------------------------------------------
+
+def test_validate_url_blocks_private_192(manager):
+    with pytest.raises(ValueError):
+        manager._validate_url("http://192.168.1.10")
+
+
+# ---------------------------------------------------------
+# 22. Private IP 10.x.x.x → ValueError
+# ---------------------------------------------------------
+
+def test_validate_url_blocks_private_10(manager):
+    with pytest.raises(ValueError):
+        manager._validate_url("http://10.0.0.1")
+
+
+# ---------------------------------------------------------
+# 23. Link-local / AWS Metadata IP → ValueError
+# ---------------------------------------------------------
+
+def test_validate_url_blocks_link_local(manager):
+    with pytest.raises(ValueError):
+        manager._validate_url("http://169.254.169.254/latest/meta-data/")
+
+
+# ---------------------------------------------------------
+# 24. file://-Schema → ValueError
+# ---------------------------------------------------------
+
+def test_validate_url_blocks_file_scheme(manager):
+    with pytest.raises(ValueError, match="http/https"):
+        manager._validate_url("file:///etc/passwd")
+
+
+# ---------------------------------------------------------
+# 25. ftp://-Schema → ValueError
+# ---------------------------------------------------------
+
+def test_validate_url_blocks_ftp_scheme(manager):
+    with pytest.raises(ValueError, match="http/https"):
+        manager._validate_url("ftp://example.com/file.txt")
+
+
+# ---------------------------------------------------------
+# 26. fetch_page propagiert ValueError aus _validate_url
+# ---------------------------------------------------------
+
+def test_fetch_page_raises_on_invalid_url(manager):
+    with pytest.raises(ValueError):
+        manager.fetch_page("http://localhost/internal")

tests/test_system_prompter.py

@@ -5,7 +5,6 @@ from pathlib import Path
 
 sys.path.insert(0, str(Path(__file__).parent.parent))
 
-import pytest
 from backend.managers.system_prompter import SystemPrompter, MAX_FILE_CHARS