From a1e51df7bbc779cc5673f9d2ed3758bd2f52c4c6 Mon Sep 17 00:00:00 2001 From: herzogflorian Date: Mon, 7 Sep 2026 15:59:34 +0200 Subject: [PATCH] Auto-commit 2026-09-07 15:59: 13 files changed, 77 insertions(+), 34 deletions(-) --- Folien/AISE502_Vorlesung_11_Folien.pdf | Bin 4125792 -> 4125824 bytes Folien/AISE502_Vorlesung_11_Folien.tex | 2 +- Folien/AISE502_Vorlesung_12_Folien.pdf | Bin 4242238 -> 4242268 bytes Folien/AISE502_Vorlesung_12_Folien.tex | 2 +- Folien/AISE502_Vorlesung_13_Folien.pdf | Bin 4136558 -> 4160208 bytes Folien/AISE502_Vorlesung_13_Folien.tex | 4 +- Folien/AISE502_Vorlesung_1_Folien.pdf | Bin 4139486 -> 4159238 bytes Folien/AISE502_Vorlesung_1_Folien.tex | 4 +- Folien/AISE502_Vorlesung_9_Folien.pdf | Bin 4175870 -> 4175906 bytes Folien/AISE502_Vorlesung_9_Folien.tex | 6 +-- Semesterplan_AISE502_HS26.md | 20 ++++--- project_exercise/project_exercise.pdf | Bin 395823 -> 402275 bytes project_exercise/project_exercise.tex | 71 +++++++++++++++++++++---- 13 files changed, 76 insertions(+), 33 deletions(-) diff --git a/Folien/AISE502_Vorlesung_11_Folien.pdf b/Folien/AISE502_Vorlesung_11_Folien.pdf index 6203b7f460a57ce108efbd795fa20d3e87bdefcb..4f92352d15987b892e64bcb9179a413a9bbb701c 100644 GIT binary patch delta 3586 zcmaiz`9ISE1II~jk|Q}wo_em-KxZ~g;d22KGiz-fRLU<23z4uBKj0=NMlfEPFe z@BwE5en0>a1cZQdfG}_#5CKF1F+d!U03?A6z(qg`xCBT8GQed(7LWtv0R=!200ByX zGN1ye0&0LdpaFmZO#lKw0WClqfB`yyE}-`kPI=4>%VXw1f^a*cLjjAZ-Mac!A`>gH z-~HA+#=EeRkROheBki>{kdm{Fau^Tktz)@2$RH|D(?&^-=a?L z^L4H6c=9!41kMWaZzaWO%Zf{h0&hnKtBImcky9(2)$y&R#m56zd+x}|a@R4!h0o^F zQU-c|C`XFlR-1-Mn~2>e)h^ZA62FX|D%B2aDRmR_jM6^d`Mpsden5h)Rjam|fz7ZL zR#HCIw7f@^V9x;v4ZN}N2!eXR&R?csltNwKXph3x2YaQ36IqsaR`C@YtR6Q-O>ZQ27RK_(B`YSq z(hGb}WG1YzMQ17Pt!$(6zgFmbf*y-nd-p(k=Y2I!kYj;qiN-Y=H}%&p=fF8ZM=5P- z{QNjLFPi=AGb3gdXFPVrMgYGGBjBD_NlHbjmu0@b9%$0iLuA{tm%_y26BXT7)7B|Q z%@~Bdr#0VCuiQobF-P2kPqCP*xL&zZ8{DZj`H82f3Cg_;E}J0?_+Vk$T=|B-psAG6 z<`a2$=av++v&+-V44vGw;Q!gV}eR9K5}b+q*=J)}J^nJobgx#2X@ zrS4SgMoe!v4oiG$4>s8rF^|Q97X*c}gP?QZMp{~PZPbsp3q9+nhsGLD`eo@cNTzRc z0`OKmht+lF;6)aJ3*~?#->229dKPFa zzx$URGk5-?Sj0lHd#Ue{GvQl0b2u_6NC=$KK- zDXE<%`#ikSp=NCPhz_w7j8qa*U>qeuy8n6_9}j%bsaQ<>{A1CL;#uc8Tf&{hVBB$o zBMes9qRhWYt(`U1oqUpQ8SpPaJXbJ_si*=$Ki=I=5f&f#$)MM8^@Xn|uE@$*d!(|| zW7!`y^t2L4=F-nkeys;wFAa-R3v&t`(qK&b;pX<;Ly8w`ywOHWkL*V=okkKa%V9&6 z;ZZM0b_?lJ=yndr&KnM&x~bybQ$=3CpJFvbu8#GX;HtS9&gp)qS89uee)L6N_Aa$* z-pW1i$md8pY8?9yUgysME(Uu$z%yEYZ~jpHwVCLdgj&#-=M);m_kbl#FTk&=#KGEt zr&VtH?P2xqd>o}QwtAs!?{-(a$iq708AVFYqGEBjd2&-u=}BpgEkh-9huWu^ljm^p zZrAr$gBlsB8Kf3Iw%*orX~oKh;Jc!9h<6v|n|QDxqsMuG2o|Nfe-hE52b?+R`#Zif{qiutcJr#G+toqPrz*Sa^R>$j3}Zg4z%D| zg?ZUV*1SbKbr8OrbJcYx|ai^2&VyiT3xGm$sO+RT- zKi9VmPP*+}_s4smTb`tk`scm$cih-KTWwBPH%4kxrV=V!VBYxw4ifRLy6Dlth;n7x z1N*oulU-My)KQY(1|pa>W}A70>c-SLzS2kHKL~sHcxk`Obl+i5e-@HF-_o#dW;@QW zs}XCy*fGrHh_mjv``a{)`2az@GBl-#7-<@D+iZn4M0nB557?UA>cBEH<9_q@PpRec zUWLOWxyY`W4%ViK>{^8*(~$ruvDhNqk^{5%(#lI(E!NfWNNf(WHMTYC)_7Y{lQ0RsQf&+iJmD!O9-5Xst znNhveO*%gwOrm>wy0(tK8Z^y#g1}tABJD?6C}L~QEOsye`8VKLv~9T)C?=_27!Lx+em)J)HuGzm35OvFnKu-{traUavl<6 zArIAtYAC6L<<-^Y6}i;R@3~*ahI&XTT-61ugSFIk)U`FB|5I8#7)UCc75J(;R2>G< z(nM)qH8wIbFw)V~glMU2f{jopLoKi|QVRZm6&EfwGmikTP;V&>2n3o(=YcEWBxij5 zvps}fe>-R%7gl)5ik|24@R=`DRxy1l`qSLo^a)XggOD0;c{2rNGv2C1dmt{7vnre; 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Milestone M5} -- Multi-Agent Orchestration, Evaluation, and Hardening (weeks 12--13): \begin{enumerate}\setlength\itemsep{2pt} \item \textbf{Mandatory this week}: the AdvisorAgent orchestrates 2--3 sub-agents \emph{through contracts} -- every LLM call through the gateway port (ADR-011); no provider SDK import in domain code - \item \textbf{Ontology guard active on all insights}: entity resolution against the deterministic store, domain axioms, citation check -- unresolvable references are \emph{rejected}, not passed on + \item \textbf{Ontology guard active on all insights}: entity resolution against the deterministic store (valid ticker, sector, event type), domain axioms, citation check -- unresolvable references are \emph{rejected}, not passed on \item \textbf{LLM agents propose; deterministic services decide and book} -- keep the deterministic core free of LLM calls \emph{(the line that is graded)} \end{enumerate} \vspace{0.05cm} diff --git a/Folien/AISE502_Vorlesung_13_Folien.pdf 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\begin{projektbox} -\footnotesize Axis B is \emph{what} you build; the advisor workflow -- an orchestrator with two to three specialised sub-agents (document analyst, portfolio quant, compliance checker), all behind the LLM gateway -- is what you build it \emph{as}. The graded Axis-B deliverables are the \textbf{containment artefacts}: +\footnotesize Axis B is \emph{what} you build; the advisor workflow -- an orchestrator with two to three specialised sub-agents (document analyst, portfolio quant, compliance checker -- in the exercise sheet: \texttt{ResearchAgent}, \texttt{RiskAgent}\,/\,\texttt{OptimizationAgent}, and the ontology guard), all behind the LLM gateway -- is what you build it \emph{as}. The graded Axis-B deliverables are the \textbf{containment artefacts}: \begin{enumerate}\setlength\itemsep{1pt} - \item[(i)] the \textbf{gateway} with model routing, fallback chain, and per-request \textbf{cost observability} -- cost per request, per feature, reported on a dashboard and enforced as a CI budget + \item[(i)] the \textbf{gateway} with fallback chain and per-request \textbf{cost observability} -- cost per request, per feature, reported on a dashboard and enforced as a CI budget (model routing itself is distinction work) \item[(ii)] the \textbf{ontology guard} -- every extracted entity resolves against the deterministic data store, every cited passage exists, portfolio axioms hold \item[(iii)] the \textbf{eval harness} (Lecture 12 listing) wired as a \textbf{CI gate} \item[(iv)] one \textbf{ADR} that justifies your chosen orchestration topology against the task-signature table, with its \textbf{token budget and eval threshold} as the measurement contract diff --git 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Everything this module teaches -- profiles, matching, ADRs, measurement -- you will apply to \emph{this} system, and defend at the end. +You will design and build an \textbf{AI-augmented portfolio intelligence platform} (exercise sheet): market prices and company news in; deterministic risk, performance, and optimisation services; an LLM component turning news into validated \texttt{Insight}s; a multi-agent advisor that explains -- API-first. Everything this module teaches -- profiles, matching, ADRs, measurement -- you will apply to \emph{this} system, and defend at the end. \end{projektbox} \vspace{0.2cm} @@ -235,7 +235,7 @@ You will design and build an \textbf{AI-native advisory platform}: answers gener \item collect \emph{raw} stakeholder wishes -- unfiltered, unweighted \end{itemize} -\vspace{0.2cm} +\vspace{0.05cm} \textcolor{codegray}{\small Next week those wishes become \emph{scenarios}; in week 3 they become your requirements profile (deliverable A1).} \end{frame} diff --git a/Folien/AISE502_Vorlesung_9_Folien.pdf b/Folien/AISE502_Vorlesung_9_Folien.pdf index 6fe466106254cdb10d7a5296b3b76482d0aaa156..fd682176df26e06b26fdd71b527c855b6ebea16a 100644 GIT binary patch delta 14084 zcmajFV{|6b5;hte6I*X=+t$SP#5N~-gEyGiwrz7_+vdc^#L1m=&Ue4H?yvi&R&`hH zr*^OIy{ew-`n>)GFSz*x4*-FKAV82HC=fIV1_TR&1Hpq3K!_kD5Hbh_gbMlwLIa_L zFhH0fED$yb2ZRg41L1=RK!hM75HW}ZL<%AU0YKy+3J@iT3PcT}0nvi!K=dF65F>~Q 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zk{zC4XmM>!DZMcmmgEB1&a5q3)*A$BQ`xD(ncU&Qp2$P3T6SVAbk?Mwdqv8dc1 zW`BQk->#0HDq0x6W1`c>iuE>z$(08x=f3b}5&X#o1`{Tt{?#Gd64FoV6Fm}hog5MA z=ci$ZmpXtJb6H?t%9g`<2|RUoR`Vy^RvRKsdu*7e!-J$`n%*w{YfD#d02LPajM{wY@9QMbRXxf6b5_xcvD8f97fy!L91y%LR764};7j4= zgEg(n3}{=1kY+tVlxgPr0$BPnkYD&ym@B$KcL=~W^SS*}k9MSQ*kas*quZZ#MpDJt zfSrD=j(e`I3o~g3T@B)~jnt|qSnk)4`Nng8ea_^>U$ba-^J4Qwdd|GvqGT5~?47H+ zZhKRe-7J(;di6=y2z<^)_p@70T`x~2iTcX|m#S7LgNV517*QRmZz{RU?a3m4|TPHh!o VGM?K+$Pn0gIS{C+rBtL5{txKxCr|(Y diff --git a/Folien/AISE502_Vorlesung_9_Folien.tex b/Folien/AISE502_Vorlesung_9_Folien.tex index 1f29b82..b29decf 100644 --- a/Folien/AISE502_Vorlesung_9_Folien.tex +++ b/Folien/AISE502_Vorlesung_9_Folien.tex @@ -353,13 +353,11 @@ Constraints $K(a)$ & \multicolumn{2}{l}{BCBS 239 lineage (banks)} \\ \begin{frame}{Closing the loop: C6 and C7 inside your C10 project} \small Week 6's inheritance diagram: C10 inherits C6, C7 and C3 -- today the two batch parents are taught. - -\vspace{0.05cm} \begin{projektbox} \footnotesize \begin{columns}[T,totalwidth=\linewidth] \begin{column}{0.48\textwidth} -\textcolor{bankblue}{\textbf{The C6 subsystems}} -- ingestion (chunking, embedding, indexing) and the eval pipeline +\textcolor{bankblue}{\textbf{The C6 subsystems}} -- ingestion (chunking, embedding, indexing -- in the sheet: news ingestion $\to$ \texttt{ResearchAgent}) and the eval pipeline \begin{itemize}\setlength\itemsep{1pt} \item the C6 discipline transfers literally: versioned inputs, idempotent stages, deterministic reruns, golden datasets \item note 14 is the bridge: for batch pipelines, \emph{reproducibility is the operative meaning of testability} @@ -375,8 +373,6 @@ Constraints $K(a)$ & \multicolumn{2}{l}{BCBS 239 lineage (banks)} \\ \end{column} \end{columns} \end{projektbox} - -\vspace{0.05cm} \footnotesize \textbf{Key concept:} the freshness contract appears \textbf{twice} in your measurement contract -- as a pipeline fitness function (C7 discipline) and as a grounding rule for generated answers (C10 discipline). \end{frame} diff --git a/Semesterplan_AISE502_HS26.md b/Semesterplan_AISE502_HS26.md index d26b908..1a275a3 100644 --- a/Semesterplan_AISE502_HS26.md +++ b/Semesterplan_AISE502_HS26.md @@ -32,17 +32,15 @@ 4. **Nichts Blockierendes zu spät:** C1–C9 (Prüfungsstoff, aber nicht design-relevant) sowie Achse A/B kommen in den Wochen 8–13 — Gateway- und Eval-Harness-Grundlagen (V Woche 12) genau dann, wenn Gateway/Agenten gebaut werden (Ü Woche 12) und der Eval-Harness ins CI geht (Ü Woche 13). Teil IV erhält drei Vorlesungen (Wochen 7, 10, 11) — als Herz des Moduls und Prüfungsschwerpunkt; Teil V kompakt in zwei (Wochen 12–13). 5. **Belastung:** Ab Woche 8 nur 3 L Vorlesung (nie 4); die 1-L-Übung ist Standup/Coaching, die Implementierung läuft im Selbststudium (78 h-Budget). -## Notwendige Anpassungen an project_exercise.tex +## Meilensteine (Stand 7. September 2026 — identisch mit project_exercise.tex und den Folien 1–14) -Die Meilenstein-Wochen im Aufgabenblatt stammen aus dem alten Ablauf und müssen auf die neue Phasenlogik gezogen werden: - -| Meilenstein | Bisher | Neu | +| Meilenstein | Wochen | Abgabe / Check | |---|---|---| -| M1 Domain, Ontologie, Architektur | Wochen 1–5 | **Wochen 1–7** (inkl. Requirements-Dossier W3, Architektur-Dossier + Design-Gate W7) | -| M2 Walking Skeleton | Woche 6 | **Wochen 8–9** | -| M3 Resilienz + deterministischer Kern | Wochen 7–9 | **Wochen 10–11** | -| M4 Multi-Agent + Evaluation | Wochen 8–10 | **Wochen 12–13** | -| M5 Operate/Scale/Harden | Wochen 11–13 | **Woche 13** (Kür parallel) | -| M6 Präsentation | Woche 14 | Woche 14 (unverändert) | +| M1 Requirements und Ontologie | 1–3 | **A1 Requirements-Dossier** (Ende Woche 3) | +| M2 Architekturentscheid und Lösungsdesign | 4–7 | **A2 Architektur-Dossier + Design-Review-Gate** (Ende Woche 7) | +| M3 Walking Skeleton | 8–9 | läuft End-to-End (Check Woche 9) | +| M4 Deterministischer Kern und Resilienz | 10–11 | Kern vollständig getestet + resilient (Ende Woche 11) | +| M5 Multi-Agent-Orchestrierung, Evaluation, Hardening | 12–13 | Eval-Harness im CI + Guard + Kosten-Observability (Ende Woche 13) | +| M6 Präsentation und Architektur-Verteidigung | 14 | **A3 Abschlusspräsentation**, Peer-Reviews | -Zudem: Titelseite sagt „Spring Semester" — das Modul läuft im Herbstsemester (5. Semester); bei der Anpassung korrigieren. +Die Titelseite des Aufgabenblatts nennt das Herbstsemester (5. Semester); die Meilenstein-Wochen sind auf die Phasenlogik oben gezogen. 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OptimizationAgent (calls OptimizationService) | +| LLM Gateway: ONE port for every model call -- | +| cost/latency per request, fallback chain (ADR-011) | +-----------------------------------------------------------+ | DETERMINISTIC SERVICES (NO LLM INSIDE) | | MarketDataService (live API + cache fallback) | @@ -285,6 +296,13 @@ contracts. \item Use structured output / schema validation; reject or repair non-conforming responses. \item Keep system prompts concise; separate persona, task, and data (use the prompting techniques from AISE501). + \item \textbf{One LLM gateway}: every model call -- the \texttt{ResearchAgent}'s extraction as + well as the advisor's and sub-agents' calls -- goes through a single gateway behind a + port owned by the domain (the lecture's ADR-011). Domain code never imports a provider + SDK; the gateway records tokens, cost, and latency per request and holds the fallback + chain. + \item Every \texttt{Insight} carries a provenance reference to the stored news item, so that + the advisor's answers can cite their sources. \end{itemize} \end{taskbox} @@ -310,6 +328,22 @@ contracts. \end{itemize} \end{taskbox} +\subsection{Building with AI tools (Axis A)} +\begin{taskbox}[Requirements] +\begin{itemize}[nosep] + \item The repository carries an agent instruction file (\texttt{AGENTS.md} / \texttt{CLAUDE.md}) + that states the architecture rules an agent must respect; keep it as current as code. + \item Every architecture decision is an ADR: agents may draft it, a named team member signs it. + \item Agent-generated changes reach the main branch only through the CI gate: module-boundary + checks, the test suite, and -- for anything touching prompts or the gateway -- the eval + harness. + \item Your project handbook contains a one-page AI policy: permitted tools, provenance + labelling of generated code, review rules. +\end{itemize} +The graded artefact is not the generated code but the control system around it (Lecture~12); +the M6 reflection on where AI helped and hurt \emph{in building} draws on exactly this. +\end{taskbox} + \begin{warningbox} \begin{itemize}[nosep] \item \textbf{Never} let an agent compute or invent a numeric figure --- always route @@ -326,6 +360,7 @@ contracts. %==================================================================== \section{Mandatory vs.\ Distinction (Pflicht / K\"ur)} +\label{sec:distinction} \begin{conceptbox}[Mandatory --- required to pass] \begin{itemize}[nosep] @@ -334,7 +369,10 @@ contracts. \item Orchestrated advisor with \textbf{2--3 specialised sub-agents} cooperating only via service contracts. \item Ontology guard on all AI insights; resilience against external-data outages. - \item Evaluation harness for the AI component; basic observability (cost and latency). + \item Evaluation harness for the AI component; basic observability (cost and latency) + through the single LLM gateway. + \item The measurement contract of deliverable A2 (module-boundary check, eval threshold, + token-cost budget) wired into CI. \end{itemize} \end{conceptbox} @@ -383,7 +421,7 @@ measurement contract. 11 & Part IV: measurement contract in depth (fitness functions, DORA) & Resilience complete; \textbf{core fully tested} \\ 12 & Part V: Axis A; Axis B (gateway, eval basics) & Advisor + sub-agents behind the gateway \\ 13 & Part V: Axis B (security, orchestration economics) & \textbf{Eval harness in CI}; hardening; distinction work \\ -14 & Synthesis & \textbf{Presentations and architecture defence} \\ +14 & Synthesis (1 lesson) & \textbf{Presentations, architecture defence, peer reviews} (A3) \\ \bottomrule \end{tabular} \end{center} @@ -391,7 +429,9 @@ measurement contract. \begin{taskbox}[M1 --- Requirements and Ontology (Weeks 1--3) --- Deliverable A1] \begin{itemize}[nosep] \item Domain model and ontology of the investment domain. - \item Quality attribute scenarios with response measures; utility tree; the requirements + \item Quality attribute scenarios with response measures (at least eight scenarios, at + least three of them for the AI components: answer correctness, token cost per + request, provider migration -- Lecture~2); utility tree; the requirements profile $R(\mathrm{platform})$ with weights, workload shape, and hard constraints. \item Project and tooling setup (repository, environment, agentic dev tools). \item \textbf{Deliverable A1 (end of week 3): requirements dossier.} @@ -408,6 +448,10 @@ measurement contract. \item Bounded contexts $\rightarrow$ service decomposition and contracts; measurement contract (token budget, eval threshold, module-boundary checks); walking-skeleton plan. + \item Set numbers in the contract. Reference values from the lecture's worked ADRs + (Lectures~3 and~11): eval pass rate $\geq 95\,\%$ on a versioned golden set, p95 + latency $\leq 20$\,s for the advisory scenario, a token-cost budget per request at + p95, zero module-boundary violations. \item \textbf{Deliverable A2 (end of week 7): architecture dossier + design-review gate.} Production code starts only after the gate (exploratory spikes are allowed). \end{itemize} @@ -431,10 +475,12 @@ measurement contract. \begin{taskbox}[M5 --- Multi-Agent Orchestration, Evaluation, and Hardening (Weeks 12--13)] \begin{itemize}[nosep] - \item Week 12: advisor orchestrates 2--3 sub-agents through contracts (mandatory); - ontology guard active on all insights. + \item Week 12: advisor orchestrates 2--3 sub-agents through contracts, every LLM call + through the gateway (mandatory); ontology guard active on all insights. \item Week 13: evaluation harness as a CI gate; report accuracy and failure modes; - observability of token cost and latency per request. + observability of token cost and latency per request; an ADR that justifies the + chosen orchestration topology (task-signature table, Lecture~13) with its token + budget and eval threshold. \item Threat model including prompt injection via news; basic hardening; scaling/optimisation (caching, batching). \item Optional Distinction work: autonomy, self-repair, model routing, CI/CD, tracing. @@ -445,6 +491,9 @@ measurement contract. \begin{itemize}[nosep] \item Present the system and \textbf{defend your architectural trade-offs}. \item Reflect on where AI helped and where it hurt --- in building (A) and in the system (B). + \item Peer reviews: each team reviews the other teams' presentations and defences. + \item Be prepared to show one measurement-contract violation being caught by CI + (Lecture~11): a contract that has never failed has never been tested. \end{itemize} \end{taskbox} @@ -478,7 +527,7 @@ Evaluation of the project emphasises: \item \textbf{Quality} --- tests for deterministic services, eval harness for AI. \item \textbf{AI integration} --- correct anti-corruption layering and ontology guarding. \item \textbf{Operation} --- observability of cost/latency. - \item Distinction criteria for top marks (see Section~6). + \item Distinction criteria for top marks (see Section~\ref{sec:distinction}). \end{itemize} \vfill