Benjamin Admin
e8ff75cbfe
5 Backlog-Items aus dem Multi-Site-Briefing in einem Sprint:
1. B13 B2C-Soft-Hints — Versicherungs/Tarif/Buchungs-Marker
_B2C_WEAK erweitert um "Reiseversicherung", "Tarifrechner",
"Online-Antrag", "Flug buchen", "Stromtarif" etc.
Fängt Allianz-Reise-Chatbot (vorher False-Negative).
2. Chatbot-Policy-Discovery (chatbot_policy_discovery.py)
Probt 14 Standard-Slugs (privacypolicychatbot, chatbot-datenschutz,
ai-policy, ki-datenschutz, ...) × 5 Lang-Prefixe auf jeder
submitted Origin. Successful >300-Wort-Findings werden in
doc_texts['dse'] gemerged. Audit-Trail über
doc_entries[dse].chatbot_policy_sources.
Hebt Westfield-iAdvize-Lücke.
3. API-Response-Payload erweitert
phase_f_persist.response um extra_findings, audit_walk und
html_blocks erweitert. B-Wiring-Output (B1, B3-B18) ist nicht
mehr nur im Mail-HTML versteckt — externe Aufrufer sehen jeden
Finding. Schema additiv, legacy clients ignorieren neue Felder.
4. Plausibility-LLM Empty-Response-Fix
Resilienz-Strategie A→B→C→D:
A) format='json' (strict, default)
B) format='' (loose, _try_extract_json mit ```json-fence + prose-
wrap-Unterstützung)
C) Split-Batch-Recursion (vorhanden)
D) Give up, leeres dict (callers behandeln als skipped)
Plus _post_llm() als isolierter LLM-Call-Helper, catched
Network-Errors.
5. Specialist-Agents Phase 2 LLM (MVP) — Impressum-Agent
impressum_agent_llm.py: qwen3:30b-a3b mit § 5 TMG System-Prompt,
business_scope-hints aus profile_dict. Output identisches Schema
wie pattern-agent für ein Merge ohne API-Bruch.
_b18_wiring.py orchestriert beide Agents + deduplet nach
field_id, rendert lila V2-Block mit KB/LLM-Tags pro Finding.
Pattern-first im Dedup (deterministisch + stable).
Tests: 107/107 grün (7 Test-Suites + chatbot-discovery + b18).
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
backend-compliance
Python/FastAPI service implementing the DSGVO compliance API: DSR, DSFA, consent, controls, risks, evidence, audit, vendor management, ISMS, change requests, document generation.
Port: 8002 (container: bp-compliance-backend)
Stack: Python 3.12, FastAPI, SQLAlchemy 2.x, Alembic, Keycloak auth.
Architecture
compliance/
├── api/ # Routers (thin, ≤30 LOC per handler)
├── services/ # Business logic
├── repositories/ # DB access
├── domain/ # Value objects, domain errors
├── schemas/ # Pydantic models, split per domain
└── db/models/ # SQLAlchemy ORM, one module per aggregate
The service follows this layered target structure but not all files are fully refactored yet. Phase 1 backlog is tracked in .claude/rules/loc-exceptions.txt (27 backend-compliance files currently excepted).
See ../AGENTS.python.md for the full convention and ../.claude/rules/architecture.md for the non-negotiable rules.
Run locally
cd backend-compliance
pip install -r requirements.txt
export COMPLIANCE_DATABASE_URL=... # Postgres (Hetzner or local)
uvicorn main:app --reload --port 8002
Tests
pytest compliance/tests/ -v
pytest --cov=compliance --cov-report=term-missing
Layout: tests/unit/, tests/integration/, tests/contracts/. Contract tests diff /openapi.json against tests/contracts/openapi.baseline.json.
Public API surface
404+ endpoints across /api/v1/*. Grouped by domain: ai, audit, consent, dsfa, dsr, gdpr, vendor, evidence, change-requests, generation, projects, company-profile, isms. Every path is a contract — see the "Public endpoints" rule in the root CLAUDE.md.
Environment
| Var | Purpose |
|---|---|
COMPLIANCE_DATABASE_URL |
Postgres DSN, sslmode=require |
KEYCLOAK_* |
Auth verification |
QDRANT_URL, QDRANT_API_KEY |
Vector search |
CORE_VALKEY_URL |
Session cache |
Don't touch
Database schema, __tablename__, column names, existing migrations under migrations/. See root CLAUDE.md rule 3.