Two related bugs in the BMW test result:
1. AGB rendered as 'MANGELHAFT 0/13' even though BMW has no public AGB:
- Auto-discovery correctly returned 'not found' for AGB (no link on
bmw.de matches AGB keywords).
- But auto_fill_from_dsi then found the substring 'AGB' in a section
of the DSI and pseudo-filled the AGB entry with a 264-word DSI
fragment.
- cross_search_documents would have done the same.
- Both now skip entries where discovery_attempted=True AND
auto_discovered=False — the 'not found' verdict stands.
2. DSB-Kontakt rendered as a separate 100% OK document with 7566 words
= the entire DSI text:
- GDPR practice: the DSB is named *inside* the DSI as an email or
contact block (Art. 13(1)(b)), not as a stand-alone page.
- cross_search_documents had been assigning the full DSI to the DSB
row because it matched 'datenschutzbeauftragte' keywords.
- DSB removed from _ALL_DOC_TYPES — no longer canonical, no longer
padded as missing, no longer auto-discovered. The frontend row
remains so a tenant with a separate DSB page can still submit one.
After this fix BMW should render:
- DSE: OK
- Impressum: LUECKENHAFT (unchanged — regex gaps to fix separately)
- Cookie-Richtlinie: OK
- Social Media: NICHT GEFUNDEN (bmw.de does not link to it)
- AGB: NICHT GEFUNDEN (correct — BMW has no public AGB)
- Nutzungsbedingungen: NICHT GEFUNDEN
- Widerruf: NICHT GEFUNDEN
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.