Wire the 195 Clean-Room QUAIDAL controls (from breakpilot-core migration 011)
into the compliance SaaS UI.
Backend:
- GET /api/v1/quaidal/stats - counts by kind + source provenance
- GET /api/v1/quaidal/controls - list, optional kind= filter
- GET /api/v1/quaidal/controls/{id} - single derived control
- GET /api/v1/quaidal/criteria - 10 QKB criteria
- GET /api/v1/quaidal/criteria/{id} - QKB with QB/MA/QM tree
Frontend:
- /sdk/quality: new "Trainingsdaten-Qualität (BSI QUAIDAL)" tab with
10 QKB cards and a drill-down modal showing the full QB→MA→QM tree
plus original BSI source link and license note.
- /sdk/ai-act: Art. 10 tile on each high-risk/unacceptable result,
linking to /sdk/quality?category=data_quality.
Pattern matches existing IACE module DIN-reference handling:
own wording, source section + URL preserved for due diligence.
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.