Benjamin Admin
a5b675d999
Mirror the guidance interpretation-intent (PR #35) for control frameworks: when a query explicitly asks HOW to implement / which controls or measures fit (control, maßnahme, umsetzen, härten, nist, owasp, grundschutz, ...), a semantically competitive technical_standard is lifted just above the best binding hit — so "Welche Controls passen zu Security Updates?" can return NIST/OWASP Top-1, while "Welche Anforderungen bestehen an Security Updates?" keeps CRA (binding) Top-1. Generalize applyGuidanceIntent -> liftAboveBinding(sourceClass) and reuse it for both supervisory_guidance (interpretation intent) and technical_standard (implementation intent). Same semantic guard keeps off-topic sources demoted. Rename the shared coefficients guidanceIntent* -> intentLift*. Tested: queryWantsControls detection + 3 rerank cases (standard wins on control question, binding stays on norm question, off-topic standard blocked by guard). Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
ai-compliance-sdk
Go/Gin service providing AI-Act compliance analysis: iACE impact assessments, UCCA rules engine, hazard library, training/academy, audit, escalation, portfolio, RBAC, RAG, whistleblower, workshop.
Port: 8090 → exposed 8093 (container: bp-compliance-ai-sdk)
Stack: Go 1.24, Gin, pgx, Postgres.
Architecture
Clean-arch refactor is complete:
cmd/server/main.go # Thin entrypoint, 7 LOC — wiring in internal/app/
internal/
├── app/
│ ├── app.go # Server initialization + lifecycle
│ └── routes.go # Route registration
├── api/handlers/ # 8 sub-resource handler files:
│ │ # iace_handler_projects, hazards, mitigations,
│ │ # techfile, monitoring, refdata, rag, components
├── iace/ # Store split into 7 files:
│ │ # store_projects, components, hazards,
│ │ # hazard_library, mitigations, evidence, audit
│ └── hazard_library/ # Split into 10 category files
└── ...
See ../AGENTS.go.md for the full convention.
Linting (Phase 5): .golangci.yml added — run golangci-lint run --timeout 5m ./....
Run locally
cd ai-compliance-sdk
go mod download
export COMPLIANCE_DATABASE_URL=...
go run ./cmd/server
Tests
go test -race -cover ./...
golangci-lint run --timeout 5m ./...
Co-located *_test.go, table-driven. Repo layer uses testcontainers-go (or the compose Postgres) — no SQL mocks.
Public API surface
Handlers under internal/api/handlers/ (8 sub-resource files). Health at GET /health. iACE, UCCA, training, academy, portfolio, escalation, audit, rag, whistleblower, workshop subresources. Every route is a contract.
Environment
| Var | Purpose |
|---|---|
COMPLIANCE_DATABASE_URL |
Postgres DSN |
LLM_GATEWAY_URL |
LLM router for rag/iACE |
QDRANT_URL |
Vector search |
Don't touch
DB schema. Hand-rolled migrations elsewhere own it.