Files
breakpilot-compliance/ai-compliance-sdk
Benjamin Admin 662aec209a feat(ai-sdk): foreign-framing proposer (P2 slice 4, type 2)
Surfaces fired patterns whose zone names terms the machine's narrative never
mentions — foreign framing that leaks through terms not yet in domainGateTerms
(once a term is a gate term, the ghost-pattern invariant already fences it out).

- FindFramingCandidates (proposer_framing.go): per fired pattern, zone terms with
  no narrative echo (minus a generic hazard-location stoplist). Echo matching is
  bidirectional to survive German compounding (narrative "Steuerung" echoes zone
  "Steuerungssystem"). Heuristic verdict foreign (fully orphan) / plausible
  (partial). Over-surfaces by design — human/LLM is the precision filter.
- Wired into iace-audit propose -> audit-reports/framing.{md,json}, threshold via
  IACE_FRAMING_MIN_ORPHAN (default 0.6).

Honest finding: genuine wrong-MACHINE framing (Walzen, Transportbaender) no longer
fires thanks to the machine-type gate; the residual is mostly cyber/control
patterns with generic-industrial zone vocabulary, candidates for re-framing.
Proposal types 3-4 (vocab->tag, coverage blind spots) remain for slice 5.

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
2026-06-26 10:27:01 +02:00
..

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.