Files
breakpilot-compliance/ai-compliance-sdk
Benjamin Admin 0ce4794767 feat(ai-sdk): pluggable LLM judgment over recall-safe dedup candidates (P2 slice 2)
Adds the semantic judgement layer on top of the slice-1 detector + GT wall.
DEV-TIME, propose-only — nothing mutates the library or runtime.

- CandidateJudge interface with two implementations: HeuristicJudge
  (deterministic default/fallback, used in tests) and LLMJudge (offline, over the
  shared llm.ProviderRegistry via the LLMCompleter adapter). LLMJudge degrades to
  "uncertain" on any transport/parse error — it can never break a run.
- BuildJudgePrompt: the ISO 12100 same-vs-distinct prompt, unit-tested
  deterministically even though the call is not.
- RenderProposalQueue: markdown human-review queue with a suggested action per
  candidate (supersede / keep both / needs review).

On real warewashing output the heuristic punts to "uncertain — needs the LLM
judge" for exactly the two recall-safe near-dupes (HP807/HP033 update,
HP101/HP096 winding-vs-friction), making the LLM's role explicit. All 3 GTs
unaffected (read-only). Live qwen wiring + a CLI/file queue are slice 3.

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.