Reference
Changelog
Release notes, model upgrades, RAG corpus refreshes, breaking changes.
v0.1.0 — MVP release (2026-05-27)
First production-ready milestone. Full review pipeline, UI, RAG, multi-platform PR fetch.
Added
- 4-pass review pipeline: Pass 0 mechanical · Pass 1 triage · Pass 2 deep review · Pass 3 aggregate
- Pass 2.5 propose-and-verify (optional, +5-8pp recall, anti-hallu)
- 1968 RAG chunks: Drupal core docs + top-200 contrib + OWASP + security advisories
- 8 Drupal idiom detectors (Pass 0 mechanical): missing DI, cache contexts, procedural hooks, etc.
- FastAPI + HTMX UI panel z SSE streaming, single-user HTTP Basic auth
- Multi-platform git fetch: GitHub, GitLab (SaaS + CE/EE), Gitea/Forgejo
- Encrypted token vault (Fernet + PBKDF2 480k iter, SQLite WAL)
- Custom RAG ingest UI — wrzucasz swoje custom modules, model się "uczy"
- Auto-post review back to PR/MR jako markdown comment
- RunPod sandbox scripts: setup-pod.sh, pull-models.sh, benchmark-compare.sh
Benchmarks (honest)
- 100% recall na controlled benchmark (10 obvious security bugs)
- 18.7% recall, 14.5% precision na curated 30 Drupal contrib MRs (115 inline maintainer comments)
- 17.6% recall, 30% precision na blind Drupal core MR (z propose-verify)
Models tested
- qwen3-coder:30b (default)
- devstral-small-2:24b
- qwen2.5-coder:32b-instruct-q4_K_M
- deepseek-r1:32b-qwen-distill-q4_K_M
- deepseek-coder-v2:16b-lite-instruct-q4_K_M
Infrastructure
- Self-hosted Qdrant 1.14 (musl static binary, GLIBC 2.35 compatible)
- Backup/restore scripts (32 MB atomic snapshot)
- Docker compose dla Qdrant (lokalnie)
- Custom RunPod setup z Network Volume persistence
Security audit
Pre-release audit (UI Task 17 + repo integration audit):
- 2 CRITICAL findings fixed (silent failures w cache, reader thread)
- 5 HIGH findings fixed (XSS w error reflection, lost tracebacks, narrow exceptions)
- Patrz Security sekcja Past audit log
Upcoming (v0.2)
- License key system + tier feature flags
- PDF audit report generator (Enterprise tier)
- Slack/Discord notify integration
- GitLab CI / GitHub Actions webhook auto-review
- Multi-language support (Drupal 9 / 10 / 11 selector)
Full git log: commits on GitHub