Use cases
Same audit engine. Three ways to run it.
Pick the workflow that matches your constraints — air-gapped, subscription-driven, or NDA-bound.
Lovable · Cursor · v0 · Bolt
Vibe-coded site audit
Audit codebases shipped by Lovable, Cursor, v0, Bolt or Windsurf. Surface the duplicates, dead code and silent bugs they leave behind.
Read more →Subscription · daily
Claude Code audit
Pay nothing per token. Anatoly runs through your Claude.ai subscription, with an Opus deliberation pass on every audit.
Read more →Air-gapped · regulated
Local LLM code audit
Run the full audit on a model you host. With local RAG, no source byte ever leaves your network — works with Ollama, LM Studio, vLLM.
Read more →NDA · M&A · litigation
Tech due diligence
Reports that survive counter-expertise. Every finding pinned to file, line, and evidence — for M&A, expert witness, compliance.
Read more →Pipeline · PR gate
AI code audit in your CI
Run Anatoly on every pull request. Structured exit codes, --plain logs, the full report as a build artifact — GitHub Actions or GitLab CI.
Read more →