I built AI Review https://github.com/Nikita-Filonov/ai-review — an open-source AI-powered code review tool that runs directly inside your CI/CD and works with any LLM provider. It adds inline comments, summary reviews, and even assistant-style replies directly into your Pull/Merge Requests — and you can set it up in about 15–30 minutes.
The key idea: AI Review is not a SaaS. It doesn't send your code anywhere and isn't tied to any vendor. You can run it:
- Locally via Ollama — no tokens, no VPN, no data leaves your infra
- With OpenAI, Claude, Gemini, or your own inference server
- On any CI/CD (GitHub, GitLab, Bitbucket, Jenkins, etc.)
- As a CLI tool, Docker image, or GitHub Action
It supports 9 diff modes, fully customizable prompts, system-level review contracts, and artifacts for debugging. Reviews for medium-sized MRs typically complete in ~20–40s.
I built AI Review https://github.com/Nikita-Filonov/ai-review — an open-source AI-powered code review tool that runs directly inside your CI/CD and works with any LLM provider. It adds inline comments, summary reviews, and even assistant-style replies directly into your Pull/Merge Requests — and you can set it up in about 15–30 minutes.
The key idea: AI Review is not a SaaS. It doesn't send your code anywhere and isn't tied to any vendor. You can run it:
- Locally via Ollama — no tokens, no VPN, no data leaves your infra - With OpenAI, Claude, Gemini, or your own inference server - On any CI/CD (GitHub, GitLab, Bitbucket, Jenkins, etc.) - As a CLI tool, Docker image, or GitHub Action
A minimal GitLab CI job looks like this:
ai-review: image: nikitafilonov/ai-review:latest script: - ai-review run variables: LLM__PROVIDER: "OPENAI" LLM__META__MODEL: "gpt-4o-mini" VCS__PROVIDER: "GITLAB" VCS__PIPELINE__MERGE_REQUEST_ID: "$CI_MERGE_REQUEST_IID"
It supports 9 diff modes, fully customizable prompts, system-level review contracts, and artifacts for debugging. Reviews for medium-sized MRs typically complete in ~20–40s.
- GitHub: https://github.com/Nikita-Filonov/ai-review - Docs & examples: https://github.com/Nikita-Filonov/ai-review/tree/main/docs - Feedback: https://t.me/nikitafilonov
Would love feedback or ideas — and if you find it useful, a on GitHub helps a lot