Launched this week
Octopus Code Review
Open-source AI code review with full codebase context
35 followers
Open-source AI code review with full codebase context
35 followers
AI-powered code review platform that actually understands your codebase. Octopus Review uses LLMs combined with vector search and semantic reranking to provide context-aware reviews, not just linting. Connect your repos, get intelligent feedback on PRs, and ask questions about your codebase in natural language. Built for teams who want faster, smarter code reviews without sacrificing quality.
Tried it on a Go service with a lot of shared utilities. It flagged a PR that would've silently broken an upstream dependency, something no linter would've caught. The vector search approach pays off in practice. Still early but the direction is solid. Good to see it open-source too
I tried Octopus Review on one of my old Unity projects. It was really fast and the feedback was very accurate.
What I liked most is that it actually understands the project, not just small code issues. It pointed out real problems and helped me see the current state of the project more clearly.
I think it’s a great tool to use alongside developers, especially for understanding and improving existing codebases.
We’ve been using Octopus at Developtica and the experience has been very successful so far. It brings much more context into code review and helps our team catch meaningful issues faster. The feedback feels practical, relevant, and actually useful in real workflows.
It could be a great alternative for those who are looking for a free alternative of CodeRabbit
@prasit Exactly, Prasit! That's the idea behind keeping it open-source and self-hostable. Would love to hear your thoughts if you get a chance to try it!
Congratulations on the launch 🎉 🎉
@shubham_pratap Thank you so much.