Launching today

Octopus

Launching today

Open-source AI code review with full codebase context

3 followers

Open-source AI code review with full codebase context

3 followers

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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.

Free

Launch tags:Productivity•Developer Tools•Artificial Intelligence

Launch Team / Built With

Framer — Launch websites with enterprise needs at startup speeds.

Launch websites with enterprise needs at startup speeds.

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Maker

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Hey Product Hunt! I built Octopus Review because I was frustrated with how shallow most automated code review tools are. They catch syntax issues but miss the big picture: architectural problems, business logic errors, inconsistent patterns across the codebase. Octopus Review is different. It indexes your entire codebase using vector search (Qdrant) and Cohere Rerank, so when it reviews a PR, it actually understands the context. It knows how your code fits together, what patterns your team follows, and what might break downstream. I'd love to hear your feedback. What's the biggest pain point in your code review workflow?

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4d ago

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.

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1d ago