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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,...

OctopusOpen-source AI code review with full codebase context
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.

OctopusOpen-source AI code review with full codebase context
