Codewalk

Dependency-aware AI for code review and code understanding

Developer tools Product Hunt Launched Jul 21, 2026 by Aakash Gupta aakash_1998_gupta View original post ↗

Large codebases are hard to review and even harder to understand. Codewalk grounds AI in your repository instead of guessing. AI code reviews work instantly on PRs—no indexing required. For deeper understanding, Codewalk builds a dependency graph and semantic index to answer questions with source-cited code and visualize blast radius before you refactor. Open source, self-hosted, and available as an MCP server, web app, or API.

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