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GitHub
AI Code Generator with 17-Layer Validation
Stop "Vibe Coding" - blindly copying AI code without understanding architecture. BlueMouse asks Socratic questions BEFORE generating code, then runs 17-layer validation (security, types, logic, etc.) Open source Python MCP server. Integrates with Claude, Gemini, GPT. Zero infrastructure cost. Perfect for students and developers building production apps.
About GitHub on Product Hunt
“AI Code Generator with 17-Layer Validation”
GitHub was submitted on Product Hunt and earned 0 upvotes and 1 comments, placing #408 on the daily leaderboard. Stop "Vibe Coding" - blindly copying AI code without understanding architecture. BlueMouse asks Socratic questions BEFORE generating code, then runs 17-layer validation (security, types, logic, etc.) Open source Python MCP server. Integrates with Claude, Gemini, GPT. Zero infrastructure cost. Perfect for students and developers building production apps.
Who hunted GitHub?
GitHub was hunted by lucia1700. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of GitHub including community comment highlights and product details, visit the product overview.

