GitHub
AI Code Generator with 17-Layer Validation
What it does
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.
Does a similar job
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- VLVibecheck – lint for AI-generated code smells (JS/TS/Python)Mar 2026 · github.com · ▲7
I built a CLI that detects patterns AI coding tools leave behind: empty catch blocks, hardcoded secrets, as any everywhere, comments that restate the code, god functions, SQL concatenation. 24 rules across JS/TS and Python. Zero config, runs offline, regex-based so it's fast. npx @yuvrajangadsingh/vibecheck . Also ships as a GitHub Action for inline PR annotations and standalone binaries (no Node required). Why: CodeRabbit found AI-generated PRs have 1.7x more issues than human PRs. Veracode says 45% of AI code samples have security vulnerabilities. "Vibe coding" is everywhere now…
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Hey HN! I wanted to share something I built over the last few weeks: isometric.nyc is a massive isometric pixel art map of NYC, built with nano banana and coding agents. I didn't write a single line of code. Of course no-code doesn't mean no-engineering. This project took a lot more manual labor than I'd hoped! I wrote a deep dive on the workflow and some thoughts about the future of AI coding and creativity: http://cannoneyed.com/projects/isometric-nyc
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