Quick milestone update: BugZ (an autonomous AI security auditor) just hit 156 users overnight!
Building this solo with Next.js 14, Convex, and Gemini Pro has been an awesome experiment in real-time AST parsing and auto-generating Git .patch files.
💡 Key Takeaway from Early Community Feedback
After posting our first breakdown on Dev.to yesterday, senior devs dropped great insights on patch validation boundaries—specifically running generated diffs in disposable checkouts against test suites before showing them to the user.
🚀 What's Next
- Adding rule ID & exact source span tracking to generated patches.
- Fine-tuning real-time streaming latency for larger repos.
Try running a quick security audit on your repositories:
👉 bugz-ai.vercel.app
Got feedback or want to roast the UI? Drop a comment below! 👇
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