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mozinovati

mozinovati on Hacker News

Re:Keep Your Intuition Sharp While Using AI Coding Tools on Monday March 16, 2026 @06:43AM (#47397308)
One thing I’ve noticed with AI coding tools is that the issues aren’t usually syntax errors they tend to appear at the system level ,the generated code often looks correct locally but can break integration points between services or APIs ,do you guys here have seen similar patterns when reviewing AI-generated PRs
Re:FlowLessAI – connects to GitHub, audits your codebase, delivers a P... on Thursday March 05, 2026 @05:00AM (#47259797)
Hey HN,

I built FlowLessAI because I kept shipping AI-generated code that passed tests and broke in production.

Not syntax errors. The real stuff: - Hardcoded API keys and secrets - Payment functions that always return success - Sessions expiring in 6 seconds - Auth bypasses hidden in query parameters - N+1 queries that only fail under real traffic

Most tools wait for you to open a PR then comment on it. You still implement every fix yourself.

FlowLessAI connects to your GitHub, reads your entire codebase with full cross-file context, and delivers a Pull Request with the fixes already written.

No prompts. No setup. No configuration.

Real result from this week: 58 files audited, 38 critical fixes delivered as a PR, 6 minutes 24 seconds.

Free for 30 days — 300 credits/day.

Would love brutal feedback from this crowd.