Five Strangers Audited My Systems in One Day – Here's What I Learned

A developer recounts how five comments from strangers exposed security holes in his AI-powered internal tools. Each comment led to a fix within an hour, revealing gaps in health checks, deployment validation, and guardrail testing. The incidents underscore the value of external perspectives in catching blind spots.