notjustlgtm
Why I built this
The risk
AI gets it “right enough” that you stop noticing when it doesn't.
You ship faster. You close more tickets. You stop building the judgment that catches the next bug.
AI compounds knowledge.
It doesn't fill in foundations you never built.
The thesis
A senior developer recently argued: train juniors rigorously before AI becomes part of their daily work. Not as gatekeeping - as protection.
The check
10 questions. Real bugs AI ships every day - across security, concurrency, testing, performance, architecture, and AI-specific traps.
If you catch them: AI stays in check.
If you don't: you know where to revisit.
It's not gatekeeping. It's a mirror.
— Anton