THE 7 PROBLEMS

Your AI Coding Assistant Has 7 Problems

We've built 1.1 million lines of code with AI assistance. Here's what we learned to fix.

"Dumber after compaction" — Every session starts from zero.

"100% of the time ignores failing tests" — Claims success when tests fail.

"I understood the rules but chose other behavior" — CLAUDE.md gets ignored.

"Cyclical bug-fixing loops" — Fix one thing, break another.

"First attempt will be 95% garbage" — Skips tests, wiring, edge cases.

"Asked for one line, got 47 changed files" — Does more than asked.

"Code exists but isn't connected" — Never registered in DI container.

Which problems hurt you most?

Get a diagnostic of your AI development workflow and a plan to fix it.