You asked AI to review your legacy codebase. It came back with a thorough, confident breakdown....
You asked AI to review your legacy codebase.
It came back with a thorough, confident breakdown. Deprecated patterns. Security concerns. Architectural red flags. You felt seen.
Then you pushed back on one finding.
"Are you sure? This pattern has been in production for three years without issues."
And the AI said something like:
A developer added an AI reviewer to a small Node and React project expecting an easy win. At first,...
The failure mode of AI code review isn't that it misses bugs. It's that it reports ten "issues" and...
Do you trust the code your AI assistant just wrote for you? I did. More than I should have. Lately,...
Your AI assistant just wrote 200 lines of authentication middleware. It looks clean. It passes the...
Two July 2026 disclosures show AI coding agents executing planted payloads and leaking private repos, all through context the…
The Problem Every team has unwritten rules. "We don't use inline comments." "Early returns only." "No...
