
5 min read
Can Claude fix itself? From no to maybe
An Anthropic engineer's answer shifted from no to maybe in six months. Three incidents show what Claude can investigate, fix, and still get wrong.

An Anthropic engineer's answer shifted from no to maybe in six months. Three incidents show what Claude can investigate, fix, and still get wrong.

AI-assisted incident response can lower MTTR while leaving engineers less prepared for the complex incidents automation cannot solve.

AI can generate code faster than humans can review it. Engineering teams must redesign review, reversibility, and accountability.