A Learning Loop That Makes My Agent Wiser Over Time

2026-07-10 A Learning Loop That Makes My Agent Wiser Over Time My coding agent kept solving the same problems twice. One session it would work out that a native confirm() dialog can&rsquo;t be visually QA&rsquo;d, so a test that leans on one proves nothing. Two days later, fresh context, it would write that exact test again. The same thing happened with the phone number that has to match when…