Every failure is investigated, resolved, and filed as a verified lesson the agent consults next time — institutional memory that compounds with use.
A halt or error is diagnosed against the trail. Once a root cause and fix are confirmed, the lesson is recorded with the context that made it matter.
Verified, not assumed. A lesson logged mid-debugging stays provisional until its cause and solution are confirmed — contradictions don’t get treated as knowledge.
How rulings and fixes become lessonsInvariant A failure becomes a lesson only once its cause and fix are verified. The same mistake does not recur.
Go deeper — lessons & the final court
How operator rulings and resolved failures become durable lessons, without polluting the record with unverified guesses.
