The 60% Ceiling: Why Your AI Agent Is a Bad Judge of Its Own Next Move

October 18, 2026 — agents/benchmarks Your coding agent just finished a 200-step task. All tests pass. You'd call that a success. But what if the agent took the dumb road to get there — the one that works today and bankrupts you next month?