The Real Reason AI Agent Bills Explode: Retries That Replay the Entire Chain

Developers building agentic systems are discovering that the biggest cost driver isn't model pricing — it's architectural decisions around error recovery that can replay entire conversation chains, and the majority of teams say they already know they'll need to rebuild.