Autonomous Agents: what breaks first (and why that's the real product) [2026-05-23]

Most "AI agents" seen online are merely automation with API calls, lacking true autonomy which demands detecting failure and graceful degradation. The actual product value and core challenge lie in managing common breakpoints like rate limits, authentication, and state, ensuring resilience.