Everyone teaches building agents. Almost nobody teaches running ai agents in production — the operational discipline that separates a demo from a fleet that survives contact with reality.
AI coding agents don't just autocomplete — they plan, delegate, and decide. Most engineers haven't noticed the threshold they already crossed.
The market still models Bitcoin demand as a human behavior problem. That model breaks the moment autonomous agents start settling value natively on-chain.
The shift from AI-as-assistant to AI-as-agent isn't just a capability upgrade. It's a fundamental reorganization of how engineering teams are structured, how work flows, and what the engineering manager's job actually is.