
Engineering
Judgment Debt: The Hidden Cost of Agentic AI
AI coding agents don't just autocomplete — they plan, delegate, and decide. Most engineers haven't noticed the threshold they already crossed.
May 9, 20267m read

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.