Achieving an 80 percent automated codebase requires more than purchasing API tokens or configuring agent loops; it demands a total cultural overhaul, a strategy for mitigating developer obsolescence anxiety, and the implementation of rigorous, automated verification guardrails

Anthropic says AI now writes most of its code and runs increasingly complex research tasks, leaving people to decide which problems are worth solving.

Achieving an 80 percent automated codebase requires more than purchasing API tokens or configuring agent loops; it demands a total cultural overhaul, a strategy for mitigating…