Coding agents are being measured by state, recovery, and regression control
This period treats coding agents as software systems with state, tests, failure recovery, and traceable controls.
This period treats coding agents as software systems with state, tests, failure recovery, and traceable controls.
Coding-agent adoption is ready for narrower harness work: separated bug-fix roles, recovery tests around unreliable tools, and intent-based test migration for teams with overlapping library behavior.