The handoff is the system

A good output can still create a bad operation. The difference is usually the handoff.

The handoff explains what happened, what evidence was used, what remains uncertain, and who makes the next decision. Without it, every fresh session starts by reconstructing the past.

Carry state, not noise

Keep decisions, constraints, source locations, unresolved questions, and the next safe action. Leave out the running commentary that does not help the next person act.

Make review visible

Name the person or rule that decides whether the work moves forward. A system without a review boundary quietly turns suggestions into facts.

Preserve the trail

Useful systems can explain where an answer came from. That trail makes the next improvement possible.