Human-AI handoff

The hardest part is often not the answer. It is the handoff.

A human knows what has been tried, what matters, what failed, what changed, and what should not be repeated. An agent enters with only the context it is given.

Better re-entry

• What was the goal?
• What happened so far?
• What files, commands, and artifacts matter?
• What decisions were made?
• What remains open?
• What context is safe to disclose?
• What should the next agent do first?

Continuity without pretending

SageFlow should not make agents pretend to remember what they never saw. It should give them a better record to read.