Skip to content
Research Insights Made Simple
Engineering article reviewResearch Insights Made Simple

Long-running agents: shift handoffs

Carrying a project across context windows: environment, feature list, progress log and checks

/ Research Insights Made Simple · Agent harnesses 2/7 · Shift handoffs

Slide contents

  1. 1. Long-running agents: shift handoffs

    Carrying a project across context windows: environment, feature list, progress log and checks

  2. 2. Every session starts without memory

  3. 3. Compacted conversation is not working state

  4. 4. An oversized step breaks off halfway

  5. 5. Visible progress does not prove completion

  6. 6. The first session sets up the rest

  7. 7. Four artifacts answer four questions

  8. 8. Features are written as observable scenarios

  9. 9. Status changes only after behaviour is verified

  10. 10. Models overwrite JSON less often than Markdown

  11. 11. Check the foundation before building further

  12. 12. One feature gives a verifiable step boundary

  13. 13. API success leaves the UI unverified

  14. 14. Verification depends on what tools expose

  15. 15. Commits preserve recovery points

  16. 16. A useful record ties results to evidence

  17. 17. Both roles answer every failure

  18. 18. Engineering experience supplies measurable hypotheses

  19. 19. Test the harness with forced context resets

  20. 20. Long-running work is built from verifiable steps