Lost the thread

“My AI forgets everything between sessions”

Context windows end; work doesn’t. These techniques make continuity a practice instead of a hope — externalized context, handoffs, checkpoints, and recovery when the thread is already gone.

Which version of it is yours?

  • Named Checkpoints — about to try something risky, and the good state from an hour ago exists only as a feeling
  • Deliberate Context Compression — the ‘summarize where we are’ summary reads well but silently drops the constraints that mattered
  • Persistent Context as Files — every session starts with re-explaining the project, or it proposes the thing you ruled out last month
  • Recentering Pause — mid-session the answers go adjacent to what you asked, and every correction drifts again a few turns later
  • Session Handoff Package — the next session has the files but no idea what was half-finished or what came next

Corpus licensed CC BY-NC-ND 4.0 · Site code licensed Elastic License 2.0

Created by Tal Onn Sella at Agentsmith — helping people and AI become better, together. Want a custom MCP for your team? Schedule a call.