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Lessons Loop
Every mistake becomes one rule the agent reads next session.
In production since Mar 2026 · 600+ incidents distilled
THE WORKFLOW AT A GLANCE3 steps
- 01
Write rule after verified mistake
- 02
Merge with similar rule
- 03
Promote clusters to docs
The work it takes off your plate.
Agents repeat the same mistakes across sessions.
What you get
A lessons file with one-line 'do X' rules, loaded at session start; 3 rules on one topic → a doc.
TRIGGER
event
CONNECTIONS