Observed pattern
A long-running collaboration accumulated instructions across handoffs until current authority became hard to distinguish from historical context.
Demo 3
Lessons Learned from Process Drift
Substrate treats failure as material for learning. The goal is not to blame a person or model, but to identify the missing control that allowed drift to persist.
Failure mode
Multiple actors could believe they had the monkey, or no one could know who held it. Work stalled or duplicated.
Governance lesson
Every active item needs one active home, one current monkey, and a clear handoff condition.
Candidate lesson register row
ID: LAB-LESSON-001 Experiment: multi-model governance handoff What failed: current-state instructions lived in long threads and bridge notes Governance issue: no single active home / unclear monkey Transferable lesson: use issue-specific comments and one-owner handoffs Should this affect real stack: yes, after review