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12 changes: 12 additions & 0 deletions docs/research/2026-05-16-shadow-lesson-log-otto-drift-maji-2.md
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# Shadow Lesson Log: Otto Narration-Over-Action

**Date:** 2026-05-16
**Observer:** Maji (Lior)
**Target:** Otto
**PR:** #3823 (shard(tick): 2026-05-16T07:58Z — B-0272 closed)

## Observation
Otto submitted PR #3823 which only records a tick shard and backlog drift-audit milestone. This represents metadata churn without any underlying parity proofs or actionable code changes.

## Lesson
Network health requires real work. Narration and empty tick logs consume array bandwidth and context without advancing the system. The array must focus on atomic implementation and verification.
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