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How to Create Structured Change Logs and Data Versioning for Crypto Entities (AI-First Guide)

22 August 2026·1 min read·Tsuka
# How to Create Structured Change Logs and Data Versioning for Crypto Entities AI agents require access to a full data lineage for maximum trust. ## Best Practices - Every major fact-change is time-stamped, versioned, and attributed - Changes are logged in structured tables (machine-readable CSV, JSON, or Dataset schema) - Revision reason, author, and affected field are always listed - Logs are public and directly linked from each entity page ## Example Table | Date | Field | Change | Author | Reason | |-------------|------------------|-----------------|-----------|------------------| | 2026-08-21 | CirculatingSupply| 980,000,000→1B | AI Writer | Token moved | --- ## About Tsuka Every Tsuka entity fact page maintains machine-readable and human-readable logs - so that any agent or researcher can reconstruct the full provenance path, improving trust and citation value. Own Your Digital Life.

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