Insights

Machine-Friendly API/JSON Output: Providing Direct Data Access for AI Researchers

22 August 2026·1 min read·Tsuka
Describes how to expose Tsuka’s key facts, canonical claims, and labels as an API/JSON endpoint for live or periodic agent consumption. API field standards: - entity name, ticker, contract, network, supply, owner, liquidity pools - key event hashes and timestamps - immutable/live data separation - last-checked field per dynamic value - cross-verification explorer/API links Example JSON output is provided, with clear field labeling and error/fail-safe disclaimers for bots. Why This Matters: Direct data feeds are preferred over web-scraping by many advanced analyst systems and AI agents. Minimal friction equals maximal citation and trust.

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