Tag:data contracts

All the articles with the tag "data contracts".

• 31 MIN READ•Aug 25, 2026

  Metric Contracts in Code: Testing, Versioning, and Serving Business Logic to Multi-Agent Systems

  Metric contracts in code let teams test, version, and serve business logic to multi-agent systems without each agent inventing its own SQL.

  metricsAI agentssemantic layer
• 30 MIN READ•Jul 25, 2026

  Freshness Is a Contract, Not a Note on a Dashboard

  Data freshness needs to become an engineering contract with a measurable value, an owner, and consequences. How to decompose lag, make freshness queryable, and keep agents honest.

  data freshnessdata qualityapache iceberg