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Versioning and evolving AI tool schemas

Model Context ProtocolAgent tool integrationTool schema versioningTool call testingAgent security
AI coding

Versioning and evolving AI tool schemas

  • A Compatibility Test for Tool Schemas Before Agents Switch
  • Contract Tests for Tool Schemas When a Field Changes
  • Cutting Live Agents to a New Tool Schema
  • Routing Tool Calls by Version When Two Schemas Run Live
  • Schema Changes That Break Retry Logic: A Compatibility Suite
  • When a Tool Description and Its Schema Disagree
  • Writing Tool Schemas That Survive Model Upgrades
  • A Registry for Tool Schemas: Versions, Hashes and Rollback
  • A Rollback Trigger for a Tool Schema Cutover
  • Catching a Schema Change That Breaks Agents Before Users Do
  • Detecting Skills That Name a Tool You Deleted
  • Failing the Build When a Tool Schema Field Breaks
  • Falling Back to a Second Endpoint When the Schema Fails
  • MCP Tool Schema Migrations Without Stopping Running Agents
  • Retiring a Model Behind a Tool: Deprecation Order
  • Versioning a Tool Description Without Breaking Running Agents
  • Versioning MCP Tool Schemas Without Breaking Running Agents
  • Versioning Tool Interfaces: When to Change a Function or MCP Tool
  • Watching Behavior Drift After a Schema Test Passes
Agent tooling and MCP

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