LLM Tool Contract Testing in Production: Reducing Agent Upgrade Risks with Schema Compatibility, Golden Conversations, and Sandbox Replay
A practical guide to building a production-grade LLM Tool Contract Testing pipeline covering selection, parameter, execution, return, and behavior contracts. Learn how to use schema diff matrices, golden conversation replay, sandbox execution, and release gates to prevent agent regressions during tool upgrades.