Robust Tool Result Parsing: Error Handling and Schema Enforcement in Production Agents

Production agents interact with real APIs that return errors, empty results, malformed JSON, and rate limit responses. Building a robust tool result parsing layer — with typed schemas, error classification, retry logic, and graceful degradation — is what separates reliable agents from brittle demos.