Structured Outputs 400 Errors: Fix strict JSON Schema Before Retrying
Check endpoint wrappers, required and nullable fields, nested object definitions and common strict JSON Schema errors locally before retrying an API request.
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Check endpoint wrappers, required and nullable fields, nested object definitions and common strict JSON Schema errors locally before retrying an API request.
Trace mismatched tool results across Chat Completions, Responses and Anthropic Messages with synthetic JSON, offline checks and history-trimming diagnostics.
Diagnose empty API answers by checking response events, completion and client parsing. Includes a small Python regression example and a safe support checklist.
A Claude Code connection error or timeout usually has a boring cause. Here's the diagnostic ladder to tell a real network/config fault from the model thinking.
Step-by-step triage for Claude Code 429 errors. Learn the three types of rate limits, how to read headers, short-term workarounds, and the structural fix via a multi-provider relay.