rest-graphql-debug

GraphQL APIs often return HTTP 200 even when errors occur by placing them in an `errors` field. You must inspect the response body semantics to verify GraphQL `errors` regardless of the HTTP 200 status.

Debug REST API auth failures by isolating the TLS, authentication, and request formatting layers. Use deterministic curl commands to verify HTTP headers and token payloads to identify the failing authentication layer.

The best way to isolate a failing REST or GraphQL integration is through layered API diagnosis. Walk through connectivity, TLS, authentication, request formatting, and response parsing to pinpoint the exact failing layer.

Create a reliable reproduction for API failures by using deterministic terminal and Python requests patterns. Include timeouts and correlation IDs in your HTTP headers to ensure consistent and traceable triage.

Safely debug API calls by applying security-conscious handling during your triage. Use token redaction and safe logging practices while inspecting HTTP headers to prevent exposing sensitive authentication data.

Diagnose schema contract drift after migrations by verifying response parsing and semantic meaning across real reproductions. Inspect REST-vs-GraphQL discrepancies and HTTP body semantics to detect unexpected response shape changes.