rest-graphql-debug

To debug REST API failures, isolate connectivity, TLS, authentication, and request formatting layers using guided checks. Leverage terminal for curl commands and execute_code for Python requests to validate HTTP status codes and response schemas end-to-end.

The best way to validate GraphQL API responses is by applying layered debugging checks to schema validation and end-to-end repros. Extract API docs using web_extract to verify response structures against expected schemas during integration testing.

Unexpected HTTP status codes are diagnosed by running API health checks that isolate the failing layer. Apply guided checks to status codes, authentication, and request formatting using terminal curl commands to reproduce and trace the exact failure point.

Yes, you can triage microservice API outages using terminal for quick curl commands and execute_code for Python requests. These Hermes tools help isolate connectivity, TLS, and authentication issues across REST and GraphQL endpoints during outage triage.

When GraphQL API authentication fails, isolate the authentication layer by validating credentials and request headers. Use web_extract to pull API documentation and verify authentication schemes, then run guided checks to reproduce the failure across endpoints.

No, you do not need to pull API documentation manually before debugging REST and GraphQL endpoints. The web_extract tool fetches API docs automatically, enabling guided checks for schema validation, authentication, and status codes during diagnosis.