Trace a request through a codebase
Follow one request from entry point to storage or external boundary with concrete file references.
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Project planning, implementation, testing, and code review.
Counts cover every published resource in the catalog. A resource can belong to several fields and platforms.
Follow one request from entry point to storage or external boundary with concrete file references.
Reduce a reported defect to a small repeatable case before proposing a fix.
Inspect validation, error contracts, and authorization around one API endpoint.
Check transitions and side effects across loading, success, failure, and cancellation states.
Derive a focused verification set from changed behavior and affected callers.
Map a dependency upgrade's affected usage and verification needs before changing versions.
Find configuration drift without printing secret values or assuming every difference is wrong.
Separate the failing assertion, likely affected behavior, and evidence needed for diagnosis.
Turn a feature request into scope, invariants, acceptance criteria, and concrete completion evidence.
Translate an issue report into a reproducible engineering task without inventing missing evidence.
Give Codex a bounded test failure with a behavior contract and limits on implementation changes.
Define a measurable performance question with workload, baseline, and comparison rules.
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