Engineering & QA
Build, inspect, debug, refactor, review, and test software with workflows matched to the change and its verification boundary.
Decision map
Start with the work, not the package.
Published guides
Fixed comparisons with source-linked workflow evidence. A guide explains fit; it does not claim runtime performance or safety.
Improve an existing frontend
Compare workflows for visual direction, focused polish, UX critique, or design-system consistency without rebuilding a working product.
Open decision guide ↗Engineering & QADebug an existing codebase
Choose a root-cause workflow for a reproducible bug, failing test, or unexpected behavior before changing production code.
Open decision guide ↗Engineering & QARefactor or simplify working code
Compare behavior-preserving cleanup workflows by scope, safety checks, language assumptions, and willingness to change architecture.
Open decision guide ↗Engineering & QAReview a pull request
Compare review-only, checklist-driven, and feedback-handling workflows for a concrete diff or pull request.
Open decision guide ↗Engineering & QAWrite tests for an existing feature
Choose a testing workflow that fits the repository’s behavior, fixtures, framework, and non-negotiable test commands.
Open decision guide ↗Engineering & QAInspect a live website with a real browser
Compare browser workflows for observable UI behavior, reproduction, navigation, and evidence capture on a site you may access.
Open decision guide ↗Coverage frontier
The mapped jobs have published guides.
This does not turn the family into a catalogue: adjacent work may still need a separate evidence-backed guide.
MappedRequest the next task guide when a different decision remains.
Related families
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