Prompt patterns for code review
Structured prompts that ask for risks, line references, missing tests, and migration fallout.
AI
AI workflows for developers, without making the brand AI-only.
A focused area for practical AI productivity content, internal tools, and experiments that help developers understand, automate, and review work.
Workflow shape
InputReviewShip
Coverage
A practical AI lane for developer productivity.
This section can start as content and later grow into actual AI-powered tools, APIs, and extensions.
AI-assisted documentation
Drafting workflows that convert code behavior into clear README, API, and release notes.
Test data and fixture generation
Generating edge cases for payloads, tokens, encodings, date formats, and parser failures.
Debugging workflows
A repeatable loop for reproductions, hypotheses, instrumentation, and final verification.
Local-first developer assistants
Patterns for useful browser-side helpers that avoid leaking sensitive developer data.
Evaluation checklists
Quality gates for judging AI output before it reaches production code or documentation.