Workflow guides
AI workflow guides for eng teams
Specific to one workflow at a time, not general capability tours. Each guide covers what good looks like, what breaks, and how to roll it out to the whole team.
Code review
AI for Code Review: A Whole-Team Workflow, Not a Faster Individual Habit
How to use AI in code review so the whole team benefits, not just the engineers who already write good review comments. Includes what good AI-assisted review looks like and where it breaks down.
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AI for Pull Requests: Drafting, Descriptions, and What Still Needs a Human
A practical breakdown of where AI actually helps in the pull request lifecycle, from first-draft code to descriptions and follow-up, and where human judgment still has to lead.
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