- AI-Assisted Engineering – One Feature, Ticket to Pull Request
The whole series in one pass: pay with a saved card at checkout, from the ticket to the pull request. Every step, how long it took, where the assistant helped most, and every point where reading the diff mattered.
- AI-Assisted Engineering – Guardrails and When Not to Use It
Secrets, destructive commands, production access, confident wrong answers and invented APIs. The settings and habits that contain each risk, and the tasks where doing it yourself is still the faster, safer choice.
- AI-Assisted Engineering – Customer Support Tickets
From a customer's confused message to a reproduced bug and a reply a human would send. Triage, reproduction against the real app, what never goes into a prompt, and why the reply needs your judgement more than your typing.
- AI-Assisted Engineering – Responding to Code Review
Working through review comments with the assistant: deciding which are right, answering the ones that are not, and making each fix a small, separate change. Plus using AI as a first reviewer before a human sees the PR.
- AI-Assisted Engineering – Commits and Pull Requests
Commit messages that explain why, a PR description a reviewer can act on, and the check that matters most: does the description match the diff? Drafting with the assistant, and what to cut before it goes to a human.