Topic
Reviewing AI code
The AI writes code fast; reading it is the job that is left. These pieces are the review habits worth having when a tool generates most of what you ship: what to read first, the mistakes that show up most often, and how to make the tool defend its own work before it becomes yours.
-
Sep 11, 2026 Note For companies
AI writes instant legacy code
Code written with AI is being thrown away or rewritten within weeks at twice the old rate, and the share of code being refactored is falling. The draft is faster. Owning it is not.
-
Sep 5, 2026 Start here For AI-coders
The informed way to code with AI inside a company
You may have been at this for a week or a year. Either way, code you ship with AI inside a company is judged on five things, and none of them is speed. Here is how to answer all five.
-
Sep 5, 2026 Note For AI-coders
Make the tool interview you before it builds anything
The cheapest review happens before the code exists. Three sentences that turn an AI coding tool from an eager builder into a careful interviewer, and when to use them.
-
Sep 5, 2026 Note For AI-coders
The AI writes the code fast. Reading it is the job.
What changed in my day when the typing stopped being the bottleneck, and the three places the time went instead.
-
Sep 5, 2026 Playbook For AI-coders
Reviewing code you did not write
The review pass I run on everything an AI coding tool produces: what to read first, the mistakes that show up most, tests as the contract, and how to keep context so the next session does not repeat the last.