Reading at the edge, tested in production.
I read what is changing in technology, try it on a real company, and write down what held up.
- An update from Amazon engineering leadership on the role of the developer in the age of AI
Amazon rewrote its SDE role guideline around what AI will not change, and admits its AI adoption metrics are flawed but still worth watching.
- How the Claude Code team does code review
When change volume outgrew human review, the Claude Code team moved to layered machine review with risk-based human approval, and reverts fell while output doubled.