3 articles on code review.

Impact analysis fails because reference lists answer at the wrong altitude. What a useful answer contains, why it must run in both directions, and how to improve this without new tooling.

The dangerous AI answer is fluent, specific, plausible and wrong in a way you will not discover for three weeks. Detecting those is mostly mechanical. Here is the mechanism.

96% of developers do not fully trust AI-generated code to be functionally correct. Somebody has to check, that checking is work, and it appears on no invoice.