Dmytro Shevchenko

September 2026

1. Answered What is a sane way to version prompts alongside application code?

   Sep 21, 2026

   Ask for the edge cases first, in a separate call, and *then* give that list back as a constraint on the implementation. Asking for both in one response gets you a list that the code below it does not honour, which is worse than not asking because it looks handled. The reliable version is still tests first. Have it generate the test cases, read them, add the two it missed, then ask for an implementation that passes them.

2. Shared a bide Code review with a blocker/major/minor severity rubric

   Sep 13, 2026

   Get an AI code review that sorts every finding into blocker, major, minor or nit, gives a triggering input for each and ends with a merge verdict.