Engineering notes, published daily.https://mohitrawat.net/https://mohitrawat.net/writing/2026-07-12-reviewing-from-outside-the-code/https://mohitrawat.net/writing/2026-07-12-reviewing-from-outside-the-code/When an agent writes the code, review from outside the black box by asking what, why, and howSun, 12 Jul 2026 00:00:00 GMThttps://mohitrawat.net/writing/2026-07-11-the-cli-job-contract/https://mohitrawat.net/writing/2026-07-11-the-cli-job-contract/Every batch job that writes ships with five things from the first version: a dry run, progress logs, idempotent re-runs, a cost preview, and a record of the model used.Sat, 11 Jul 2026 00:00:00 GMThttps://mohitrawat.net/writing/2026-07-10-the-gold-loop/https://mohitrawat.net/writing/2026-07-10-the-gold-loop/AI judgements look right on spot checks and go wrong at scale. My current loop is to write the definition myself, build a blind answer key, and test on 30 examples before running AI on the full dataset.Fri, 10 Jul 2026 00:00:00 GMThttps://mohitrawat.net/writing/2026-07-09-code-is-entropy/https://mohitrawat.net/writing/2026-07-09-code-is-entropy/Every line is a liability. The goal is good code and less code.Thu, 09 Jul 2026 00:00:00 GMThttps://mohitrawat.net/writing/2026-07-09-a-working-log/https://mohitrawat.net/writing/2026-07-09-a-working-log/What this site is and why it exists.Thu, 09 Jul 2026 00:00:00 GMT