Blog

• Teaching an AI to Parse Emails Once, Then Never Again

  July 31, 2026

  When an unknown email format shows up, call an LLM exactly once to generate a reusable extraction profile, then parse that format deterministically forever. Zero AI calls on the hot path.

• The 403 That Refused to Be a One-Line Fix

  July 30, 2026

  A failing deploy, a hand-edited Azure role shared by three services, and why the real fix was an IAM-as-code layer with a drift gate instead of a permissions patch.

• We Audited 24 READMEs by Hand. Then We Deleted the Process.

  July 29, 2026

  Twenty pull requests into a manual documentation cleanup, we abandoned the epic on purpose and replaced it with a linter and a required CI check.