Things I ship, and the toolchain that ships them.

Why use itTwo gates bound every run. It will not start without a resolving target and a query to measure against, and it will not end without writing the findings to a file first — audit runs have a habit of dissolving into a closed session with nothing saved.

Why use itYour co-founders can see what shipped without you writing the update by hand.

Why use itIt answers the two questions you keep asking mid-session: how full is the context window, and how close am I to the limit.

Why use itA superpower for enhancing your writing capabilities with your own tone, voice, and soul.

Why use itThe heavy runs start on a full quota instead of dying at 80% through.

Why use itFeedback arrives anchored to the element it was left on, so nobody has to translate "third paragraph, second box" into an edit.

Why use itPoint audit tooling at an empty directory and it will hand you a confident report about nothing. This one stops instead, and ships a table of the excuses an agent uses to talk itself past the gate.

Why use itIt finds the gaps in a plan while they are still cheap to fix, before anyone writes the code.

Why use itYou get three sets of objections before a real reader finds them, ranked so you know which ones to fix.