About · The studio

We're a small lab running real production AI and writing down what we find.

VSITS is one careful editor and Opus running at scale on Max plans. We build the infrastructure that makes intelligent work possible — interceptors, audits, instrumentation — and we publish what we learn from running it ourselves.

The thesis
§ first principle
“There’s a difference between AI helping you build the thing that expresses your judgment, and AI replacing the judgment itself.”
The receipts · trailing 12 months
8.4M
Tool calls audited
412M
Tokens reclaimed
11
Bugs filed upstream
3
Confirmed by post-mortem
The lab

One human editor. Opus. Long memory.

Chris Nighswonger
Editor · founder

Writes the questions, vets the answers, files the bugs. 20+ years of infrastructure work; the human keel of the studio.

Opus 4.x
Engineering & writing agent

Does the heavy lifting — interceptor patches, theme builds, audit instrumentation, first drafts. The primary agent. Nearly all production work runs here.

Sonnet handles occasional design review and layout reasoning. The Dispatch and every public investigation is edited by Chris before it ships.