Founding tester · application

Be one of the first.

I’m putting an always-on tool that learns from your app’s own data to improve it — whatever you’re building — into a few hands. Here’s the deal, and the honest fine print. About three minutes.

  • 01Free software — always. You only ever pay to run the AI behind it, at a fraction of today's cost.
  • 02On the record as a founding tester. Permanent, provable, first in line.
  • 03A direct line to me. Your feedback shapes what this becomes.
  • 04You're helping build something meant to be fully private. It isn't yet — I'll be straight about that below.
Your project

A sentence or two. SaaS, an internal tool, whatever it is.

Is it live? *
You
Which AI coding tools do you use?
How do you feel about your code or data leaving your own machines? *
Why you

The part I actually read closely.

How you'll run it
Pick one *

Either way, I collect scrubbed traces of what the tool does on your project (see below). This only changes where your AI itself runs.

The honest part

What I can see while you test

The Steward’s trace-processing is meant to run sealed — where even I can’t see what’s inside. During testing I deliberately leave it open, so I can watch how the autonomous improver behaves on real projects and tune it. Open means I can see your traces — including fragments of the code and logs the agent reads. Not your whole repo; only what it touches. Secrets are pattern-filtered before anything leaves (best-effort, not a guarantee — don’t point it at secrets you can’t rotate). Traces are kept up to 90 days, and deleted on request. Sealing this is the whole point of the product — you’re helping get there.

Reaching you

Email or a handle you check.

I read every application myself. If you’re a fit, I’ll reach out — I’m only taking a handful.

This is an early testing program — not an offer of securities, investment, or financial return.