What has been built

Three and a half years of building AI optimized for alignment with human intent

We’ve been optimizing for AI that acts on what a person actually means while shipping to production, and using that same work to ship more effectively: often 5 to 10 times the efficiency, from the absence of the losses that hallucination, miscalibration and compounding misalignment create.

This is a map of what exists. Each section says what a part is, what it would give you, what makes this version more than a quick build, and the evidence behind it. Go straight to whatever matters to you.

24,060
commits since January 2023: ~1.27M
lines of application code: ~243k
lines of tests: 14,104
real coaching conversations: 5,402
registered accounts since May 2023: 457
written operating procedures for AI agents

All figures measured 26 September 2026. How each was measured is shown where it appears.

An expression of that intent

Open Coaching Knowledge

We took the knowledge IX Coach uses for coaching and made it free for anyone to read — the research that proves what works, mapped to the principles, and the principles to the modalities, across life coaching, the actualization of latent potential, therapy and spiritual inquiry. In under one second you get a ranked list of what is most relevant to whatever you are struggling with, or long to have more of.

It proves we can take a very nuanced, systems-theory range of perspectives and identify the critical vantage points which will work in concert to deliver real results.

Try it in one second →Read the whole story →

Read it in order →or go straight to whatever you want to know below.