About
Software companies don't lose code. They lose the understanding.
ELDRION is building the organizational digital twin — a compiled, cited model of how an engineering organization decides, remembers, and executes. Praxis, the compiler behind it, is in private beta with design partners.
Why are we building this?
Every repository already contains years of architecture, decisions, failures, ownership, and tribal knowledge. Almost none of it is written down in a form anything can query. It lives in the heads of the people who were there, and it leaves when they do.
That was survivable while the people writing the code were the same people carrying the context. It stops being survivable once AI agents write a meaningful share of the code. An agent is competent at producing code and structurally blind to why the system is shaped the way it is — which decisions are load-bearing, which failures are already paid for, which constraints exist for reasons nobody recorded.
Our bet is that this knowledge does not have to be written down to be recovered. It can be compiled — reconstructed from the artifacts a team already produces as a byproduct of working, and served to humans and agents as evidence rather than prose.
What we're committed to
- Compiled, not generated. The build is deterministic and uses no LLM, so the same repository state always produces the same result and every claim traces to the artifact it came from.
- Local by default. Compilation runs on your machine. Your source code never leaves it. See the privacy and security boundary for exactly what does and doesn't cross.
- Cited, or it doesn't ship. Every claim resolves to a permalinked excerpt of your own source. Nothing in the model asks to be taken on trust.
- Humans certify. No skill becomes servable to an agent until a named person on the team has approved it.
- No claims we can't back. We describe current engineering behavior, not aspirations, and we don't claim certifications we don't hold.
What stage is Praxis at?
Praxis is in private beta, working with a small number of design partners on their own repositories. That's deliberate: the useful feedback at this stage comes from real codebases with real history, not from demos.
If you're interested in a pilot, or you just want to argue with the thesis, write to contact@eldrion.in.