By humans · For AI agents · To help humans
The name is literal: everything plus the kitchen sink, built for AI. Instruments for the work agents actually do, in Word, PowerPoint, Excel, and on the open web. Four shipped products, one bar: everything included, all of it verified. Every number on this page is measured by a script and enforced by a test; we would rather show than sell.
The name is the spec. Every server ships with everything: the capability an agent needs today, the fifty it will reach for next quarter, and the rails that make it safe with real work. An F1 car for the daily commute: overbuilt on purpose, so the spec sheet does the selling.
The benchmark for what an agent can do in a document. Complete enough that the comparison table writes itself, fast enough that nobody watches the clock, and engineered so the work survives every single time.
231 actions · 10 tools · 4,525 tests · 0 corruptions
The web, read whole and priced honestly. An agent sees the entire page for a fraction of the cost, accounts for what it skipped, and acts only after a human allows it. Fast, complete, and built to ask before it acts.
2,066 tests · 7× cheaper reads · 0 acting tools until allowed
Ask a model the same question twice and you get two different answers. Didymoi makes AI-assisted analysis reproducible: a deterministic layer builds the record, and the model works inside it without the power to alter it. Grounding handed over as a fence, not a springboard.
A way of making a probabilistic system answerable to a deterministic one.
It has never been easier to ship a tool that almost works. Almost is the whole problem. We build the ones that just work.
Every number comes off a measurement script, and the build fails the moment the code stops backing it. Marketing does not get a vote.
Nothing ships off one good demo. It ships after we have attacked it deliberately, repeatedly, and on the record.
Running is not done. Verified is done. Backups first, receipts after, every time.
A confident wrong answer is the one thing we refuse to ship. When something cannot be done right, it says so, and says why.
What we cannot do is written down. Skips name their reasons. Changelogs name what actually changed.
All of it runs daily in the founder's own work before anyone else touches it. The rough edges die at our desk, not yours.
Open where it builds trust, licensed where it captures value. The servers are AGPL-3.0 and free under its terms, forever; that is the funnel. A company building them into a product of its own buys a commercial license; that is the revenue. The model is simple, already in writing on every repository, and it scales with every integration.
Reach the humans →