We build agents that run unattended on your own infrastructure: they keep their own state, act on plain instructions, and leave a record of every step for anyone who asks.
The figure is the pentagram of Venus. Over eight Earth years the planet traces five petals against our sky, and returns almost exactly to where it began. Drawn here from the two orbital periods, not from an image.
A message arrives. The agent reads the project's own files to recall where things stood, does the work, writes back what changed, and replies. Nothing is held in a session that can be lost: the files are the memory, so the next run starts cold and still knows everything.
Code handles mail, files and safety. Every judgement belongs to the model. We write neither the thinking nor ask the model to be the plumbing.
Continuity comes from documents on disk. That makes an agent restartable, portable and cheap to back up. You can read its memory in a text editor.
Who may talk to it, who it may write to, what it may touch: checks in the program. An instruction can be talked around. A check cannot.
Builds the systems. Works on code generation, large language models and enterprise architecture.
Economics of technology: what a system costs, what it returns, and how to tell before the money is spent.
Research direction and scientific standards, and the bridge to the questions worth publishing.