Research
What we work on.
Alysis is a small lab, so we work on a narrow set of problems — the ones standing between an agent and work someone would actually accept. We do this applied rather than in the abstract: everything here is tested by shipping it inside a product people use.
Areas.
These change slowly. What comes out of them — products, releases, write-ups — changes often.
Multi-step work that holds
Agents fail at the seams — long tasks, work running in parallel, results that have to come back together. We work on plans that survive contact with a real codebase, on running each piece in isolation, and on a gate that checks the combined result before anything lands.
Shipped as Forge Mode in Alysis Code.
Verification
An agent is only useful if you can check its work without redoing it. We study how an agent can produce its own evidence — acceptance criteria set before it starts, tests, a readable diff — so review is a decision rather than an investigation.
Provider independence
Most agents are tuned for the model of the company that built them, and quietly degrade on anything else. We work on agents that keep their behaviour across frontier, open-weight and self-hosted models, so the choice of model stays with the person running it.
Cost and efficiency
Agents spend tokens and wall-clock time, and most of both goes to work nobody asked for. We look at planning, caching and parallelism that bring a task down to what it should cost — and keep the same agent usable on modest hardware.
Where the work lands.
Everything above is judged by whether it survives real use. Today that means Alysis Code, which is Apache-2.0 — so you can read what we actually settled on, rather than what we say here.
Working on the same problems? We are a small team in Athens and we hire from this list — open roles or write to info@alysisai.com.