01
Agent harnesses
Domain-agnostic agent runtimes with tool catalogs, prompts, transcripts, and path graphs — built to run open models locally or on your infra.
// THE FACTORY
Infrastructure that builds labs for your challenge.
The product is the lab. The factory is how we make it — harnesses, tooling, isolated environments, and open-model training, composed into something that fits your problem and how you want to receive it.
// THE LOOP
From challenge to deliverable lab.
A repeatable production line for agentic labs — never a one-size platform.
01
Describe the challenge
Tell us the problem, constraints, and what “done” looks like — a research question, an assessment, a model need, or an environment your agents must operate in.
02
We build the lab
The factory designs and stands up a purpose-built lab: isolated infrastructure, harnesses, tooling, and open models trained or configured for your need.
03
You choose delivery
Take the research outcomes, take ownership of the lab itself, or have us stand it up on-prem — same factory, three ways to receive the work.
// PRIMITIVES
What the factory produces from.
Building blocks we assemble into every bespoke lab.
02
Tooling & target ranges
Purpose-built environments and tools for the challenge: isolated cyber ranges, assessment surfaces, or custom integrations your agents need.
03
Open model training
Infrastructure to fine-tune, evaluate, and serve open models for your domain — so the lab is not locked to a black-box API.
04
Evidence & artifacts
Research reports, run timelines, graphs, and debrief packages — so every lab leaves a clear record of what happened and why.
05
Isolation as a default
Guardrails, boundaries, and teardown baked into the lab design — authorized use, controlled blast radius, reproducible runs.
// LINE
Challenge → Factory → Lab.
Your problem enters the factory. A purpose-built lab comes out — as outcomes, as the lab, or on-prem.
Ready to commission a lab?
Describe the challenge. We will design the lab and how you receive it.