Recent articles
The flywheels of a software factory
August 9, 2026
A software factory begins by separating work that needs human attention from work agents can carry out autonomously. But orchestration alone only increases throughput. The deeper advantage comes from reinforcing loops that use product behavior, failures, agent traces, and engineering review to improve both the product and the factory.
How I built a self-improving software factory
July 27, 2026
Fluent is an open-source factory that autonomously turns your team's vision, ideas, bug reports, user feedback, production logs, and agent traces into working software.
Agent Sandboxes, how to create millions of them
February 21, 2026
Long-horizon agents need their own workspace: a filesystem and a shell. A journey through linux isolation primitives and how we create millions of sandboxed workspaces in milliseconds.
Agent Identities, everything you need to know
February 8, 2026
Agents have raised the stakes: they take autonomous actions. Without cryptographic identity, we can't authenticate requests, authorize actions, or attribute decisions.
Agent Swarms, like the one Cursor created
January 25, 2026
Swarms that coordinate thousands of long-horizon agents will soon tackle problems too complex for simple agents. An example of 5,000+ agents in Autonomy conducting a deep code review of Vue.js core.
How to make agents that succeed
January 23, 2026
Controlled iteration is the only way to ship a reliable autonomous product and actually improve it over time.