Mrinal Wadhwa is founder and CTO of Autonomy, a platform that gives you the ability to create AI products that can autonomously perform long and complex tasks.
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.
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.
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.
Agents have raised the stakes: they take autonomous actions. Without cryptographic identity, we can't authenticate requests, authorize actions, or attribute decisions.
Deep autonomous work requires infrastructure, not just frameworks or harnesses. A demo of distributed AI agents reviewing Vue.js core.
Controlled iteration is the only way to ship a reliable autonomous product and actually improve it over time.