Descriptions:
Lou Bichard, Field CTO at Owner—a development environment infrastructure platform with six years of history—presents at AI Engineer on the orchestration primitives and UX gaps that emerge when scaling coding agents from single-task execution toward full software factories. His definition of a software factory is precise: a system that incrementally removes human proactive interaction from the software development lifecycle, with work flowing from development to production in an automated fashion without a human at the keyboard.
Bichard outlines three distinct agent deployment patterns he has observed in production: swarms (parallel sub-agents fan out from a single intent and funnel results back into one PR or output), fleets (agents deployed simultaneously across many repositories for tasks like CVE remediation or test coverage enforcement), and event-driven triggers (webhook-based activation on PR creation, Linear ticket updates, or scheduled jobs). He references real implementations at Stripe, whose internal ‘minions’ system drives thousands of automated pull requests, and at Ramp, whose internal ‘inspect’ platform has received significant attention in recent weeks.
The live demo shows Owner’s own VM-level agent swarm: a parent agent that spins up isolated virtual machines as sub-agents, coordinates work through message passing, and terminates environments on task completion. Bichard identifies the key missing primitive as robust hierarchical UX—tooling that lets engineers monitor, inspect, and intervene in complex sub-agent trees without losing context—arguing that orchestration infrastructure and interface design now matter as much as model capability as agent task complexity grows.
📺 Source: AI Engineer · Published May 23, 2026
🏷️ Format: Deep Dive
