The Case for Outside-the-Sandbox Execution

The makers of AI agent harnesses, such as OmoiOS and Broccoli, are pushing for execution outside the sandbox. This approach promises improved performance and reliability. OmoiOS, an open-source orchestration runtime, …

The OmoiOS system includes a supervisor agent that handles merges and keeps everything on track. It generates specs grounded in the existing codebase, building a task DAG with real dependencies. The system runs agent …

Broccoli, another AI agent harness, turns Linear tickets into shipped PRs powered by Claude and Codex, running on Google Cloud. The system runs as two Cloud Run workloads over a shared Postgres.