The folks over at Warp have been busy building out their Oz platform since we covered the initial launch back in February. The service takes care of the infrastructure side of running coding agents at scale, covering sandboxing, scheduling, monitoring, and team governance.
This week, the developers pushed a notable update. Oz can now serve as a unified control plane for Claude Code, Codex, and the native Warp Agent, all manageable from a single dashboard.
This allows teams to compare how each harness performs, assign the right one according to the task, and maintain consistent access controls and audit logs across all three.
What's new in Oz?
For complex, long-running tasks, Oz can now spin up and coordinate multiple subagents in parallel without you having to configure that manually. Think codebase-wide migrations or multi-repo feature work, anything that benefits from several agents tackling different parts at the same time.
You get real-time tracking and steering across all of them, and it works across all three supported harnesses (mentioned above).
Warp is also introducing Agent Memory, a cross-harness memory system that lets agents carry context forward across sessions, repos, and projects.
How this works is that agents build up working knowledge about how your team operates over time, and that context carries forward regardless of which harness triggered the next run.
The memory store is owned by the organization deploying it, and Warp can either host it for you or you can build and maintain your own. This particular feature is in research preview for now.
Per-team billing and individual credit caps are part of this release too, along with more granular permissions per agent. Each agent gets scoped access based on what its task actually requires, rather than receiving blanket permissions across your infrastructure.
Self-hosting is more flexible now too. Oz works in Kubernetes pods, with or without Docker, and fits into existing remote dev environments without requiring any changes to your configuration.
Get Warp
Warp (partner link) runs on Linux, Windows, and macOS. Linux packages are available as .deb, .rpm, .tar.zst, and AppImage for both x64 and ARM64.
You can get started with Oz on the official portal with any Warp account, free or paid.
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Sourav Rudra
