Beyond theoretical concepts. A fully autonomous, 100-developer scale software factory, running physically right now on interconnected Apple Silicon via Thunderbolt IP.
cAgent (openclaw-agentkit-bridge) is not just a GitHub repository. It is the exported control bus of a massive, physically operating AI factory located in a local home lab.
While the world theorizes about AI assisting humans, this factory destroys the "approval loop". Humans no longer wait for code to compile. Through AgentKit 2.0 JSON-RPC pipelines, the AI background daemon continuously runs the debug loop autonomously.
| Phase | Traditional Dev | Local Agent Factory |
|---|---|---|
| Architecture | Ideas & Hobby Configs | Proven Distributed Production Base |
| Debug Loop | Human reads errors, manual approval | Jules asynchronous compile & self-correction |
| Human Role | Programmer | QA Director / Injector |
Three independent Apple Silicon Macs, directly connected via Thunderbolt IP without relying on the cloud.
The End of CLI Parse Errors
Sending commands to Jules or OpenClaw via standard terminal input results in fatal 400 INVALID_ARGUMENT errors due to string escaping constraints. cAgent bridges this gap by converting instructions into a strict JSON payload, injecting it directly into a local port (ws://127.0.0.1:18789).
This allows massive, multi-line architectural blueprints to reach the factory's core engine without a single dropped character. This is the key to true autonomy without manual approval loops.
This factory is not theoretical. The logs below are real-time records of the NRT node successfully infiltrating the OKO node via Thunderbolt IP, injecting a structured autonomous session payload.
The control module extracted from this system (cAgent) is open-sourced on GitHub.
View cAgent on GitHub