Teams upload robot data, fine-tune a pi model on hosted compute and run it through a hosted gateway. Early partners include an autonomous wheel loader loading a dump truck in Utah. Access is by waitlist.
Cleanview's count puts behind-the-meter generation at more than a quarter of planned data center capacity, with only about 2 GW running today and Texas leading the queue.
The Claude Code plugin analyzes a legacy codebase, writes a plan you approve, rebuilds or upgrades the code, then runs old and new on the same inputs and reports PROVEN, PARTLY PROVEN or NOT PROVEN. The legacy source is left untouched and a person signs off at set points. The README says to start with one module as a pilot.
For controls and plant IT teams: this targets software codebases (the post and README name no industrial languages), so it fits old in-house tools such as reporting or data-handling code, not PLC logic. Pilot on one small module.
One suite covers Modbus, OPC UA, PROFINET, EtherNet/IP, EtherCAT, PROFIBUS, S7, BACnet, DNP3 and MQTT/Sparkplug, each with a mock device so you can test agent flows before touching a real PLC.
For controls: point an MCP client at the protocol you already run in the field, start with the mock, then flip to the live host when the prompts are safe.