MCP and REST control plane for AI agents to operate creative software: shared Rust/Python runtime, multi-instance gateway, CLI, skill discovery, and studio workflow infrastructure for DCC-MCP.
Review Physical AI with original evidence: compare VLM explanations against recorded robot outcomes, replay SmolVLA failures, and inspect Newton/Genesis simulations offline.
Cloud GPU render farm for Blender, for AI agents: MCP server (remote + stdio) and CLI. Render Blender without a GPU from Claude, ChatGPT, Claude Code, Codex, Cursor. Free up to 500 JPY of GPU time per new key, then 0.1 JPY per GPU-second.