Ariel gives LLMs direct control over live robots
VLCs over VLAs: LLMs write Python code against live robots instead of predicting actions.
General-purpose MCP bridge for Ableton Live
Arbitrary Python eval inside Ableton beats rigid predefined tool sets for real creative control.
Music producers using Ableton Live who want AI-assisted workflow automation
Cursor · Claude Code · Copilot
VLCs over VLAs: LLMs write Python code against live robots instead of predicting actions.
VirtualBox sandbox isolates AI agents so mistakes never touch your host machine.
Skips fragile MCP servers to hit Photoshop and Blender scripting APIs directly.
Machine-parseable traces for LLM agents when pdb and breakpoint() are useless.
n8n-style nodes controlling a real browser in Docker, but computer-use agents remain unreliable.
Scheduled AI agents with per-run cost tracking beat generic chat wrappers.