Most AI workflow tools are static: you write a playbook, the agent follows it once, the result is lost. ConductLoop is a closed loop. The agent executes, returns artifacts to your knowledge base, and the next agent starts with the full context of what the last one did. Memory compounds. The team gets smarter with every task. Nothing is throwaway work.

No. ConductLoop runs locally-first and is provider-agnostic. You can use Claude, GPT, Gemini, local Ollama models, or any combination. Your knowledge base, your tasks, your data — all on your machine by default. The agents are replaceable; the memory is the asset.

Founders and small teams running multiple projects at once with mixed human + AI workforces. Dev shops juggling 5+ clients. Solo operators scaling themselves with agents. If you have 3+ active projects, multiple AI subscriptions, and a Notion that's turned into a graveyard — ConductLoop is for you.

It's out. ConductLoop for macOS is on v1.2.0 and it's free — no trial, no subscription, no payment. Download it and use it forever. Requires macOS 13+ on Apple Silicon. Optional paid cloud features (cross-device sync, AI hosting, team workspaces) will ship later as standalone upgrades; the desktop app stays free.

No. Notion is a document editor. ConductLoop is an operating system. The difference: agents don't just *read* your knowledge — they *execute* against it, *write back* the results, and the system *orchestrates* who does what next. It's the difference between a notebook and a teammate.

Yes. ConductLoop is built around the principle that your AI stack is yours. Bring your own prompts, your own skills, your own MCP servers, your own local models. The loop orchestrates around them — it doesn't replace them.