These aren't three products — they're three windows onto one loop and one TODO.md. Use the extension while you're coding, the CLI when you want it running headless overnight, the dashboard when several repos are going at once. Switch mid-backlog; the repo won't notice.
The best tool is the one you forget you installed. A panel drives the loop against the workspace already open in front of you; tasks move from [ ] to [~] to [x] in the file itself, and every change arrives in the diff view you already trust. Nothing new to learn, nothing new to watch.
The engine itself, headless — no window, no attention required. Live over SSH, inside tmux, or on a spare box that keeps working while you sleep. Resume, hard timeouts and rate-limit backoff are not add-ons here; they are the reason walking away is safe.
autodev start . — drain the TODO in this repo--provider grok|copilot|opencode--timeout 30m, --no-resumeWhen the loop is solved, the interesting question stops being is it done? and becomes what else could be running? The dashboard answers it: every repo in a row, live status, queue depth, log tail. No terminal required.
Three things most AI-agent tools can't do — connect in one step, agents that actually remember, and identity that survives a model switch.
Connect and go — no config marathon.
Spin up an office and put agents to work with a single command or connect flow. No lengthy setup or wiring before you see value.
Others make you configure before you can start. We let you start, then configure.
Your agents remember.
A persistent knowledge-graph memory plus a durable, cross-session, cross-agent project graph mean an agent carries what it learned into every future session and task. Nothing has to be re-explained.
Others reset to zero every session. Ours pick up where they left off.
Switch the model, keep the agent.
Move an agent between Claude, grok, opencode, or Copilot at any time and its name, memory, history, and tasks all stay intact. The provider is a setting, not a cage.
Others lock you to one model — or lose the agent when you switch. We keep the agent; you swap the engine.