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Open a project and the agent reads it, finds your boards and toolchain, and ranks the runs worth starting, each saying why. Typing in the box starts a new one. These are the jobs it runs most.
Adsum IoT Coder home with nRF and ESP boards detected and ranked workflow cards, including CRA SBOM & Fix

The home reads your desk: boards detected, runs ranked, each saying why.

You can keep talking to a run while it works. A message is queued and delivered at the agent’s next step, so you steer without cancelling. When a task finishes, the agent suggests where to go next. Why the loop closes faster than a general agent’s: how it works and the benchmark.