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The conductor platform of the Choiro ecosystem

Coordination for your machines.

Choiro auditions your hardware with real workload probes, assigns model shards — Parts — by measured capability, mirrors every shard in the Library so nothing goes dark, and admits listeners in capacity-sized Sections with honest waitlists.

The Conductor

Measured, not promised.

The Conductor coordinates your machines the way a conductor keeps a choir in tune — by listening to what each voice can actually do, then giving it the work that fits.

Auditions with real workload probes

Every board runs a standard set of workload probes before it is trusted with work. What a machine can do is measured on your hardware, in the open.

Parts by measured capability

The Conductor assigns model shards — Parts — to the machines whose measured capability fits them. Assignment follows the audition, never a claim.

The Library mirrors every shard

Every Part is mirrored in the Library, so nothing goes dark when a machine steps away. The mirror, not the machine, is the source of continuity.

For listeners

Capacity-sized Sections, honest waitlists.

Listeners are admitted the way seats are: a Section holds what it holds, and the waitlist tells the truth about the rest.

Sections sized to capacity

Listeners are admitted in capacity-sized Sections. The room never holds more than it can hold, and no one is quietly crowded in.

Honest waitlists

When a Section is full, the waitlist says so. No overselling, no silent queues — your place is what the record says it is.

Subscription

Plans tied to measured capability.

The subscription model follows the same law as everything else on the Conductor: a plan is structured around what your account holds and does — the Parts your machines carry, the Sections that admit you, the Library that mirrors them.