Align GPU compute across surfaces: shared flavor+cost catalog + OS-search route

Phase 1 + Phase 0: GPU flavor-picker + farm prune/GC (consistent key_farm)

Guard MeshScale mutating endpoints

Use Jobs count for MeshScale burn

Update MeshScale controller bundle

MeshScale jobs dashboard/backlog scaling and compact farm receipts

Switch MeshScale worker scaling to HF Jobs

Add replica access preflight

Keep MeshScale replica scaling replica-only

Add direct replica input control

Make manual scale zero default and ramp autoscale faster

Remove old MeshScale worker duplicate from defaults

Add replica fallback to existing worker pool

Use Space replicas for MeshScale scaling

Keep MeshScale diagnostics responsive on large shards

Add elastic autoscaler loop

Add MeshScale cost equilibrium dashboard

Build MeshScale bare metal controller