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AIINFRA-010 ready P0 lab specialization Effort M

Select accessible simulations, commodity hardware, traces, and evidence artifacts that make the system models observable.

Depends on: AIINFRA-002

Outcome

Each core track has practical exercises that can run without privileged access to a hyperscaler lab or proprietary rack.

Deliverables

  • Inventory useful virtual platforms, emulators, open firmware, Linux observability tools, and low-cost hardware.
  • Define a common evidence bundle: logs, inventory, bus/protocol traces, measurements, state snapshots, and root-cause reports.
  • Separate quick browser/desktop exercises from long builds and hardware-dependent labs.
  • Establish reproducibility, cleanup, and expected-output conventions.

Acceptance criteria

  • Every P0 track has at least one accessible lab path.
  • Labs teach how evidence supports a conclusion, not merely which commands to type.
  • Long build or hardware requirements are disclosed before the exercise.
  • Artifacts can be reviewed independently of the learner’s machine.