Six questions · two minutes

Find the earliest useful gap.

This is placement guidance, not a gate. Your answers stay in IndexedDB on this device.

01Can you write tested Python modules and reason about time/space complexity?

02Can you choose a validation split that matches a production decision?

03Can you explain why a feature can be available now but invalid historically?

04Can you derive a gradient through a two-layer computation graph?

05Can you estimate GPU memory and diagnose a stalled input pipeline?

06Can you trace a model request through features, serving, telemetry, and rollback?