The updated Linux image preserves a shared baseline but breaks the Cabin Intelligence event path.
The SDK correction protects the new image path, while rollback protects the customer’s immediate test schedule.
Who you’d be doing this for
“I’ve got the service green, but the cluster never sees an occupant update after boot.”
Maria Popescu · Vehicle Software Engineer
Integrates Cabin Intelligence services into the OEM’s virtual ECU environment.
What is at stake
Occupant-state events are missing in 18 consecutive virtual ECU starts after a Linux image update. You must weigh a durable SDK correction against a rollback that protects this week’s test slot.
Why it isn’t already fixed
Every obvious fix costs something else. That’s the part you’d have to decide.
- shared image stability vs immediate event delivery
- durable SDK configuration vs fast rollback
- customer test slot vs adjacent service retesting
Why Applied Intuition
Vehicle OS SDK integration determines whether Cabin Intelligence services operate on the customer’s centralized compute environment.
Written with these in mind
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This is the setup. The work is inside.
Running it puts you in the room: the full situation and its constraints, stakeholders who push back in their own words, and the decisions that are yours to make. What you produce becomes a Day One Plan — work you can show someone instead of describing.