Diagnostics and OTA

Diagnostics and OTA illustrate how development, operations, update capability and governance are connected.

Even though diagnostics and OTA come from the vehicle context, the underlying pattern is broader: systems must be observable, maintainable and safely changeable in the field.

I view updates as an interplay of technology, risk, release decisions, rollback strategy and organizational responsibility.

Update capability therefore becomes a governance topic, not just a technical feature.

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