Zonal vs. centralized compute: picking your battles
Three decision lenses I use: determinism for safety, updateability for velocity, and observability for operational resilience.
Latency budgets
Service boundaries
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Mapping ISO/SAE 21434 into your sprint cadence
How to translate TARA outcomes into backlog items, align with definition of done, and keep evidence lean for audits.
TARA
DevSecOps
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Designing OTA rollbacks without stalling releases
Build rollback levers into your campaign design, monitor key signals, and keep your release trains moving.
Canary
Rollbacks
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