AI for ops~6 min read
Kubernetes at the far edge: when k3s beats full clusters
Match orchestration weight to power, staff skills, and offline tolerance.
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Practical notes from AIoT field work and internal pilots.
Prefer measurable KPIs (latency, uptime, alert noise) before scaling a pattern.
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