Observability Subsystem

Observation Layers

• Node: CPU/GPU/memory/network
• Job: step-time, throughput, failure causes
• Platform: utilization, SLA, and cost trends

Implementation Advice

• Unify log and metric naming conventions
• Set SLOs and alerts for critical pipelines
• Maintain incident postmortems and knowledge feedback loops