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Observability for non-deterministic systems — Clarity Today

Topic

Observability for non-deterministic systems

Why latency, traffic, errors and saturation assume repeatable behaviour that RAG pipelines and agentic workflows do not provide.

Current clusters

product1 distinct publisher

Alert correlation is not diagnosis, and your postmortems are the ceiling on the difference

A devops.com piece sets three tests for AI incident tools: causal reasoning, current dependency data, and a willingness to say it is not sure. The training corpus is your own postmortems.

Publishers:devops.com

Reality

Evidence26
Adoption: Insufficient
Hype gap+12
Incentives32

Confidence38