Agent failures often occur across multiple steps rather than one request-response pair.
OBSERVABILITYAI SRE
Agent Reliability Signals
Agent observability captures decisions, tool calls, loops, retries, approvals and task completion.
Task latency doubles because the agent repeatedly calls the same search tool five times before answering.
Can you detect loop behavior and excessive tool use without storing sensitive reasoning content?
REMEMBERObserve actions and outcomes, not private chain-of-thought.
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