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Behaviour is the operational signal
Why uptime and raw logs are not enough for agent fleets — sessions, decisions, and state transitions as first-class signals.
Why this matters
Agent fleets fail differently than services. Learn why behaviour signals — sessions, decisions, tool calls — beat uptime metrics, and how to start a PUVINoise evaluation.
Uptime is necessary — and insufficient
Blog
Traditional observability answers whether a process is up and what it logged. Agent fleets fail differently: wrong tool selection, drifting intent, silent policy gaps, and recovery actions without audit. When the process is green but the agent chooses the wrong tool, customers still feel the failure.
What counts as a behaviour signal
Blog
PUVINoise treats sessions, decisions, tool calls, and state transitions as first-class behaviour signals. That means operators reason about intent and outcomes — not only stderr and HTTP status. Correlating those signals across tenants with tenant.id on every resource keeps blast radius scoped.
From signal to Command Centre
Blog
Trusted signals feed Command Centre situation views and Runtime Case workflows. Governance and human override stay in the recovery path, so autonomy remains reviewable. Start a free evaluation on app.puvilabs.com to see behaviour signals on your own fleet topology.
Takeaways
Use these as a checklist when you open your PUVINoise evaluation.
Instrument intent and tool selection, not only spans
Correlate behaviour across tenants with tenant-scoped resources
Hand trusted signals to operators in Command Centre and Runtime Cases
Keep governance and human override in the recovery path
Next steps
Go deeper
Behaviour Intelligence on the platform
Continue on the related product, docs, or commercial surface.
Behaviour Intelligence on the platform →All blogs & reports
Browse the full set of field notes and insight reports.
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