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.
Read article →Blog & insights
Field notes on agent operations
Clear writing on behaviour signals, governance, Pricing, and production discipline — each article opens a free PUVINoise™ evaluation path.
Overview
This surface publishes operational insights drawn from how PUVINoise is built and operated. Every article and report is a full page with a direct path to start a free evaluation on app.puvilabs.com — so interest converts into hands-on proof.
Blog
Topics we cover
Six field blogs across behaviour, governance, commercial clarity, and production operations.
Decision telemetry that operators trust
Intent classification, tool candidates, reasoning checkpoints, and decision confidence as span attributes — not guessed from stderr.
Read article →Multi-tenant isolation by design
Tenant boundaries on every resource so blast radius stays scoped when fleets share a control plane.
Read article →Pricing & AI credits, explained
How PUVINoise commercial plans and AI credits map to runtime intelligence — citeable answers for buyers and assistants.
Read article →Runtime Cases and recovery discipline
MTTR-minded workflows from detection through post-case learning — recovery intelligence leadership can track.
Read article →Governed autonomy, not blind automation
Policy, audit trails, and human override so automatic remediation stays trustworthy at fleet scale.
Read article →Insight reports
Operational insight reports
Six reports spanning Behaviour Runtime Intelligence — from observability to continuous improvement.
End-to-end observability
Instrument once, observe the full path from SDK emit through ingest to Command Centre situation views.
Read report →Behaviour Intelligence
Detect drift, anomalies, and policy gaps on governed behaviour surfaces shared by security and agent ops.
Read report →Session replay & time travel
Reconstruct decision graphs and tool sequences so operators can debug intent, not only stack traces.
Read report →Reliability scoring & anomalies
Score fleet reliability from behaviour signals and surface anomalies before they become customer impact.
Read report →Alerting & Runtime Case management
Connect alerts to Runtime Case lifecycle — triage, mitigation, and learning with full audit context.
Read report →Insights & continuous improvement
Close the loop from production behaviour back into model, prompt, and policy improvements.
Read report →Related resources
Keep reading
Case studies
Reference scenarios for Command Centre, Runtime Case recovery, and instrumentation.
View case studies →Guides
Instrument, verify, and migrate with concrete steps.
Read guides →Pricing
Plans, AI credits, and commercial paths for Behaviour Runtime Intelligence.
View Pricing →Ready to try PUVINoise on your agents?
Start a free evaluation on the product app — or tell us what you operate and we will guide the walkthrough.