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agentic observability
About this tag
Agentic observability refers to observability systems that not only collect metrics, logs, and traces but also autonomously form hypotheses, correlate evidence, and suggest remediation steps. On WindowsForum, discussions center on integrations with Microsoft Azure, including New Relic's MCP Server and Dynatrace's Azure SRE Agent integration, which bring agentic observability into developer and SRE workflows. Topics include reducing mean time to resolution (MTTR), enabling AI-assisted incident investigation, and ensuring governance and auditability for production deployments. The tag also covers Microsoft's Agent Factory guidance, which emphasizes agent observability as essential for safe, scalable enterprise AI, extending traditional monitoring with evaluations and policy enforcement.
groundcover this week promoted an Azure-native version of its Agent Mode observability product, positioning the feature at Microsoft Build 2026 as an AI-assisted incident investigator that runs inside a customer’s own cloud environment. The pitch is simple: logs, metrics, and traces are no...
New Relic’s latest push to wire intelligent observability directly into Microsoft Azure’s agentic surfaces promises to shorten troubleshooting loops, reduce mean time to resolution (MTTR), and bring production-grade telemetry into the IDE and control-plane experiences developers and SREs use...
New Relic’s latest push to put observability directly into the flow of cloud work—through a public-preview AI Model Context Protocol (MCP) Server and new integrations with Microsoft Azure—marks a pivotal evolution in how SREs, DevOps and developers will diagnose and act on incidents in the era...
New Relic’s latest push to embed observability directly into Azure’s agentic surfaces marks a decisive step toward making AI-driven agents practical, auditable, and — importantly — actionable inside developer and SRE workflows, promising shorter mean time to resolution (MTTR) while raising new...
Dynatrace’s preview of a purpose-built cloud operations solution for Microsoft Azure — and its direct integration with Microsoft’s new Azure SRE Agent — marks a significant shift in how observability vendors are attempting to convert insight into safe, auditable action inside a hyperscaler...
Microsoft’s Agent Factory guidance sharpens the focus on agent observability as the non-negotiable foundation for reliable, safe, and scalable agentic AI — and its recommendations are timely: as agents move from prototypes to workflows that touch business-critical data and systems, observability...
agenticobservability
ai governance
ai lifecycle
ai red teaming
ai security
auditing
azure agent factory
benchmark
ci/cd for ai
continuous evaluation
cost telemetry
enterprise ai
entra id
finops for ai
monitoring
policy enforcement
security compliance
tamper-evident logs
traces and evaluations