Telemetry

Evidence (6)

• 8The New Stack·9/15/2026product_launch
  Microsoft's Azure SRE Agent automates incident response

  Microsoft says Azure SRE Agent can analyze telemetry, correlate recent changes, identify root causes, and prepare fixes for human approval during incidents. The company reports the agent is already used by more than 3,000 service teams and has handled over 1.8 million incidents internally, with some safe remediation workflows running autonomously.

• 3InfoQ·9/1/2026research
  Rethinking Telemetry Visualizations Beyond Line Charts

  Yao Yue argues that standard line charts are too limited for system observability and capacity planning. Based on 15 years of operating large-scale systems, she outlines how telemetry visualizations can be designed to answer latency, capacity, and fleet-sizing questions more directly.

• 6The New Stack·8/26/2026product_launch
  Bronto Says Observability Needs a New Data Layer as AI Increases Telemetry Volume

  The article argues that observability tools still struggle with the cost and complexity of storing, retaining, searching, and analyzing full-fidelity telemetry data. Bronto says AI systems will worsen the problem by generating more logs, traces, and metrics, and that vendors need to innovate at the data layer rather than relying on dashboards and incremental add-ons.

• 7The New Stack·8/25/2026research
  Telemetry costs surge as AI agents hit production

  Enterprises are seeing telemetry and observability costs rise sharply as autonomous AI agents generate far more traces, model calls, and tool interactions than conventional applications. The article says many organizations have delayed or canceled deployments because monitoring bills are becoming difficult to predict and justify, especially in high-stakes use cases like cybersecurity and fraud detection.

• 5InfoQ·7/25/2026research
  Root Cause Analysis Shifts Toward Context Engineering

  Engineers are increasingly arguing that modern LLMs can perform root cause analysis effectively when supplied with well-prepared context, moving the main challenge to telemetry correlation pipelines. A Coroot experiment across eleven models provides early evidence supporting this view.

• 5InfoQ·7/4/2026product_launch
  Cycle Adds EU Control Plane for European Customers

  Cycle has introduced a separate EU-based control plane so European customers can keep platform management data and telemetry within Europe. The move is intended to improve compliance, operational isolation, and responsiveness for organizations operating in the region.