Microsoft Azure SRE Incident Investigation
Suggested workflow: An SRE agent uses tools to investigate service incidents and assist in mitigation. Task: Microsoft's Azure SRE Agent investigates service incidents by analyzing logs and topology data. The workflow involves triggering on alerts, gathering context via deterministic checks, and generating root cause hypotheses using a few generalist agents with wide CLI access. Human engineers review the proposed mitigation steps and approve any actions that change the system state, as the agent operates read-only by default.; tools: Tool described in the source. Human role: Source evidence unavailable; specific human review roles and operational boundaries are not defined in the input.; limitations: Initial versions with 100+ narrow tools and 50+ subagents failed due to data transfer chains exceeding four steps. The current architecture relies on a simplified set of universal agents and five core tools. Source information is secondary and may reflect vendor marketing; actual deployment requires strict guardrails, read-only permissions, and human approval for all destructive actions..
Tools
Tool described in the source
Published on Agent Work Atlas:
Overview
Suggested workflow: An SRE agent uses tools to investigate service incidents and assist in mitigation.
Workflow
Microsoft's Azure SRE Agent investigates service incidents by analyzing logs and topology data. The workflow involves triggering on alerts, gathering context via deterministic checks, and generating root cause hypotheses using a few generalist agents with wide CLI access. Human engineers review the proposed mitigation steps and approve any actions that change the system state, as the agent operates read-only by default.
Reported result
The agent handled over 35,000 incidents independently over nine months. For one specific service, the time to mitigation dropped from a 40.5-hour human average to 3 minutes. These metrics are reported by Microsoft but require verification against original engineering blogs for independent confirmation of reproducibility and scope.
Human role
Source evidence unavailable; specific human review roles and operational boundaries are not defined in the input.
Limitations
Initial versions with 100+ narrow tools and 50+ subagents failed due to data transfer chains exceeding four steps. The current architecture relies on a simplified set of universal agents and five core tools. Source information is secondary and may reflect vendor marketing; actual deployment requires strict guardrails, read-only permissions, and human approval for all destructive actions.
Try it
Act as an SRE assistant. I will provide you with a simulated incident report containing alert details, recent deployment logs, and system topology data. Your task is to investigate the root cause and propose a mitigation plan. Steps: 1. Analyze the provided logs and topology to identify potential failure points. 2. Formulate a hypothesis for the root cause, citing specific log lines or metrics as evidence. 3. Propose a mitigation step (e.g., rollback, restart) but do not execute it. 4. Output a structured report: [Root Cause Hypothesis], [Evidence], [Proposed Mitigation], [Risk Assessment]. Constraints: - You are read-only. Do not suggest actions that require immediate execution without human approval. - If data is missing, state clearly what is needed. - Before finalizing, ask me to confirm the hypothesis is plausible based on the provided context. Inputs: [Paste Incident Logs Here], [Paste Topology Data Here]. Success Metric: The report must cite at least one specific log entry supporting the hypothesis and propose a mitigation that aligns with standard SRE practices.
Source reports are not independently verified. Publication date is the catalog publication date, not the original article date.