O11y Investigator – Agentic AI to Drive Faster Resolution

O11y Investigator is a tool designed to enhance incident investigation processes by integrating AI agents to work alongside on-call engineers, aiming to streamline and accelerate the resolution of system alerts, particularly in complex distributed systems. It addresses the repetitiveness and inefficiencies of traditional runbook-based investigations by utilizing a sophisticated agentic workflow where AI agents are assigned specific tasks, such as writing OPAL queries or interpreting Kubernetes infrastructure, and are orchestrated to reason, plan, and react dynamically to changes in the system environment. Unlike conventional zero-shot approaches that rely on language models generating potentially inaccurate insights, O11y Investigator empowers AI with the ability to call tools for gathering system-specific information, thereby grounding its insights in the actual state of the system and reducing hallucinations. Through this method, AI agents can plan and adjust their actions based on new information, improving the precision of investigations and ultimately reducing mean time to resolution (MTTR). The tool is available in preview, offering the potential to deliver improved customer experiences by facilitating quicker and more effective incident responses.

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