Observe Launches AI SRE and o11y.ai Agents for Automated Reliability and Developer Observability

Observe has introduced two new AI agents, AI SRE and o11y.ai, designed to automate site reliability engineering and enhance developer observability, announced in a press release. Both agents are built on the company’s open data lake architecture and knowledge graph, helping enterprises reduce observability costs and accelerate incident resolution.

The AI SRE agent automates incident response by analyzing logs, metrics, and traces in real time to pinpoint root causes and suggest fixes. It integrates with the company’s Model Context Protocol (MCP) Server, which supports tools such as Claude Code, OpenAI Codex, and Windsurf, allowing engineers to query observability data directly from their code editors. Early users reported up to tenfold faster incident triage and reduced mean time to resolution from hours to minutes.

The o11y.ai agent provides developer-focused observability by automatically generating code instrumentation and enabling natural language queries about application performance and errors. It uses OpenTelemetry to give immediate access to telemetry data, helping developers debug and validate fixes more efficiently.

Both agents are available immediately, with a virtual event titled “The Future of Observability: How Agents Are Shaping Reliability Engineering” scheduled to follow the launch.