Accelerate Your OpenTelemetry Migrations With Honeycomb's Agent Skills

Honeycomb has expanded its hosted MCP server to integrate deeply into users' development and observability workflows, allowing them to build agentic workflows across various tools and adapt them to their preferred agents like Claude Code or Cursor. To enhance these workflows, Honeycomb has released open-source Agent Skills that distill their expertise in observability into eight skills and two autonomous agents, which help users get started with observability, migrate to OpenTelemetry, or troubleshoot production issues. These skills guide users through the full journey of setting up instrumentation, performing gap analyses, and conducting structured production investigations using tools like BubbleUp and SLOs. An Instrumentation Advisor agent is included to bridge users' codebases with Honeycomb data, providing guidance on what to instrument and how to maintain distributed traces during migrations. The release aims to equip developers with not only the APIs but also the knowledge needed to effectively use them, signifying a shift in the landscape of developer tools toward more knowledgeable and autonomous agents.