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Measuring Claude Code ROI and Adoption in Honeycomb

Honeycomb

At Honeycomb, we’ve been using Claude Code across our engineering team for a while. Anecdotally, I had a sense of who the power users were, and I had seen some examples of complex usage.

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BlogsEmbracing the Code Review BottleneckHoneycomb Blogs7 Best Datadog Alternatives for AI and Agent ObservabilityHoneycomb BlogsAMA Recap: More Answers From the Observability Engineering AuthorsHoneycomb BlogsEnabling Design System Observability Using HoneycombHoneycomb BlogsWhat Are Traces? A Developer’s Guide to Distributed TracingHoneycomb BlogsDashboards, or Launchpads?Honeycomb ResourcesAsync scripts for asm.js - Game developmentDeveloper Mozilla ResourcesSource map - GlossaryDeveloper Mozilla BlogsAdd MCP Servers to Claude Code with MCP ToolkitDocker BlogsIntroducing BunnyCDN Vary CacheBunny ResourcesVercel Makeswift IntegrationVercel BlogsShipping safer and smarter: Integrating feature flags deeper in the Vercel workflowVercel BlogsIntroducing Vercel MCP: Connect Vercel to your AI toolsVercel ResourcesNO_FETCH_FROM_MIDDLEWAREVercel LearnA Comprehensive Guide to Profiling in PythonBetterstack BlogsWhat is vibe coding? [+ tips and best practices]Zapier BlogsPretty Themes, Hidden Loaders: GlassWorm-Linked Extensions Span VS Code Marketplace and Open VSXSocket BlogsClaude Breached 3 Companies and Uploaded Malware to PyPI During Anthropic's Security TestsSocket NewsCNCF Welcomes WebAssembly-Based wasmCloud as a Sandbox ProjectThenewstack NewsGrafana’s AWS Partnership Portends Better Performance and a Potential Boon in AdoptionThenewstack