Our customers
Discover how the world's top engineering teams use Honeycomb to see everything and solve anything.
Onboarding Honeycomb was seamless. We're using the standards that exist. We're labeling things in a way that's consistent.
We didn't have to change anything in our infrastructure to start leveraging what Honeycomb has to offer.

1 week → 5 mins
Week-long investigations became 5 minute Slack conversations
5
Critical issues caught before customer impact
Bottom line benefits
79%
Faster to respond to and remediate
45%
Reduced number of unplanned outages
42%
Higher DevOps team productivity reported






Customer Stories

"Whenever a user clicks on a trace, they can see that whole workflow. With Honeycomb, we know exactly what part of the trace or where in our system is slowing that user down. If there are errors, we know exactly where they are."
"Honeycomb is like a Homeaglow for software engineers. The mental load is lighter. If something goes wrong, we will know, and we can fix it fast."
We were so focused on Fin’s latency that we lost touch with our own business by incurring extra operational cost. Luckily, thanks to the great tracing we already had, we were able to identify and fix the issue. To validate our fixes, we used the same query that Finance was using to quantify the extra LLM cost. We were happy to observe the LLM waste % going down, confirming our fix.
Kesha Mykhailov
Staff Product Engineer, Intercom
See why the world’s leading brands are using Honeycomb.

From 93% to 99%: How HiPages Found (and Fixed) Hidden Failures with Honeycomb
Honeycomb gave HiPages an end-to-end view into their platform, turning guesswork into clarity. In this customer story, they share how observability helped push job-posting API success from 93% to 99%, de-risk a major website migration by running old and new systems in parallel, and nearly triple active Honeycomb users after adopting the Honeycomb MCP.

How Zeta Global Uses Honeycomb to Understand How Their Systems Behave
Hear from Marco Aguero, Director of Site Reliability Engineering at Zeta Global, an AI-powered marketing cloud that helps brands understand and engage their customers across different channels. Marco goes over how their engineering teams use Honeycomb to understand how their systems behave, investigate complex issues, and get the context they need to operate the platform reliably.




Scribe Cuts Debugging Time to 5 Minutes and Reduces Observability Costs by 75%
AI documentation platform Scribe replaced an inflexible observability stack with Honeycomb to regain control over cost, debugging speed, and engineering confidence. The shift enabled full end-to-end tracing, faster incident resolution, and an observability-first development culture.
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