Honeycomb: AI-Ready Observability Platform

Observability built for the AI era

Engineering teams use Honeycomb to follow their code into production. From tracing distributed services to debugging non-deterministic AI workflows, Honeycomb gives humans and agents a shared view of the only thing that matters: what's happening for their end users.

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Solutions for every team

We created Honeycomb to solve the problems legacy monitoring couldn't address. Explore the ways Honeycomb can work for you.

Agent and LLM Observability

Get granular insight into how your LLMs behave in production, troubleshoot failures faster, and continuously improve model performance—all in real-time with real data.

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Observability with AI Agents

Distributed Tracing

Metrics

Log Management and Analytics

Telemetry Pipelines

Private Cloud

How it works

Drill into performance and debug in just 5 minutes.

Send telemetry data

Set telemetry pipelines with drag and drop. Connect your tech stack. View data in 90 seconds. Unify logs, metrics, and traces into detailed events.

Analyze and investigate

Query your environment. AI agents identify issues, analyze events and anomaly behavior, and find root causes. Or get alerts for errors and drill down.

Ship faster and more confidently

Improve service, app, and LLM reliability. Set up SLOs to minimize noisy alerts and keep systems in compliance. Maximize engineering productivity while minimizing firefighting.

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What Honeycomb helps you do

The future of software is nondeterministic. Your business can’t be. Understanding production has never been more critical.

See everything

Get complete visibility with data available in under 90 seconds. Explore dynamic visualizations with limitless insights and no dead-ends. With Honeycomb, engineers and AI agents always have the context they need to easily solve problems.

Solve anything

Resolve any issue before they impact customers. Run sub-10 second queries with your AI agent. Perform root cause analysis in under three minutes with BubbleUp. Honeycomb makes every engineer an expert and every investigation instant.

Scale infinitely

Stop making tradeoffs between observability cost and software quality. With Honeycomb’s OpenTelemetry-native platform, you can add unlimited fields and unlimited users at no extra cost, with no vendor lock-in. Honeycomb is ready for whatever comes next in your tech stack.

Thanks to Honeycomb, SLO-based monitoring has proven superior for LLM reliability than traditional metrics. Given AI’s unpredictable nature, SLOs help us catch and investigate anomalies without triggering a flood of noisy alerts.

Kesha Mykhailov

Staff Engineer, Intercom, on Fin AI

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The second edition is here! Get your copy today

AI is changing the nature of software development. Observability is how you navigate this shift. Charity Majors, Liz Fong-Jones, George Miranda, and Austin Parker explain the core principles of observability and how to leverage it for your organization.

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