What is HoneyHive?

HoneyHive is the AI evaluation & observability platform for developers & domain experts to collaborate on & build reliable AI applications faster.

HoneyHive enables modern AI teams to:

• Trace: Log all AI application data to debug execution steps as you iterate.
• Evaluate: Evaluate application, prompt, and component-level performance during development and in production.
• Annotate Logs: Involve domain experts to review and annotate logs.
• Automate Testing: Automate CI testing to catch regressions with each commit.
• Monitor Performance: Monitor application performance and explore your logs in production.
• Manage Prompts: Manage, version, and deploy prompts separate from code.
• Manage Datasets: Curate fine-tuning and evaluation datasets from your logs.
• Collaborate: Share learnings with colleagues, and much more.

HoneyHive streamlines the AI app development process by bringing together disparate, broken workflows into a unified platform for faster iteration, better visibility, and collaboration. By enabling testing before & after production, we promote a Test-Driven Development (TDD) workflow for AI app development, ensuring that your apps are reliable by design.

Our goal is to replace the current whack-a-mole AI development process with a testing and iteration framework that enables faster iteration for cross-functional teams and promotes quality and reliability at every step.

HoneyHive enables a continuous improvement data flywheel

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Setup and Installation

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Next Steps

If you are interested in a specific workflow, we recommend reading the walkthrough for the relevant product area.