What is HoneyHive?
HoneyHive: The AI Evaluation & Observability Platform
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
Setup and Installation
HoneyHive Cloud Setup
How to get started with HoneyHive on our managed cloud.
Self-Hosting Installation
How to install HoneyHive in your virtual private cloud.
Next Steps
If you are interested in a specific workflow, we recommend reading the walkthrough for the relevant product area.