HoneyHive.ai
Observability and evaluation platform for production AI agents, unifying tracing, monitoring, and continuous improvement.
About
HoneyHive is an observability platform designed specifically for AI agents in production. It unifies observability and evaluation into a continuous improvement loop, allowing teams to instrument agents across 100+ LLM and framework combinations using OpenTelemetry-native integration. The platform provides online evaluation, session replays, alert and drift detection, and offline experiment capabilities to help teams ship quality agents confidently.
Core use cases
- Monitor and debug production agent behavior across frameworks
- Evaluate live traces and detect failures before users encounter them
- Test agent changes offline against datasets and catch regressions before release
- AI type
- AI-native
- Primary product type
- AI Observability Tool
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