honeyhive.ai

Overview

HoneyHive delivers AI observability and evaluation for production agents, offering OpenTelemetry tracing across 100+ LLMs, live metrics on quality, safety, latency, cost, drift alerts, offline experimentation, expert annotation, CI/CD integration, and enterprise security.

From the official site

HoneyHive helps enterprises trace, evaluate, monitor, and improve production AI agents across teams, stacks, and sensitive data environments.

The text above is quoted from this tool’s official website — the vendor’s own words.

How to use it

1. Open honeyhive.ai, register and review the available capabilities and quotas
2. Create a project or obtain access credentials from the documentation
3. Complete a minimal call in your local or test environment using the examples
4. Once validated, integrate into the real project and expand usage gradually