---
title: "Honeyhive integration for LuumenAI"
url: "https://www.luumen.ai/integrations/honeyhive/"
entity: SoftwareIntegration
category: "AI & automation"
audience: "SRE, DevOps, platform engineering, IT operations"
---

# Honeyhive integration for LuumenAI

Read HoneyHive runs, events, and datasets, then change them as approved steps

## What LuumenAI can do with Honeyhive

LuumenAI connects to Honeyhive with an API token and exposes 42 tools (19 read-only · 21 write · 2 destructive). Reads answer immediately; writes are shown as a plan and require approval by default, configurable per tool by an administrator.

## Key facts

- Authentication: API token
- Tools available: 42 tools (19 read-only · 21 write · 2 destructive)
- Plan: available on all plans
- Category: AI & automation

## About Honeyhive with LuumenAI

Connect HoneyHive and your agent can read the evaluation history behind an AI application: runs and their metrics, event trees for a single session, datasets, and configurations. When something needs to change — a failing case added to a regression dataset, a new configuration, a batch of logged events — the agent shows the plan first and waits for your approval. Authentication is by API key.

## Example tools

Read-only (19 in total):

- `HONEYHIVE_COMPARE_RUNS` — Retrieve experiment comparison between two evaluation runs.
- `HONEYHIVE_COMPARE_RUNS_EVENTS` — Compare events between two experiment runs side-by-side.
- `HONEYHIVE_GET_CONFIGURATIONS` — Retrieve a list of configurations.
- `HONEYHIVE_GET_DATASETS` — Retrieve datasets from HoneyHive for a specified project.
- `HONEYHIVE_GET_EVENTS` — Query events with filters and projections from HoneyHive.
- `HONEYHIVE_GET_EVENTS_BY_SESSION_ID` — Retrieve the complete tree of nested events for a specific session.
- `HONEYHIVE_GET_EVENTS_CHART` — Retrieve charting and analytics data for events over time.
- `HONEYHIVE_GET_METRICS` — Retrieves all metrics associated with a HoneyHive project.

Write and destructive (23 in total, approval required by default):

- `HONEYHIVE_ADD_DATAPOINTS_TO_DATASET` — Add datapoints to a dataset.
- `HONEYHIVE_CREATE_BATCH_DATAPOINTS` — Create multiple datapoints in a single batch operation.
- `HONEYHIVE_CREATE_BATCH_MODEL_EVENTS` — Create multiple model events in a single request.
- `HONEYHIVE_CREATE_BATCH_TOOL_EVENTS` — Log a batch of external API calls as tool events.
- `HONEYHIVE_CREATE_CONFIGURATION` — Creates a new configuration in HoneyHive for managing LLM or pipeline settings.
- `HONEYHIVE_CREATE_DATAPOINT` — Create a new datapoint with input-output pairs.
- `HONEYHIVE_CREATE_DATASET` — Create a dataset.
- `HONEYHIVE_CREATE_EVENT` — Create a new event in HoneyHive to track execution of different parts of your application.

## Frequently asked questions

### How does LuumenAI connect to Honeyhive?

Authorize once with API token. Luumen lists the scopes each action needs before you approve the connection, and credentials never appear in the chat.

### Can LuumenAI change things in Honeyhive on its own?

Read actions answer immediately. Anything that writes is shown as a plan and requires approval by default, including the 2 actions classified as destructive. Administrators configure that per tool.

### Is there an audit trail?

Every call to Honeyhive — read or write, approved or declined — is recorded with the actor, the input, and the result.

Full page: https://www.luumen.ai/integrations/honeyhive/