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what is hive fr?

aden-hive/hive — explained in plain English

Analysis updated 2026-06-24

10,320PythonAudience · developerComplexity · 4/5Setup · moderate

tl;dr

Hive is a Python framework that coordinates teams of AI agents to run complex multi-step business workflows, with built-in memory, failure recovery, human approval checkpoints, and cost tracking.

vibe map

mindmap
  root((Hive))
    What it does
      Multi-agent coordination
      Graph task planning
      Memory management
      Failure recovery
    Use Cases
      Business automation
      Human approval steps
      Cost tracking
    Tech Stack
      Python
      OpenAI
      Anthropic
      Google Gemini
    Audience
      AI developers
      Automation engineers

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what do people make with this?

VIBE 1

Automate a multi-step business process using AI agents that work in parallel and recover from failures.

VIBE 2

Add human-in-the-loop checkpoints where a person must approve before agents continue a workflow.

VIBE 3

Track AI agent costs and audit trails across a long-running automated task.

what's the stack?

PythonOpenAIAnthropicGoogle Gemini

how it stacks up fr

aden-hive/hiveautogluon/autogluonace-step/ace-step-1.5
Stars10,32010,32610,312
LanguagePythonPythonPython
Setup difficultymoderatemoderatemoderate
Complexity4/53/53/5
Audiencedeveloperdatageneral

Figures from each repo's GitHub metadata at analysis time.

how do i run it?

Difficulty · moderate time til it works · 30min

Uses a quickstart script instead of pip install, requires API keys for your chosen LLM provider.

in plain english

Hive is a Python framework for running multiple AI agents together on complex, long-running tasks in production environments. A single AI agent can handle personal tasks reasonably well, but when you need to automate a real business process that involves many steps, decisions, and potential failures, a single agent often falls apart. Hive provides the layer that coordinates groups of agents, keeps track of what has happened, and recovers from failures without losing progress. The framework works by taking a goal or workflow description and automatically generating a graph of tasks, then assigning specialized agents to run those tasks in parallel where possible. This graph-based approach means the system has a clear map of what needs to happen and in what order, rather than having agents improvise their way through a process. Memory is built in so that context from earlier steps carries forward to later ones, and the memory evolves as the project progresses. Hive is model-agnostic, meaning it works with language models from OpenAI, Anthropic, and Google Gemini. You pick which model powers your agents, and Hive handles the coordination around them. It also includes tools for browser control, file search, and other general compute tasks that agents may need to complete real-world workflows. For teams that need oversight, Hive supports human-in-the-loop checkpoints where a person can review or approve before the agents continue. It also tracks costs, maintains audit trails, and exposes observability data so you can see what agents are doing and how much they are spending. Installation uses a quickstart script rather than a standard pip install, due to how the project is structured with multiple internal packages. The setup script handles credentials, dependencies, and opens a browser dashboard. The project is backed by Aden, a Y Combinator company, and the README links to full documentation at their website.

prompts (copy fr)

prompt 1
Using Hive, show me how to define a workflow where one agent researches a topic, another drafts a report, and a third reviews it.
prompt 2
How do I add a human-in-the-loop checkpoint in Hive so a person must approve an agent output before the workflow continues?
prompt 3
Show me how to configure Hive to use Anthropic Claude as the underlying model for all agents in a workflow.
prompt 4
How does Hive's graph-based task planning work, and how do I define dependencies between agent tasks?

Frequently asked questions

what is hive fr?

Hive is a Python framework that coordinates teams of AI agents to run complex multi-step business workflows, with built-in memory, failure recovery, human approval checkpoints, and cost tracking.

What language is hive written in?

Mainly Python. The stack also includes Python, OpenAI, Anthropic.

How hard is hive to set up?

Setup difficulty is rated moderate, with roughly 30min to a first successful run.

Who is hive for?

Mainly developer.

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