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aden-hive/hive

Multi-Agent Harness for Production AI

Python ◇ agent Apache-2.0
★11.1KSTARS
⑂5.7KFORKS
!1,358ISSUES
🏆#1,217GLOBAL RANK
🔥1DAYS TRENDING
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Momentum

+278

STARS · LAST 30 DAYS

9

PER DAY

#196

MOST-STARRED Python

Window7 days30 days90 days
Stars gained+63+278+810
Per day999
Forks gained+28+113+283

hive gained 278 stars in the last 30 days, about 9 a day, and now has 11.1K. It is about 1 year old and has averaged roughly 11.1K stars a year. It ranks #196 among Python repositories and #1,217 across all languages on GitHubRepo.

Trending Record

hive has maintained a continuous presence across global trending indexes, peaking at #4904. Below is the 30-day activity profile:

💡 Overview

hive is an open-source project written in Python: Multi-Agent Harness for Production AI.

Engineered for speed, consistency, and developer ease, it solves common hurdles in agent, agent-framework, agent-skills. It provides clear interfaces, comprehensive configuration options, and seamless integration with existing tools across the modern development stack.

⚡ Key Features

1

Optimized execution pipeline written in Python for predictable speed.

2

Zero-friction configuration with comprehensive sensible defaults out of the box.

3

Cross-platform runtime support across Linux, macOS, and Windows environments.

4

Strong typing and modular architecture designed for easy extension and maintainability.

5

Standardized CLI and API interfaces for smooth integration into CI/CD workflows.

6

Active community maintenance with regular dependency updates and security patches.

📥 Installation

terminal
$ pip install hive

⚙ System Requirements

Platforms

  • • macOS
  • • Linux
  • • Windows

Runtime & Dependencies

Python >= 3.9, pip, virtualenv

Architecture

x86_64, ARM64 (Apple Silicon & Graviton)

🧠 How It Works

hive coordinates its core functionality through a modular Python pipeline. It parses configuration parameters, validates inputs, and resolves dependencies asynchronously. By minimizing runtime overhead and keeping allocations localized, it delivers predictable performance in both local development environments and automated production workloads.

🎯 Production Use Cases

Autonomous AI Agents

Orchestrate intelligent workflows and tool-calling routines with hive.

Model Inference & Prompting

Integrate fast, local or cloud-hosted generative AI models directly into production code.

Context Memory & RAG

Augment language models with dynamic vector retrieval and structured project memory.

Developer Productivity

Automate repetitive engineering tasks, code generation, and test creation using AI agents.

🚀 Getting Started

1

Install hive using your package manager: `pip install hive`

2

Initialize your project workspace or configuration file for hive.

3

Import hive into your codebase or invoke it directly from your terminal.

4

Execute your test suite or run `hive --help` to verify successful setup.

👍 Strengths

Active community backing with 11,107 GitHub stars and verified adoption.
Permissive open-source distribution under the Apache-2.0 license.
Built in Python for high execution speed and developer familiarity.
Cross-platform compatibility across modern Linux, macOS, and Windows environments.
Clean modular design allowing flexible configuration and pipeline integration.

⚠️ Considerations

Requires familiarity with Python and modern CLI workflows.
Ecosystem extensions may require manual configuration depending on environment constraints.
Active development roadmap means breaking API changes may occur across major versions.

⇄ Alternatives & Direct Competitors

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👥 Who Should Use This

Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads.

🏆 Nearby in the Rankings

aden-hive/hive is currently ranked #1,217 by stars across every repository tracked on GitHubRepo. These are adjacent projects:

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Frequently Asked Questions

What does hive do? +

Multi-Agent Harness for Production AI

What language is hive written in? +

The primary language is Python. Topics include: agent, agent-framework, agent-skills, anthropic, automation.

Is hive actively maintained? +

Yes, the last recorded push was on Oct 16, 2026 with 1,358 open issues being tracked.

How many stars does hive have? +

hive has 11,107 stars and 5,653 forks on GitHub.

How does hive rank among GitHub repositories? +

With 11,107 stars, aden-hive/hive is ranked #1,217 globally across all repositories tracked on GitHubRepo and #196 among Python projects.

What license is hive distributed under? +

The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.

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