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verl-project/uni-agent

Uni-Agent is a framework for training long-horizon agents.

Python ◇ developer-tools Apache-2.0

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★639STARS

⑂125FORKS

!47ISSUES

🏆#3,266GLOBAL RANK

🔥1DAYS TRENDING

🚀

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Star History

Continuous Observations

Interactive star growth chart for verl-project/uni-agent

Momentum

+16

STARS · LAST 30 DAYS

PER DAY

#401

MOST-STARRED Python

Window	7 days	30 days	90 days
Stars gained	+7	+16	+90
Per day	1	1	1
Forks gained	+1	+3	+10

uni-agent gained 16 stars in the last 30 days, about 1 a day, and now has 639. It is about 1 year old and has averaged roughly 639 stars a year. It ranks #401 among Python repositories and #3,266 across all languages on GitHubRepo.

Trending Record

uni-agent has maintained a continuous presence across global trending indexes, peaking at #3223. Below is the 30-day activity profile:

💡 Overview

uni-agent is an open-source project written in Python: Uni-Agent is a framework for training long-horizon agents.

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

⚡ Key Features

Optimized execution pipeline written in Python for predictable speed.

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

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

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

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

Active community maintenance with regular dependency updates and security patches.

📥 Installation

terminal

$ pip install uni-agent

$ pip install uni-agent # or: brew install uni-agent

> pip install uni-agent

⚙ System Requirements

Platforms

• macOS
• Linux
• Windows

Runtime & Dependencies

Python >= 3.9, pip, virtualenv

Architecture

x86_64, ARM64 (Apple Silicon & Graviton)

🧠 How It Works

uni-agent 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

Production System Integration

Embed uni-agent into Python backend services to handle core application logic.

CI/CD Automated Pipelines

Run automated validation, builds, and integration suites during deployments.

Developer Tooling & Workflows

Accelerate developer onboarding with pre-configured project utilities.

Open Source Extension

Fork and customize internal modules under the repository's open Apache-2.0 license.

🚀 Getting Started

Install uni-agent using your package manager: `pip install uni-agent`

Initialize your project workspace or configuration file for uni-agent.

Import uni-agent into your codebase or invoke it directly from your terminal.

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

👍 Strengths

Active community backing with 639 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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Curated list of project-based tutorials

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The agent that grows with you

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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

verl-project/uni-agent is currently ranked #3,266 by stars across every repository tracked on GitHubRepo. These are adjacent projects:

Rank	Repository	Language	Stars	Action
#3,261	oroinc/platform	PHP	★ 643	Compare ↗
#3,261	mouredev/hello-sdd	Python	★ 643	Compare ↗
#3,263	scalar-labs/scalardb	Java	★ 642	Compare ↗
#3,264	xunholy/k8s-gitops	PHP	★ 641	Compare ↗
#3,264	hkqr/my-free-code	Python	★ 641	Compare ↗
#3,266	verl-project/uni-agent This Project	Python	★ 639
#3,266	scalecube/scalecube-services	Java	★ 639	Compare ↗
#3,266	AIDotNet/NextCoWork	TypeScript	★ 639	Compare ↗
#3,269	apache/casbin-gateway	Go	★ 638	Compare ↗
#3,269	ArturSepp/QuantInvestStrats	Python	★ 638	Compare ↗
#3,271	cvut/qtrvsim	C++	★ 637	Compare ↗

Frequently Asked Questions

What does uni-agent do? +

Uni-Agent is a framework for training long-horizon agents.

What language is uni-agent written in? +

The primary language is Python. Topics include: software.

Is uni-agent actively maintained? +

Yes, the last recorded push was on Sep 28, 2026 with 47 open issues being tracked.

How many stars does uni-agent have? +

uni-agent has 639 stars and 125 forks on GitHub.

How does uni-agent rank among GitHub repositories? +

With 639 stars, verl-project/uni-agent is ranked #3,266 globally across all repositories tracked on GitHubRepo and #401 among Python projects.

What license is uni-agent distributed under? +

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

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LinkedIn

Why uni-agent is replacing paid subscriptions for engineering teams

Stop paying $50+/month for locked SaaS tools.

Over 639 developers have starred verl-project/uni-agent, an impressive Python open-source project designed to Uni-Agent is a framework for training long-horizon agents.

Key Engineering Advantages:
• 100% Local-First: Complete data privacy with zero tracking or telemetry.
• Zero Subscription Costs: No paywalls, per-seat fees, or API markups.
• Complete Customization: Native open-source architecture you can fork, inspect, and deploy anywhere.
• Proven Adoption: 639 GitHub stars and 125 forks.

If you're looking to streamline your engineering workflows without ballooning software expenses, this is worth checking out.

👉 Full star velocity and architectural report: https://githubrepo.cloud/repo/verl-project/uni-agent
⭐ GitHub Repository: https://github.com/verl-project/uni-agent

#OpenSource #SoftwareEngineering #DeveloperTools #Tech #Programming #Python

🤖

Reddit (r/opensource, r/webdev, r/selfhosted)

Show r/opensource: uni-agent – A free, self-hosted tool that lets you Uni-Agent is a framework for training long-horizon agents

Hey everyone,

I wanted to share an interesting open-source project called **uni-agent** (https://github.com/verl-project/uni-agent) that has been picking up heavy momentum lately (639 stars).

### What problem does it solve?
Many existing tools in this domain require expensive cloud plans or store your data on third-party servers. uni-agent was built with a local-first philosophy, allowing developers to Uni-Agent is a framework for training long-horizon agents without recurring subscription costs or privacy compromises.

### Tech Stack & Details:
- **Language:** Python
- **License:** Apache-2.0
- **GitHub:** [verl-project/uni-agent](https://github.com/verl-project/uni-agent)
- **Live Star Momentum Tracker:** [https://githubrepo.cloud/repo/verl-project/uni-agent](https://githubrepo.cloud/repo/verl-project/uni-agent)

Has anyone here tested this in production or integrated it into existing pipelines? Would love to hear your experience and feedback!

🟧

Hacker News (Show HN)

Show HN: uni-agent – Uni-Agent is a framework for training long-horizon agents

Hi HN,

uni-agent is an open-source Python project designed to Uni-Agent is a framework for training long-horizon agents.

Rather than relying on closed cloud endpoints, it executes locally on your own machine, providing predictable latency, total privacy, and full control.

Repository: https://github.com/verl-project/uni-agent
Documentation & Metrics: https://githubrepo.cloud/repo/verl-project/uni-agent

Feedback and PRs are welcome.

✍️

Dev.to / Hashnode Tags: opensource, python, devtools, webdev

This GitHub repo replaces a $50 a month tool! Stop paying expensive software subscriptions. Meet uni-agent (639 GitHub Stars)

---
title: This GitHub repo replaces a $50 a month tool! Stop paying expensive software subscriptions. Meet uni-agent
published: true
tags: opensource, python, devtools, programming
---

## Stop Paying Software Subscriptions For This

Finding high-quality, production-ready open source alternatives to expensive proprietary software can save engineering teams thousands of dollars every year.

Today, we're looking at **[verl-project/uni-agent](https://github.com/verl-project/uni-agent)**, a rapidly rising repository with **639 GitHub stars** and **125 forks**.

### What is uni-agent?

> Uni-Agent is a framework for training long-horizon agents

Written in **Python**, uni-agent runs directly on your local workstation or private server, keeping your data secure and eliminating recurring license fees.

### Key Highlights
- **High Performance:** Lightweight, reliable, and built in Python.
- **Privacy & Security:** Complete ownership of your environment and data.
- **Growing Momentum:** Ranked **#3,266** globally across tracked repositories on [GitHubRepo](https://githubrepo.cloud/repo/verl-project/uni-agent).

### Quick Start
To get started locally:

```bash
git clone https://github.com/verl-project/uni-agent.git
cd uni-agent
```

Check out the full repository and star history analytics here:
- **GitHub:** [verl-project/uni-agent](https://github.com/verl-project/uni-agent)
- **Star Velocity Tracker:** [uni-agent on GitHubRepo.cloud](https://githubrepo.cloud/repo/verl-project/uni-agent)

𝕏

X / Twitter Communities

Thread / Community Post for uni-agent

Developers are sleeping on this GitHub repo 👇

verl-project/uni-agent (639 ⭐) replaces expensive monthly software subscriptions with 100% free open source code.

⚡ What it does: Uni-Agent is a framework for training long-horizon agents
💻 Built with: Python
🔒 100% local execution & privacy

Check live star velocity and benchmarks:
https://githubrepo.cloud/repo/verl-project/uni-agent

#opensource #developer #coding #tech #programming

🧵

Threads Topics

Topic Discussion: Open Source & Developer Tools

This GitHub repo replaces a $50/month tool! 🚀

If you want to save hours of manual work and stop paying subscriptions, check out verl-project/uni-agent.

It already has over 639 stars and lets you Uni-Agent is a framework for training long-horizon agents.

Drop a comment if you've tried it, or check the full star momentum report:
https://githubrepo.cloud/repo/verl-project/uni-agent

From our network

verl-project/uni-agent

Star History

Momentum

Trending Record

💡 Overview

⚡ Key Features

📥 Installation

⚙ System Requirements

Platforms

Runtime & Dependencies

Architecture

🧠 How It Works

🎯 Production Use Cases

Production System Integration

CI/CD Automated Pipelines

Developer Tooling & Workflows

Open Source Extension

🚀 Getting Started

👍 Strengths

⚠️ Considerations

⇄ Alternatives & Direct Competitors

👥 Who Should Use This

🏆 Nearby in the Rankings

Frequently Asked Questions

Claim this repository

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