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langchain-ai/deepagents

The batteries-included agent harness.

Python ◇ ai MIT

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★29.8KSTARS

⑂4.2KFORKS

!184ISSUES

🏆#328GLOBAL RANK

🔥5DAYS TRENDING

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Star History

Continuous Observations

Interactive star growth chart for langchain-ai/deepagents

Momentum

+745

STARS · LAST 30 DAYS

PER DAY

#70

MOST-STARRED Python

Window	7 days	30 days	90 days
Stars gained	+175	+745	+2.3K
Per day	25	25	25
Forks gained	+21	+84	+209

deepagents gained 745 stars in the last 30 days, about 25 a day, and now has 29.8K. It is about 1 year old and has averaged roughly 29.8K stars a year. It ranks #70 among Python repositories and #328 across all languages on GitHubRepo.

Trending Record

deepagents has maintained a continuous presence across global trending indexes, peaking at #144. Below is the 30-day activity profile:

💡 Overview

deepagents is an open-source project written in Python: The batteries-included agent harness.

Engineered for speed, consistency, and developer ease, it solves common hurdles in ai, deepagents, harness. 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 deepagents

$ pip install deepagents # or: brew install deepagents

> pip install deepagents

⚙ System Requirements

Platforms

• macOS
• Linux
• Windows

Runtime & Dependencies

Python >= 3.9, pip, virtualenv

Architecture

x86_64, ARM64 (Apple Silicon & Graviton)

🧠 How It Works

deepagents 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 deepagents.

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

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

Initialize your project workspace or configuration file for deepagents.

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

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

👍 Strengths

Active community backing with 29,753 GitHub stars and verified adoption.

Permissive open-source distribution under the MIT 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

langchain-ai/deepagents is currently ranked #328 by stars across every repository tracked on GitHubRepo. These are adjacent projects:

Rank	Repository	Language	Stars	Action
#323	librepods-org/librepods	Kotlin	★ 30K	Compare ↗
#324	sampotts/plyr	JavaScript	★ 30K	Compare ↗
#325	square/leakcanary	Kotlin	★ 30K	Compare ↗
#326	decolua/9router	JavaScript	★ 29.9K	Compare ↗
#327	apolloconfig/apollo	Java	★ 29.8K	Compare ↗
#328	langchain-ai/deepagents This Project	Python	★ 29.8K
#329	simstudioai/sim	TypeScript	★ 29.7K	Compare ↗
#330	micro-editor/micro	Go	★ 29.6K	Compare ↗
#331	composer/composer	PHP	★ 29.5K	Compare ↗
#332	chroma-core/chroma	Rust	★ 29.4K	Compare ↗
#333	tashfeenahmed/freellmapi	TypeScript	★ 29.3K	Compare ↗

Frequently Asked Questions

What does deepagents do? +

The batteries-included agent harness.

What language is deepagents written in? +

The primary language is Python. Topics include: ai, deepagents, harness, harness-engineering, langchain.

Is deepagents actively maintained? +

Yes, the last recorded push was on Sep 26, 2026 with 184 open issues being tracked.

How many stars does deepagents have? +

deepagents has 29,781 stars and 4,182 forks on GitHub.

How does deepagents rank among GitHub repositories? +

With 29,781 stars, langchain-ai/deepagents is ranked #328 globally across all repositories tracked on GitHubRepo and #70 among Python projects.

What license is deepagents distributed under? +

The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.

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LinkedIn

Why deepagents is replacing paid subscriptions for engineering teams

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

Over 29,781 developers have starred langchain-ai/deepagents, an impressive Python open-source project designed to The batteries-included agent harness.

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: 29,781 GitHub stars and 4,182 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/langchain-ai/deepagents
⭐ GitHub Repository: https://github.com/langchain-ai/deepagents

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

🤖

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

Show r/opensource: deepagents – A free, self-hosted tool that lets you The batteries-included agent harness

Hey everyone,

I wanted to share an interesting open-source project called **deepagents** (https://github.com/langchain-ai/deepagents) that has been picking up heavy momentum lately (29,781 stars).

### What problem does it solve?
Many existing tools in this domain require expensive cloud plans or store your data on third-party servers. deepagents was built with a local-first philosophy, allowing developers to The batteries-included agent harness without recurring subscription costs or privacy compromises.

### Tech Stack & Details:
- **Language:** Python
- **License:** MIT
- **GitHub:** [langchain-ai/deepagents](https://github.com/langchain-ai/deepagents)
- **Live Star Momentum Tracker:** [https://githubrepo.cloud/repo/langchain-ai/deepagents](https://githubrepo.cloud/repo/langchain-ai/deepagents)

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: deepagents – The batteries-included agent harness

Hi HN,

deepagents is an open-source Python project designed to The batteries-included agent harness.

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/langchain-ai/deepagents
Documentation & Metrics: https://githubrepo.cloud/repo/langchain-ai/deepagents

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 deepagents (29,781 GitHub Stars)

---
title: This GitHub repo replaces a $50 a month tool! Stop paying expensive software subscriptions. Meet deepagents
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 **[langchain-ai/deepagents](https://github.com/langchain-ai/deepagents)**, a rapidly rising repository with **29,781 GitHub stars** and **4,182 forks**.

### What is deepagents?

> The batteries-included agent harness

Written in **Python**, deepagents 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 **#328** globally across tracked repositories on [GitHubRepo](https://githubrepo.cloud/repo/langchain-ai/deepagents).

### Quick Start
To get started locally:

```bash
git clone https://github.com/langchain-ai/deepagents.git
cd deepagents
```

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

𝕏

X / Twitter Communities

Thread / Community Post for deepagents

Developers are sleeping on this GitHub repo 👇

langchain-ai/deepagents (29,781 ⭐) replaces expensive monthly software subscriptions with 100% free open source code.

⚡ What it does: The batteries-included agent harness
💻 Built with: Python
🔒 100% local execution & privacy

Check live star velocity and benchmarks:
https://githubrepo.cloud/repo/langchain-ai/deepagents

#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 langchain-ai/deepagents.

It already has over 29,781 stars and lets you The batteries-included agent harness.

Drop a comment if you've tried it, or check the full star momentum report:
https://githubrepo.cloud/repo/langchain-ai/deepagents

From our network

langchain-ai/deepagents

Star History

Momentum

Trending Record

💡 Overview

⚡ Key Features

📥 Installation

⚙ System Requirements

Platforms

Runtime & Dependencies

Architecture

🧠 How It Works

🎯 Production Use Cases

Autonomous AI Agents

Model Inference & Prompting

Context Memory & RAG

Developer Productivity

🚀 Getting Started

👍 Strengths

⚠️ Considerations

⇄ Alternatives & Direct Competitors

👥 Who Should Use This

🏆 Nearby in the Rankings

Frequently Asked Questions

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