langchain-ai/deepagents
The batteries-included agent harness.
⚡ Executive Summary & Quick Facts
Authoritative Sourcedeepagents is deepagents is an open-source project written in Python: The batteries-included agent harness..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), langchain-ai/deepagents has accumulated 30,657 GitHub stars and 4,313 forks. It is written in Python, licensed under MIT, and ranks #542 globally. It is actively maintained with the latest commit recorded on Oct 27, 2026.”
| Repository | langchain-ai/deepagents ↗ |
|---|---|
| Primary Category | ai |
| Language & Stack | Python |
| Software License | MIT |
| Community Traction | ★ 30.7K stars · ⑂ 4.3K forks · #542 globally |
| Maintenance | ● Active (Last commit: Oct 27, 2026) · 193 open issues |
| Target Audience | Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads. |
🛡️ Repository Maintenance & Health Audit (2026)
Health Score: 95/100 · Grade A+Yes, deepagents is actively maintained. Continuous telemetry recorded the last code commit on Oct 27, 2026 (16 days ago). Supported by 30,657 stars and 4,313 community forks, this repository holds a calculated health index of 95/100, reflecting regular maintenance (16 days ago) and healthy issue cadence.
Star History
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+492
STARS · LAST 30 DAYS
16
PER DAY
#119
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +0 | +492 | +1.4K |
| Per day | 1 | 16 | 16 |
| Forks gained | +0 | +83 | +216 |
deepagents gained 492 stars in the last 30 days, about 16 a day, and now has 30.7K. It is about 1 year old and has averaged roughly 30.7K stars a year. It ranks #119 among Python repositories and #542 across all languages on GitHubRepo.
Trending Record
44
DAYS ON TRENDING
#144
BEST RANK
Sep 24, 2026
FIRST APPEARANCE
Active
STATUS TODAY
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
$ 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
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 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 #542 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #537 | nanocoai/nanoclaw | TypeScript | ★ 31.1K | Compare ↗ |
| #538 | deskflow/deskflow | C++ | ★ 31K | Compare ↗ |
| #539 | heroui-inc/heroui | TypeScript | ★ 30.9K | Compare ↗ |
| #540 | GoogleChrome/lighthouse | JavaScript | ★ 30.9K | Compare ↗ |
| #541 | ComposioHQ/composio | TypeScript | ★ 30.9K | Compare ↗ |
| #542 | langchain-ai/deepagents This Project | Python | ★ 30.7K | |
| #543 | opentofu/opentofu | Go | ★ 30.7K | Compare ↗ |
| #544 | openai/openai-agents-python | Python | ★ 30.6K | Compare ↗ |
| #545 | meta/folly | C++ | ★ 30.6K | Compare ↗ |
| #546 | librepods-org/librepods | Kotlin | ★ 30.5K | Compare ↗ |
| #547 | statelyai/xstate | TypeScript | ★ 30.5K | Compare ↗ |
Frequently Asked Questions
What does deepagents do? +
The batteries-included agent harness.
Is deepagents actively maintained in 2026? +
Yes, deepagents is actively maintained. The latest code push was recorded on Oct 27, 2026 (16 days ago). It holds a calculated Maintenance Health Score of 95/100 (A+ rating) with 30,657 stars and 193 open issues.
What language is deepagents written in? +
The primary language is Python. Topics include: ai, deepagents, harness, harness-engineering, langchain.
How many stars does deepagents have? +
deepagents has 30,657 stars and 4,313 forks on GitHub.
How does deepagents rank among GitHub repositories? +
With 30,657 stars, langchain-ai/deepagents is ranked #542 globally across all repositories tracked on GitHubRepo and #119 among Python projects.
What license is deepagents distributed under? +
The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.
