"DeepCode: Open Agentic Coding (Agent Harness & Loop Engineering & Multi-Agent Orchestration)"
⚡ Executive Summary & Quick Facts
Authoritative SourceDeepCode is DeepCode is an open-source project written in Python: "DeepCode: Open Agentic Coding (Agent Harness & Loop Engineering & Multi-Agent Orchestration)"..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), HKUDS/DeepCode has accumulated 16,783 GitHub stars and 2,188 forks. It is written in Python, licensed under MIT, and ranks #1,002 globally. It is actively maintained with the latest commit recorded on Oct 31, 2026.”
| Repository | HKUDS/DeepCode ↗ |
|---|---|
| Primary Category | agentic coding |
| Language & Stack | Python |
| Software License | MIT |
| Community Traction | ★ 16.8K stars · ⑂ 2.2K forks · #1,002 globally |
| Maintenance | ● Active (Last commit: Oct 31, 2026) · 30 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: 100/100 · Grade A+Yes, DeepCode is actively maintained. Continuous telemetry recorded the last code commit on Oct 31, 2026 (12 days ago). Supported by 16,783 stars and 2,188 community forks, this repository holds a calculated health index of 100/100, reflecting very active (commits within last 14 days) and healthy issue cadence.
Star History
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+118
STARS · LAST 30 DAYS
4
PER DAY
#182
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +0 | +118 | +360 |
| Per day | 1 | 4 | 4 |
| Forks gained | +0 | +20 | +109 |
DeepCode gained 118 stars in the last 30 days, about 4 a day, and now has 16.8K. It is about 1 year old and has averaged roughly 16.8K stars a year. It ranks #182 among Python repositories and #1,002 across all languages on GitHubRepo.
Trending Record
40
DAYS ON TRENDING
#836
BEST RANK
Sep 28, 2026
FIRST APPEARANCE
Active
STATUS TODAY
DeepCode has maintained a continuous presence across global trending indexes, peaking at #836. Below is the 30-day activity profile:
💡 Overview
DeepCode is an open-source project written in Python: "DeepCode: Open Agentic Coding (Agent Harness & Loop Engineering & Multi-Agent Orchestration)".
Engineered for speed, consistency, and developer ease, it solves common hurdles in agentic-coding, harness-engineering, llm-agent. 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 DeepCode⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
DeepCode 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 DeepCode.
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 DeepCode using your package manager: `pip install DeepCode`
Initialize your project workspace or configuration file for DeepCode.
Import DeepCode into your codebase or invoke it directly from your terminal.
Execute your test suite or run `DeepCode --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
HKUDS/DeepCode is currently ranked #1,002 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #997 | exaloop/codon | Python | ★ 16.9K | Compare ↗ |
| #998 | pipecat-ai/pipecat | Python | ★ 16.9K | Compare ↗ |
| #999 | apple/foundationdb | C++ | ★ 16.9K | Compare ↗ |
| #1,000 | systemd/systemd | C | ★ 16.8K | Compare ↗ |
| #1,001 | ipython/ipython | Python | ★ 16.8K | Compare ↗ |
| #1,002 | HKUDS/DeepCode This Project | Python | ★ 16.8K | |
| #1,003 | getlantern/lantern | Dart | ★ 16.8K | Compare ↗ |
| #1,003 | prestodb/presto | Java | ★ 16.8K | Compare ↗ |
| #1,005 | hyperledger/fabric | Go | ★ 16.7K | Compare ↗ |
| #1,006 | janl/mustache.js | JavaScript | ★ 16.7K | Compare ↗ |
| #1,007 | Comfy-Org/ComfyUI-Manager | Python | ★ 16.7K | Compare ↗ |
Frequently Asked Questions
What does DeepCode do? +
"DeepCode: Open Agentic Coding (Agent Harness & Loop Engineering & Multi-Agent Orchestration)"
Is DeepCode actively maintained in 2026? +
Yes, DeepCode is actively maintained. The latest code push was recorded on Oct 31, 2026 (12 days ago). It holds a calculated Maintenance Health Score of 100/100 (A+ rating) with 16,783 stars and 30 open issues.
What language is DeepCode written in? +
The primary language is Python. Topics include: agentic-coding, harness-engineering, llm-agent.
How many stars does DeepCode have? +
DeepCode has 16,783 stars and 2,188 forks on GitHub.
How does DeepCode rank among GitHub repositories? +
With 16,783 stars, HKUDS/DeepCode is ranked #1,002 globally across all repositories tracked on GitHubRepo and #182 among Python projects.
What license is DeepCode distributed under? +
The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.
