strands-agents/harness-sdk
Build an agent harness and control it end-to-end. Open-source SDK for production AI agents in Python & TypeScript - any model, any cloud.
⚡ Executive Summary & Quick Facts
Authoritative Sourceharness-sdk is harness-sdk is an open-source project written in Python: Build an agent harness and control it end-to-end. Open-source SDK for production AI agents in Python & TypeScript - any model, any cloud.. It provides a free, self-hosted open-source alternative to OpenAI API & ChatGPT.
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), strands-agents/harness-sdk has accumulated 9,087 GitHub stars and 1,488 forks. It is written in TypeScript, licensed under Apache-2.0, and ranks #1,814 globally. It is actively maintained with the latest commit recorded on Nov 9, 2026.”
| Repository | strands-agents/harness-sdk ↗ |
|---|---|
| Primary Category | agent framework |
| Language & Stack | TypeScript |
| Software License | Apache-2.0 |
| Community Traction | ★ 9.1K stars · ⑂ 1.5K forks · #1,814 globally |
| Maintenance | ● Active (Last commit: Nov 9, 2026) · 1,162 open issues |
| Replaces SaaS | Open Source OpenAI API & ChatGPT Alternative (Pay-per-token pricing with zero private data guarantees) → |
| 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: 90/100 · Grade AYes, harness-sdk is actively maintained. Continuous telemetry recorded the last code commit on Nov 9, 2026 (3 days ago). Supported by 9,087 stars and 1,488 community forks, this repository holds a calculated health index of 90/100, reflecting very active (commits within last 14 days) and high open issue volume (1,162 open).
Star History
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+408
STARS · LAST 30 DAYS
14
PER DAY
#329
MOST-STARRED TypeScript
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +408 | +408 | +1.3K |
| Per day | 58 | 14 | 14 |
| Forks gained | +161 | +161 | +74 |
harness-sdk gained 408 stars in the last 30 days, about 14 a day, and now has 9.1K. It is about 1 year old and has averaged roughly 9.1K stars a year. It ranks #329 among TypeScript repositories and #1,814 across all languages on GitHubRepo.
Trending Record
40
DAYS ON TRENDING
#222
BEST RANK
Sep 28, 2026
FIRST APPEARANCE
Active
STATUS TODAY
harness-sdk has maintained a continuous presence across global trending indexes, peaking at #222. Below is the 30-day activity profile:
💡 Overview
harness-sdk is an open-source project written in Python: Build an agent harness and control it end-to-end. Open-source SDK for production AI agents in Python & TypeScript - any model, any cloud.
Engineered for speed, consistency, and developer ease, it solves common hurdles in agent-framework, agentic, agentic-ai. 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 harness-sdk⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
harness-sdk 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 harness-sdk.
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 harness-sdk using your package manager: `pip install harness-sdk`
Initialize your project workspace or configuration file for harness-sdk.
Import harness-sdk into your codebase or invoke it directly from your terminal.
Execute your test suite or run `harness-sdk --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
strands-agents/harness-sdk is currently ranked #1,814 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #1,809 | gtsteffaniak/filebrowser | Go | ★ 9.1K | Compare ↗ |
| #1,810 | bridgecrewio/checkov | Python | ★ 9.1K | Compare ↗ |
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| #1,813 | 0xPlaygrounds/rig | Rust | ★ 9.1K | Compare ↗ |
| #1,814 | strands-agents/harness-sdk This Project | TypeScript | ★ 9.1K | |
| #1,815 | tektoncd/pipeline | Go | ★ 9.1K | Compare ↗ |
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Frequently Asked Questions
What does harness-sdk do? +
Build an agent harness and control it end-to-end. Open-source SDK for production AI agents in Python & TypeScript - any model, any cloud.
Is harness-sdk actively maintained in 2026? +
Yes, harness-sdk is actively maintained. The latest code push was recorded on Nov 9, 2026 (3 days ago). It holds a calculated Maintenance Health Score of 90/100 (A rating) with 9,087 stars and 1,162 open issues.
What language is harness-sdk written in? +
The primary language is TypeScript. Topics include: agent-framework, agentic, agentic-ai, agents, ai.
How many stars does harness-sdk have? +
harness-sdk has 9,087 stars and 1,488 forks on GitHub.
How does harness-sdk rank among GitHub repositories? +
With 9,087 stars, strands-agents/harness-sdk is ranked #1,814 globally across all repositories tracked on GitHubRepo and #329 among TypeScript projects.
What license is harness-sdk distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
