metaevo-ai/harness-zero
Harness-Zero: Harness Distillation via Agent-as-Harness
⚡ Executive Summary & Quick Facts
Authoritative Sourceharness-zero is harness-zero is an open-source project written in Python: Harness-Zero: Harness Distillation via Agent-as-Harness..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), metaevo-ai/harness-zero has accumulated 115 GitHub stars and 15 forks. It is written in Python, licensed under Apache-2.0, and ranks #24,949 globally. It is actively maintained with the latest commit recorded on Oct 9, 2026.”
| Repository | metaevo-ai/harness-zero ↗ |
|---|---|
| Primary Category | agent |
| Language & Stack | Python |
| Software License | Apache-2.0 |
| Community Traction | ★ 115 stars · ⑂ 15 forks · #24,949 globally |
| Maintenance | ● Active (Last commit: Oct 9, 2026) · 0 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: 88/100 · Grade AYes, harness-zero is actively maintained. Continuous telemetry recorded the last code commit on Oct 9, 2026 (34 days ago). Supported by 115 stars and 15 community forks, this repository holds a calculated health index of 88/100, reflecting regular maintenance (34 days ago) and healthy issue cadence.
Star History
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+10
STARS · LAST 30 DAYS
1
PER DAY
#3,464
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +0 | +10 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +0 | +3 | +10 |
harness-zero gained 10 stars in the last 30 days, about 1 a day, and now has 115. It is about 1 year old and has averaged roughly 115 stars a year. It ranks #3,464 among Python repositories and #24,949 across all languages on GitHubRepo.
Trending Record
24
DAYS ON TRENDING
#3493
BEST RANK
Oct 15, 2026
FIRST APPEARANCE
Active
STATUS TODAY
harness-zero has maintained a continuous presence across global trending indexes, peaking at #3493. Below is the 30-day activity profile:
💡 Overview
harness-zero is an open-source project written in Python: Harness-Zero: Harness Distillation via Agent-as-Harness.
Engineered for speed, consistency, and developer ease, it solves common hurdles in agent, agent-harness, distillation. 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-zero⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
harness-zero 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-zero.
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-zero using your package manager: `pip install harness-zero`
Initialize your project workspace or configuration file for harness-zero.
Import harness-zero into your codebase or invoke it directly from your terminal.
Execute your test suite or run `harness-zero --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
metaevo-ai/harness-zero is currently ranked #24,949 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #24,846 | Tsanyamra/GuideNephilim | JavaScript | ★ 116 | Compare ↗ |
| #24,846 | flemuh/radar-public-sector | Python | ★ 116 | Compare ↗ |
| #24,846 | ulymxumfqtdi/dbd-external-esp | Python | ★ 116 | Compare ↗ |
| #24,846 | Balanov/baiagent-director | JavaScript | ★ 116 | Compare ↗ |
| #24,846 | lawandrorder/mate | Python | ★ 116 | Compare ↗ |
| #24,949 | metaevo-ai/harness-zero This Project | Python | ★ 115 | |
| #24,949 | mojombo/egitd | Erlang | ★ 115 | Compare ↗ |
| #24,949 | mhartl/find_mass_assignment | Ruby | ★ 115 | Compare ↗ |
| #24,949 | brown/protobuf | C++ | ★ 115 | Compare ↗ |
| #24,949 | mnaberez/supervisor_twiddler | Python | ★ 115 | Compare ↗ |
| #24,949 | alexrabarts/big_sitemap | Ruby | ★ 115 | Compare ↗ |
Frequently Asked Questions
What does harness-zero do? +
Harness-Zero: Harness Distillation via Agent-as-Harness
Is harness-zero actively maintained in 2026? +
Yes, harness-zero is actively maintained. The latest code push was recorded on Oct 9, 2026 (34 days ago). It holds a calculated Maintenance Health Score of 88/100 (A rating) with 115 stars and 0 open issues.
What language is harness-zero written in? +
The primary language is Python. Topics include: agent, agent-harness, distillation, harness-distillation, llm.
How many stars does harness-zero have? +
harness-zero has 115 stars and 15 forks on GitHub.
How does harness-zero rank among GitHub repositories? +
With 115 stars, metaevo-ai/harness-zero is ranked #24,949 globally across all repositories tracked on GitHubRepo and #3,464 among Python projects.
What license is harness-zero distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
