sipyourdrink-ltd/bernstein
The open-source governance layer for AI agents: write the rules declaratively, Bernstein enforces them and produces the verifiable, replayable record. Free, Apache-2.0. https://bernstein.run
⚡ Executive Summary & Quick Facts
Authoritative Sourcebernstein is bernstein is an open-source project written in Python: The open‑source AI Agents Governance & Orchestration framework: write the rules declaratively, Bernstein enforces them and produces the verifiable, replayable record. Free, Apache-2.0. https://bernstein.run..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), sipyourdrink-ltd/bernstein has accumulated 1,200 GitHub stars and 185 forks. It is written in Python, licensed under Apache-2.0, and ranks #7,731 globally. It is actively maintained with the latest commit recorded on Nov 11, 2026.”
| Repository | sipyourdrink-ltd/bernstein ↗ |
|---|---|
| Primary Category | agent fleet |
| Language & Stack | Python |
| Software License | Apache-2.0 |
| Community Traction | ★ 1.2K stars · ⑂ 185 forks · #7,731 globally |
| Maintenance | ● Active (Last commit: Nov 11, 2026) · 263 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: 92/100 · Grade AYes, bernstein is actively maintained. Continuous telemetry recorded the last code commit on Nov 11, 2026 (1 days ago). Supported by 1,200 stars and 185 community forks, this repository holds a calculated health index of 92/100, reflecting very active (commits within last 14 days) and active community feedback (263 open).
Star History
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+0
STARS · LAST 30 DAYS
1
PER DAY
#1,129
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +0 | +0 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +0 | +8 | +10 |
bernstein gained 0 stars in the last 30 days, about 1 a day, and now has 1.2K. It is about 1 year old and has averaged roughly 1.2K stars a year. It ranks #1,129 among Python repositories and #7,731 across all languages on GitHubRepo.
Trending Record
42
DAYS ON TRENDING
#372
BEST RANK
Sep 26, 2026
FIRST APPEARANCE
Active
STATUS TODAY
bernstein has maintained a continuous presence across global trending indexes, peaking at #372. Below is the 30-day activity profile:
💡 Overview
bernstein is an open-source project written in Python: The open‑source AI Agents Governance & Orchestration framework: write the rules declaratively, Bernstein enforces them and produces the verifiable, replayable record. Free, Apache-2.0. https://bernstein.run.
Engineered for speed, consistency, and developer ease, it solves common hurdles in agent-fleet, agent-governance, agent-infrastructure. 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 bernstein⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
bernstein 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 bernstein.
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 bernstein using your package manager: `pip install bernstein`
Initialize your project workspace or configuration file for bernstein.
Import bernstein into your codebase or invoke it directly from your terminal.
Execute your test suite or run `bernstein --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
sipyourdrink-ltd/bernstein is currently ranked #7,731 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
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Frequently Asked Questions
What does bernstein do? +
The open-source governance layer for AI agents: write the rules declaratively, Bernstein enforces them and produces the verifiable, replayable record. Free, Apache-2.0. https://bernstein.run
Is bernstein actively maintained in 2026? +
Yes, bernstein is actively maintained. The latest code push was recorded on Nov 11, 2026 (1 days ago). It holds a calculated Maintenance Health Score of 92/100 (A rating) with 1,200 stars and 263 open issues.
What language is bernstein written in? +
The primary language is Python. Topics include: agent-fleet, agent-governance, agent-infrastructure, agent-orchestrator, ai-agents.
How many stars does bernstein have? +
bernstein has 1,200 stars and 185 forks on GitHub.
How does bernstein rank among GitHub repositories? +
With 1,200 stars, sipyourdrink-ltd/bernstein is ranked #7,731 globally across all repositories tracked on GitHubRepo and #1,129 among Python projects.
What license is bernstein distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
