sipyourdrink-ltd/bernstein
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
Star History
Momentum
+32
STARS · LAST 30 DAYS
1
PER DAY
#298
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +7 | +32 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +1 | +4 | +10 |
bernstein gained 32 stars in the last 30 days, about 1 a day, and now has 1.3K. It is about 1 year old and has averaged roughly 1.3K stars a year. It ranks #298 among Python repositories and #2,350 across all languages on GitHubRepo.
Trending Record
3
DAYS ON TRENDING
#1965
BEST RANK
Sep 26, 2026
FIRST APPEARANCE
Active
STATUS TODAY
bernstein has maintained a continuous presence across global trending indexes, peaking at #1965. 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 #2,350 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 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
What language is bernstein written in? +
The primary language is Python. Topics include: agent-fleet, agent-governance, agent-infrastructure, agent-orchestrator, ai-agents.
Is bernstein actively maintained? +
Yes, the last recorded push was on Sep 26, 2026 with 355 open issues being tracked.
How many stars does bernstein have? +
bernstein has 1,290 stars and 175 forks on GitHub.
How does bernstein rank among GitHub repositories? +
With 1,290 stars, sipyourdrink-ltd/bernstein is ranked #2,350 globally across all repositories tracked on GitHubRepo and #298 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.
