# OpenAdaptAI/OpenAdapt

> For EHRs, payer portals, and any app your team clicks through. A person or an agent shows the task; OpenAdapt turns it into a local program that repeats the steps with no model calls, checks each save, and stops when something doesn't match.

## Fast Facts & Telemetry
- **Canonical URL**: https://githubrepo.cloud/repo/OpenAdaptAI/OpenAdapt
- **GitHub Source**: https://github.com/OpenAdaptAI/OpenAdapt
- **Global Rank**: #4,654 on GitHubRepo
- **Stars**: 1,783
- **Forks**: 266
- **Open Issues**: 40
- **Primary Language**: Python
- **Software License**: MIT
- **Last Commit / Push**: Oct 19, 2026
- **Topics**: agent-harness, ai-agents, browser-automation, citrix, computer-use-agents, demonstration-compiler, desktop-automation, deterministic-replay, effect-verification, gui-automation, healthcare-automation, human-in-the-loop, local-first, mcp, rdp, rpa, self-healing-automation, ui-automation, workflow-automation, workflow-compiler

## Project Overview
OpenAdapt is an open-source project written in Python: For EHRs, payer portals, and any app your team clicks through. A person or an agent shows the task; OpenAdapt turns it into a local program that repeats the steps with no model calls, checks each save, and stops when something doesn't match.

Engineered for speed, consistency, and developer ease, it solves common hurdles in agent-harness, ai-agents, browser-automation. 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 & Quick Start
### Linux
```bash
pip install OpenAdapt
```

### macOS
```bash
pip install OpenAdapt # or: brew install OpenAdapt
```

### Windows
```bash
pip install OpenAdapt
```

## System Requirements & Architecture
- **Supported Platforms**: macOS, Linux, Windows
- **Runtime Dependencies**: Python >= 3.9, pip, virtualenv
- **Architecture**: x86_64, ARM64 (Apple Silicon & Graviton)

## How It Works
OpenAdapt 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 OpenAdapt.

### 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.

## Target Audience
Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads.

## Strengths
- Active community backing with 1,783 GitHub stars and verified adoption.
- Permissive open-source distribution under the MIT license.
- Built in Python for high execution speed and developer familiarity.
- Cross-platform compatibility across modern Linux, macOS, and Windows environments.
- Clean modular design allowing flexible configuration and pipeline integration.

## Considerations
- Requires familiarity with Python and modern CLI workflows.
- Ecosystem extensions may require manual configuration depending on environment constraints.
- Active development roadmap means breaking API changes may occur across major versions.

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