Windmill

Windmill is an open-source developer platform and workflow engine that streamlines the process of building, deploying, and managing complex, data-intensive applications. It enables developers to compose scripts into workflows or data pipelines, facilitating the creation and management of internal tools and automations across multiple programming languages.

Key features:

- Multi-language Support: Compatibility with Python, Typescript, Go, Bash, and SQL for versatile development options.
- Auto-generated UIs and APIs: Automatic creation of user interfaces and application programming interfaces from scripts for easier interaction and integration.
- Low-code Workflow Composition: Simplified development process through a low-code approach for composing scripts into workflows.
- Cron Jobs: Automation of tasks through scheduled script execution at specified intervals.
- Rapid Development: Accelerated software development and deployment processes.
- High Reliability and Observability: Robust performance suitable for production-grade applications.
- Self-hostable Job Orchestrator: Efficient management of tasks and workflows with fast orchestration capabilities.
- Enterprise Features: Comprehensive support, advanced infrastructure, and guidance for enterprise clients.
- Scalability: Horizontal scaling of workers from zero to meet internal service demands.
- Role-Based Access Control (RBAC): Granular permissioning for script visibility, edit rights, and executability.
- Audit Logs: Detailed tracking of past executions for quick issue resolution.
- Air-gapped Operation: Autonomous functionality without internet connection for enhanced security.

How it works:

1. Users access Windmill through a web application.
2. Scripts are written in supported languages (Python, Typescript, Go, Bash, SQL).
3. Scripts are composed into workflows using a low-code interface.
4. Auto-generated UIs and APIs are created from these scripts.
5. Internal tools and automations are built and deployed using the platform.

Integrations:

Photoroom, Kahoot, Qovery, Bloomcredit, Tera Capital, Nocd

Use of AI:

Windmill utilizes generative AI to enhance its low-code capabilities, enabling the auto-generation of UIs and APIs from scripts. This feature simplifies the development process and allows for rapid prototyping and deployment of applications.

AI foundation model:

The specific AI foundation models or large language models used by Windmill are not explicitly mentioned, but the platform's capabilities suggest the use of advanced AI techniques to facilitate its features.

Target users:

- Developers seeking to streamline internal tool development and workflow management
- Data engineers building and managing complex data pipelines
- IT operations professionals requiring reliable and scalable job orchestration
- Enterprises in need of a robust platform with advanced infrastructure capabilities

How to access:

Windmill is available as a web application and can be self-hosted on various infrastructures, including bare EC2 instances, Kubernetes, and Fargate. The platform is fully open-source, allowing users to read, contribute to, and customize the codebase.