OpenField ⚽ | Autonomous Sports Predictive Engine

Status: 🚧 In Development (Architecture Phase) Tech Stack: .NET 10 (LTS) | C# 14

🎯 Vision

OpenField is not just a prediction tool; it is a High-Performance Autonomous Engine designed to process complex sports data. Unlike traditional betting scripts, OpenField utilizes Clean Architecture and Domain-Driven Design (DDD) to create a platform agnostic to specific championships (Multi-League Support).

The system is designed to "self-feed" via resilient background workers, process data using statistical models (Poisson Distribution + Machine Learning), and deliver real-time probabilities with high reliability.

🏗 Architecture & Tech Stack

The project is built on the latest .NET 10 ecosystem, leveraging C# 14 features for maximum performance and expressiveness.

• Core: Pure C# 14 Logic. Implements rich Domain Models and Strategy Patterns.
• Application: CQRS orchestration.
• Infrastructure:
  • Data: EF Core 10 & Dapper. optimized for high-throughput writes and low-latency reads.
  • Integrations: Resilient scraping with Polly.
• Presentation:
  • Web API: .NET 10 Minimal APIs / Controllers.
  • Worker Service: Native AOT-ready background agents.

🚀 Key Features (Roadmap)

• Multi-League Engine: Configurable RuleSets.
• Resilient ETL: Fault-tolerant ingestion pipelines.
• Predictive Core: Poisson Distribution & ML.NET integration.
• Event Sourcing (Planned): Temporal data tracking.

🤝 How to contribute

This is an Open Source project. If you love football, statistics, or want to practice the latest features of the .NET ecosystem, you are welcome to:

1. Open Issues with suggestions for new model variables.
2. Contribute code via Pull Requests.
3. Improve the technical documentation.

📄 License

This project is licensed under the GNU General Public License v3.0 (GPLv3). See the LICENSE file for more details.

By adopting this license, we ensure that OpenField and any improvements made by third parties remain open and free for the community.

🛠 How to Run

Requires .NET 10 SDK and SQL Server/Docker.

1. Clone the repo.
2. Update connection strings in appsettings.json.
3. Run dotnet ef database update.
4. Launch the Worker Service.

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Developed with ❤️ by Bruno Gabriel Knop.