Intelligent CI/CD Orchestrator for .NET Applications
An intelligent pipeline orchestration platform for automated .NET application delivery
Project Overview
Modern CI/CD pipelines often execute the same sequence of build, test, and deployment stages regardless of the scope of code changes. While this approach ensures consistency, it frequently results in unnecessary pipeline executions, increased build times, and inefficient use of computing resources. This project addresses these limitations by introducing an Intelligent CI/CD Orchestrator that analyzes repository changes and automatically selects the most appropriate GitHub Actions workflow based on the impact of the modifications.
Developed using .NET 10 and ASP.NET Core, the platform integrates with the GitHub REST API to trigger GitHub Actions workflows and provides a web-based dashboard for monitoring pipeline execution in real time. The orchestration engine classifies repository changes into different impact levels and dynamically chooses between Quick Build, Build & Test, or Full Pipeline workflows, ensuring that only the necessary stages are executed. Execution history is stored using SQLite, while Serilog provides structured logging for monitoring and debugging.
The project demonstrates how intelligent decision-making can be incorporated into modern DevOps practices to improve development efficiency, reduce unnecessary pipeline execution, and provide developers with greater visibility into the software delivery process. By combining automated workflow selection, real-time monitoring, and seamless GitHub integration, the platform serves as a practical implementation of an AI-inspired CI/CD orchestration system for .NET applications.
Technology Stack
- .NET 10
- ASP.NET Core Web API
- Razor Pages
- GitHub Actions
- GitHub REST API
- SQLite
- Serilog
System Architecture
The platform analyzes repository changes, classifies the scope of modifications, and intelligently selects the most appropriate GitHub Actions workflow.
- Repository Change Analyzer
- Decision Engine
- Pipeline Executor
- GitHub Actions Service
- GitHub REST API
- SQLite Database
System Workflow
- User triggers the pipeline through the dashboard or API.
- Repository changes are analyzed.
- Change impact is classified.
- The optimal GitHub Actions workflow is selected.
- The workflow executes automatically.
- Execution status is monitored in real time.
Key Features
- Intelligent pipeline selection
- GitHub Actions integration
- Real-time dashboard
- REST API
- SQLite execution history
- Structured logging with Serilog
Results
- Reduced unnecessary pipeline executions.
- Automated CI/CD workflow selection.
- Improved developer productivity.
- Real-time DevOps pipeline monitoring.