Solutions Architect specializing in Azure, AI, and enterprise cloud-native development. Writing about architecture, AI agents, and building things that scale.
A comprehensive guide to building a Retrieval-Augmented Generation (RAG) system that combines vector databases, document processing, and large language models to create intelligent knowledge retrieval applications.
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A deep dive into the technical architecture of the Stretch Tracker app which combines computer vision and machine learning to monitor and encourage stretching habits for developers.
Learn how to create powerful custom .NET CLI tools that automate repetitive tasks, streamline workflows, and boost productivity. This step-by-step guide shows you how to build, package, and share command-line utilities for Microsoft Graph API interactions and generic HTTP requests, complete with practical examples for first-time CLI developers.
Learn how to deploy Ollama with Open WebUI locally using Docker Compose or manual setup. Run powerful open-source language models on your own hardware for data privacy, cost savings, and customization without complex configurations.
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Managing multiple Git repositories in complex projects like microservices can become unwieldy. This comprehensive guide introduces meta-repositories and Git submodules as a solution for coordinating multiple repositories while maintaining their independence. Learn how to create, manage, and troubleshoot meta-repositories with practical examples and workflows suitable for both beginners and experienced developers working in distributed systems.
Create a REST API that converts natural language into SQL queries using OpenAI, enabling non-technical users to access database information without SQL knowledge.
Learn how to perform CRUD operations and implement chunked upload strategies for Azure Blob Storage in a .NET and Angular application. Covers SAS tokens, container management, and production-ready file upload patterns.
Learn to implement file upload, download, search, and deletion in SharePoint using Microsoft Graph API with .NET, including authentication and error handling.
Create a modern AI chat application using .NET, Azure OpenAI, and Angular with real-time communication and document analysis capabilities.
Learn essential best practices for designing and implementing DTOs (Data Transfer Objects) in Clean Architecture. This guide covers how to create purpose-specific DTOs, implement effective mapping strategies, and improve API performance and maintainability.
Master Clean Architecture in .NET applications through a practical guide on separation of concerns, dependency flow, and building maintainable, testable code.
Learn how to properly configure Dependency Injection in Clean Architecture across multiple layers. This guide demonstrates how to register services, repositories, and utilities while maintaining separation of concerns for more maintainable and testable .NET applications.