Chapter 8: RMS Normalisation and Residual Connections
What You'll Build Two architectural patterns that make deep networks trainable: RMSNorm (keeps activations from exploding or vanishing) and residual c…
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Deadlock-Free by Construction: How Typhon Eliminates Deadlocks Instead of Detecting Them
💡Typhon is an embedded, persistent, ACID database engine written in .NET that speaks the native language of game servers and real-time simulations: en…
Chapter 7: The Training Loop and Adam Optimiser
What You'll Build A complete training loop that processes documents, computes loss, backpropagates gradients, and updates parameters using the Adam op…
Decoupling with Chain of Responsibility Pattern in C#
The article cooperates with the sample project . Walkthrough with the downloaded project is not required, but I recommend it for better understanding.…
Chapter 5: Linear Transformation and Softmax
What You'll Build Two helper functions that show up in nearly every layer of a neural network: Linear takes an input vector and a weight matrix, multi…
How I Built GPU-Accelerated Frosted Glass and Acrylic Blur for .NET MAUI (And Why Every Other Library Gets It Wrong)
Blur on Android in MAUI is kind of a mess. I needed a frosted-glass effect over a scrolling message list and everything I tried either stuttered or ju…
C# Lowering: The Compiler Magic Behind Your Code
This article is based on official sources, compiler code exploration, experimentation using decompiler tools, and real-world experience. Have you ever…
The Timeless Marriage: GoF Visitor, LINQ Expression Trees, and Why 30-Year-Old Patterns Still Ship Code
Patterns Don't Die — They Get Promoted to the Standard Library LINQ: Still Beautiful After All These Years The Marriage: How LINQ Queries Actually Wor…
Muonroi Building Block: an open-core .NET foundation for rule engines, decision tables, and multi-tenancy
Repository: https://github.com/muonroi/muonroi-building-block Status: public repo, open-core (Apache-2.0 OSS packages + commercial-licensed packages).…
Kaufland.SellerApi Unleashed: Build Marketplace Integrations in Minutes with .NET 8
TL;DR: Kaufland.SellerApi is a modern, open-source C# SDK built for .NET 8 that wraps all 24 Kaufland Marketplace Seller API endpoints. It handles HMA…
ACR is designed as a printer-independent report rendering service, not just a library.
Introduction I have added an HTTP interface to the report engine ACR (Across Report Renderer). By making ACR available over HTTP, it can be used as a …
Health Checks in ASP.NET Core: Beyond the Basic /health Endpoint
A service returning 200 OK on /health doesn't mean it's healthy. It means the process is alive and the route handler executed. Your database could be …
Roslyn-Powered C# Analysis, Real NuGet DLL Reflection, and Safe Live File Editing for Claude — Privately, On Your Machine via MCP
I built an MCP server that gives Claude surgical access to your C# codebase — locally, token-efficiently, without leaking code If you've ever watched …