How to Implement a Specification in C# From Scratch
Build a dependency-free C# specification pattern example with immutable named rules, an explicit null policy, focused tests, and balanced design tradeoffs.


Build a dependency-free C# specification pattern example with immutable named rules, an explicit null policy, focused tests, and balanced design tradeoffs.
Learn how Microsoft.Extensions.AI embeddings .NET pipelines use batching, vectors, caching, telemetry, and decorators to keep retrieval work observable.
Welcome to another issue of Dev Leader Weekly! In this issue, I discuss GPT-5.6 Sol catching real bugs while agent review loops quietly expand scope and time.
This week covers NLog performance and routing, practical C# design patterns, and a stable .NET architecture for RAG and embeddings. New videos dig into AI-assisted workflows, navigating large codebases, burnout, and the path beyond senior engineer.