Beyond the Code
Notes from the engineering trenches.
Useful lessons and engineering trade-offs from building real software — .NET, distributed systems, cloud architecture and applied AI.
ASP.NET Core Performance: Measure Before You Optimize
A practical way to investigate slow .NET APIs using traces, database timings and allocation data before changing code.
Read article .NET 4 min readCancellation Tokens in .NET: A Small Detail With Real Consequences
How to propagate request cancellation in ASP.NET Core without confusing cancellation with timeouts or application errors.
Read article Applied AI 6 min readAdding LLM Features to a .NET Application Without Losing Control
Production considerations for integrating OpenAI, Anthropic and other LLM APIs into existing .NET systems.
Read articleBeyond the Code
Published on LinkedIn.
Code tips and production lessons, shared with the .NET community.
Your HTTP request was cancelled. Your SQL query wasn’t.
Follow request cancellation through every application layer to database queries and outgoing HTTP calls.
View post on LinkedIn LinkedIn carousel5 .NET Performance Mistakes That Hurt Production
Common .NET implementation pitfalls that become visible under production load, with practical examples.
View post on LinkedIn