The Real Difference Between Domain and Application Layer in Clean Architecture

I’ve lost count of how many times I’ve seen developers struggle with this question: “Should this logic go in the Domain layer or the Application layer?” Clean Architecture diagrams make it look simple, but when you’re staring at your actual codebase, the lines blur fast. You know the situation. You’ve got a business rule to implement. You open your project, see both folders, and pause. Put it in the wrong place, and six months later you’re wrestling with a mess of tangled dependencies and logic that’s impossible to test. ...

November 22, 2025 · 12 min
An illustration of a Swiss Army knife with an absurd number of impractical tools, representing the "generic hell" of over-engineered generic repositories.

Building Maintainable EF Core Repositories Without Generic Hell

Most EF Core projects start with a generic repository that soon turns into a mess of type parameters and leaky abstractions. In this post, learn how to design maintainable, aggregate-specific repositories that are clean, testable, and production-ready.

November 13, 2025 · Last modified: November 25, 2025 · 10 min

Hybrid Caching Strategies Beyond MemoryCache in ASP.NET Core

Your app performs well with MemoryCache for 1K users. But when traffic scales to 10K users across three load-balanced servers, cache misses explode and response times spike to 800ms. I’ve seen production APIs crash under load because the team relied solely on MemoryCache. Here’s how we fixed it with hybrid caching strategies that combine the speed of local memory with the consistency of distributed cache. TL;DR MemoryCache works for single servers but fails in distributed environments Hybrid caching uses MemoryCache (L1) + Redis (L2) for best performance Multi-tenant apps need tenant-scoped cache keys to prevent data leakage System.Text.Json provides the best balance of performance and debuggability Monitor cache hit ratios per tenant and cache level for optimal tuning MemoryCache works great for single-server applications, but it hits hard limits in distributed environments. This guide covers hybrid caching strategies that keep your multi-tenant ASP.NET Core apps fast and scalable, with real benchmarks and production-ready code. ...

October 20, 2025 · 7 min
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