Home Archive Issue #437
Issue #437

EF Core, Polly v8, and local AI

Coverage includes EF Core query tuning, testing seams, Span-based parsing, Visual Studio Azure debugging, and local LlamaSharp AI in .NET.

Jasen's top three picks

  1. 1
    EF Core Query Performance — How to Write Fast and Efficient Queries

    akash-shah.medium.com

    A solid refresher on the EF Core basics that actually move the needle, especially projection, tracking choices, and index-aware query shape.

  2. 2
    Testing Needs a Seam, Not an Interface

    codeopinion.com

    This is a useful pushback against interface-first design when the real goal is creating testable seams with less architectural ceremony.

  3. 3
    I Built a .NET Library for ACH Files — and Made It Much Faster Than the Popular Alternative

    medium.com

    Nice performance-minded library work here, with Span and ref struct choices showing how low-level .NET primitives can pay off in real parsing workloads.

Editor's note

I kept this one nicely mixed on purpose. The EF Core query tuning piece is practical and immediately useful, and the Polly v8 guide matters because so much older resilience advice is now stale. I also liked the testing seams article for challenging a common architectural reflex without drifting into purity debates.

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