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    13 blog available in the DeepSeek directory

    Articles, tutorials, and deep dives on this AI platform — from getting-started guides to advanced techniques and real-world use cases.

    Curing a Transcription Worker That Kept Dying on Cloud Run with Streamingarchitecture

    Curing a Transcription Worker That Kept Dying on Cloud Run with Streaming

    A transcription worker kept getting OOM-killed on Cloud Run. Raising the memory limit only inflated the bill. Here's how a streaming redesign fixed memory, cost, accuracy, and testability at once.

    S
    Seiya Izumi
    Physics, Engineering, and Architecture in Software Systems and the obsession with Architecturearchitecture

    Physics, Engineering, and Architecture in Software Systems and the obsession with Architecture

    Something that has been bothering me for a while in the software industry is how disproportionately...

    R
    Rodrigo Vidal
    Gubernator [the kill k8s]architecture

    Gubernator [the kill k8s]

    Why I built an alternative to Kubernetes overkill. Let’s talk about infrastructure...

    M
    Mario Ezquerro
    The Kubernetes Overkill: Why I Built a "K8s Killer" for Small Environmentsarchitecture

    The Kubernetes Overkill: Why I Built a "K8s Killer" for Small Environments

    Let’s be honest: Kubernetes is the undisputed king of orchestration. But if you are running a small...

    M
    Mario Ezquerro
    How to Build a Custom AI Quality Gate on Cloud Run (From Zero to Production)architecture

    How to Build a Custom AI Quality Gate on Cloud Run (From Zero to Production)

    In my previous article about treating architecture documentation as a first-class asset, I had a...

    A
    Alexander Tyutin
    From Monolith State to Stateless Microservices: A Real-World Refactorarchitecture

    From Monolith State to Stateless Microservices: A Real-World Refactor

    ...

    E
    Eslam Genedy
    Architecture Documentation as a First-Class Engineering Assetarchitecture

    Architecture Documentation as a First-Class Engineering Asset

    How autonomous AI agents can generate a complete architecture snapshot of your microservices platform...

    A
    Alexander Tyutin
    Breaking Free from the Render Cycle: Event-Driven Frontend Architecturearchitecture

    Breaking Free from the Render Cycle: Event-Driven Frontend Architecture

    React encourages a very specific mental model: data flows top-down. Parents pass props to children,...

    I
    Ishan Bagchi
    Decisions, Decisions -- Thoughts on making architectural decisionsarchitecture

    Decisions, Decisions -- Thoughts on making architectural decisions

    Architectural decisions shape codebases for years. Here are the principles I've developed over 25 years to make better ones — covering simplicity, vendor lock-in, reversibility, and total cost of ownership.

    A
    Alex Chan
    Understanding Next.js Rewritesarchitecture

    Understanding Next.js Rewrites

    Most people use Next.js very superficially. Routing, SSR, maybe API routes — and that’s it. But...

    E
    Emeruche Ikenna
    NextLiber VRM — Running Unity projects outside the Unity runtimearchitecture

    NextLiber VRM — Running Unity projects outside the Unity runtime

    Unity’s editor and asset ecosystem are incredibly powerful, but its runtime is heavy, closed, and...

    A
    Akito Hayasaka
    Building Melange: Zanzibar‑Style Auth Without a Separate Servicearchitecture

    Building Melange: Zanzibar‑Style Auth Without a Separate Service

    Over the holidays, I finally had some time to breathe and dive into a few "itch-to-scratch" side...

    P
    Patt-tom McDonnell
    Solving the 1MiB ConfigMap Limit in Kubernetesarchitecture

    Solving the 1MiB ConfigMap Limit in Kubernetes

    If you have built a Kubernetes Operator in 2025, you eventually hit the "State Problem." You start...

    A
    Aonnis

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