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Analysis > CodeExperience as a Service

From assembly of the C64 to NestJS architectures.
40 years of technological evolution distilled into practical guides for professionals and aspiring devs.

Apprentice Lab Cards

  • My Answer to Rebuilding

    If you have read my introduction, you know my mantra: I hate rebuilding. Every time I started a new project from scratch — setting up authentication, JWT, Docker, user management, role guards — I was not building the product. I was rebuilding the scaffolding I had already...

    Read more: RAD System...

  • Security and Abstraction by Design

    The question I asked myself when I started designing the RAD-System backend was simple: what is the code I write every single time I start a new project? Authentication, audit fields, CRUD operations, ownership checks. Always the same things. Always with the risk...

    Read more: RAD-System...

  • Designed to Be Simple in Production

    One of the things I have learned across many projects is that deployment complexity kills maintenance. If putting a new version live requires someone to remember a sequence of steps, connect to multiple servers, or have the build toolchain installed in...

    Read more: Docker...

Deep Dives Articles

  • The Art Behind Every Line

    After 40 years writing software, I have come to one conclusion that no framework, no language, and no AI has changed: building something that truly works — simple or complex — is not just technical competence. It is craft. And craft is art.

    Read more: Code is Craft

  • Angular Without the Ceremony

    I have used Angular since its early versions. Over time I have seen the framework accumulate ceremony — NgModules, complex provider chains, state management libraries that require their own learning curve just to store a simple flag. For most applications, it is too...

    Read more: RAD-System...

  • My Answer to Rebuilding

    If you have read my introduction, you know my mantra: I hate rebuilding. Every time I started a new project from scratch — setting up authentication, JWT, Docker, user management, role guards — I was not building the product. I was rebuilding the scaffolding I had already...

    Read more: RAD System...

  • Embeddings & Reranking

    Why I Build Embedding Generation as a Microservice

    Vector embeddings are the heart of semantic search. They're the mechanism that transforms meaning into mathematical space. But generating them isn't free—it requires computational overhead, model loading, and careful...

    Read more: FastAPI NLP...

  • Gift Moments: Reimagining the Time Capsule

    "Turn every gift into a perfectly timed surprise"

    In a world where everything moves fast and moments slip away, Gift Moments (formerly Time Capsule) gives you the power to slow down, preserve what matters, and send love and gifts across time.

    Read more: Introduction