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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

  • 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...

  • 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...

  • 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...

Deep Dives Articles

  • Freedom of Choice

    Configuration-Driven Architecture for Multi-LLM Support

    You've spent the last three articles learning about a solid backend, fast embeddings, and a beautiful frontend. Now comes the moment that makes this system truly remarkable: you can swap LLM providers without touching code.

    Want to...

    Read more: LLM Provider...

  • Controlled, Modular, Expert-driven RAG Platform

    In the age of AI, organizations are drowning in documentation. Policy manuals, training materials, internal wikis, technical specs—the information exists, but finding the right answer at the right time remains a challenge. This is the story of...

    Read more: My Journey...

  • Your Linux Development Environment on Windows

    This guide is for Windows users who want a real Linux development environment — fast, native, and without the overhead of Docker Desktop. If you are already on Linux, skip to the section on creating the workspace structure.

    Read more: Setup WSL

  • Every Choice Has a Reason

    I have changed my development environment many times over forty years. Every time I thought I had found the definitive setup, something better came along. Today, I have stopped searching. Here is what I use — and more importantly, why.

    Read more: My...

  • 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