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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

  • 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...

  • 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...

Deep Dives Articles

  • 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...

  • 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

  • Data Privacy via Encrypted SQLite

    While the main application state lives in standard RDBMS solutions, Gift Moments takes a specialized approach to user-specific data repositories.

    Read more: Privacy and...

  • 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...

  • 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