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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.

Setup Your Dev Env Orchestrated Mdular RAG RAD Framework

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...

  • 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...

  • User Level: Intermediate
  • Article Type: TechArticle
  • Dependencies: Dev, NestJS, Angular, Docker, WSL

Deep Dives Articles

  • Docker, Monitoring, and Scaling

    From Development to Production: Build Once, Deploy Everywhere

    You've built the pieces. A robust backend with RAD-System patterns, a beautiful Angular frontend, orchestrated workflows, and flexible LLM provider switching. Now comes the infrastructure: how do you...

    Read more: DevOps &...

  • 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...

  • 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

  • The Art of Simple Service Orchestration

    Why Visual Workflows Beat Custom Code (And When to Extend Them)

    When people hear "n8n," they think "workflow automation platform with 1000 pre-built connectors." That's the marketing angle. But in enterprise RAG systems, n8n's real superpower is something...

    Read more: n8n...

  • 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...

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