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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...
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...
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...
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.
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...
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...
The robustness of Gift Moments comes from its roots. The application is built upon my RAD System, a framework designed to accelerate development without sacrificing architectural quality.
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...
