https://subhajai.benchadhikul.com/tags/solution-architecture/Recent content in Solution Architecture on Subhajai BenchadhikulHugoen-usFri, 02 Oct 2026 09:10:00 +0700https://subhajai.benchadhikul.com/posts/2026-10-02-jev-a-fast-decision-model-not-another-llm/Fri, 02 Oct 2026 09:10:00 +0700https://subhajai.benchadhikul.com/posts/2026-10-02-jev-a-fast-decision-model-not-another-llm/TypeSafe AI’s new Jev model returns structured decisions with confidence scores instead of text. Here is what is publicly claimed, what is unproven, and where it could sit in an e-commerce architecture.https://subhajai.benchadhikul.com/posts/2026-10-02-cag-for-the-knowledge-that-never-changes/Fri, 02 Oct 2026 09:05:00 +0700https://subhajai.benchadhikul.com/posts/2026-10-02-cag-for-the-knowledge-that-never-changes/Cache-Augmented Generation skips retrieval entirely by preloading stable knowledge into the model’s context. For the right slice of an e-commerce stack, it is faster and simpler than RAG.https://subhajai.benchadhikul.com/posts/2026-10-02-rag-for-the-parts-of-commerce-that-change/Fri, 02 Oct 2026 09:00:00 +0700https://subhajai.benchadhikul.com/posts/2026-10-02-rag-for-the-parts-of-commerce-that-change/Retrieval-Augmented Generation is still the right tool for large, fast-moving knowledge. Here is where it earns its place in an e-commerce architecture, and where it does not.