From Rules to Reasoning: Three LLM Roles That Complete the Enterprise App
Author(s): Sanjay Krishna Anbalagan Originally published on Towards AI. The Question (hook) Where should LLMs plug into an enterprise app — without a rewrite — and what exact jobs should they do? The answer isn’t “everywhere.” It’s only where ambiguity sneaks in. …
Everyone Shows What MCP Does — But Nobody Tells You What It Abstracts
Author(s): Sanjay Krishna Anbalagan Originally published on Towards AI. Let’s Build This from Scratch — Developer Style You’ve probably seen this diagram in blog posts: But here’s the problem: Everyone shows you how to use MCP.Nobody explains what it abstracts — and …
Compare & Understand: Designing Chatbot Applications With a UI Mindset — Part 2
Author(s): Sanjay Krishna Anbalagan Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. In Part 1, we explored how designing chatbot applications can mirror the mental model of traditional UI-based frontend applications. As we …
Compare & Understand: Designing Chatbot Applications With a UI Mindset — Part 1
Author(s): Sanjay Krishna Anbalagan Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. As Generative AI evolves, chatbots are becoming a cornerstone of modern applications. Traditionally, front-end applications rely on UI-based interactions — users …
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