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The Definitive Guide to Claude Code: Mastering Agentic Workflows, MCP, and Legacy Refactoring
access_time 2026-02-16T08:20:39.519Z face SaratahKumar C
1. Introduction: The Shift from Chat to Agentic Engineering Welcome to the future of software development. If you are reading this, you’ve likely spent the last few years pasting code snippets back and forth between a web browser and your IDE. We all have. It was a magical time when AI first started...
Model Eval in Generative AI: The Ultimate Guide to Metrics, RAG Frameworks, and Best Practices
access_time 2026-02-13T08:21:49.147Z face SaratahKumar C
Model Eval in Generative AI: The Ultimate Guide to Metrics, RAG Frameworks, and Best Practices Introduction: The "It Works on My Machine" Crisis If you have spent any time building applications with Large Language Models (LLMs), you have likely experienced the "magic moment." You write a prompt, may...
RAG in Generative AI: The Definitive 2025 Masterclass
access_time 2026-02-10T09:11:02.895Z face SaratahKumar C
RAG in Generative AI: The Definitive 2025 Masterclass Introduction: The RAG Revolution in 2025 If you have been following the trajectory of Generative AI, you know that the initial euphoria of 2023—where we marveled that ChatGPT could write a poem—has settled into the pragmatic engineering reality o...
FAISS in Generative AI: The Definitive Technical Guide to Vector Search and RAG
access_time 2026-02-09T08:41:42.388Z face SaratahKumar C
FAISS in Generative AI: The Definitive Technical Guide to Vector Search and RAG Introduction: The Memory Bottleneck in Generative AI We are currently living through a paradigm shift in software engineering. The rise of Large Language Models (LLMs) like GPT-4, Claude, and Llama has transformed how we...
Unlocking AI Agents: How Model Context Protocol (MCP)
access_time 2025-10-08T05:01:37.945Z face SaratahKumar C
MCP in Generative AI: The Complete Guide to Model Control Plane and Model Context Protocol - Architecture, Implementation, and Enterprise Deployment Executive Summary: Model Control Plane (MCP) represents the evolution of AI infrastructure from single-model applications to scalable, governed, multi-...