🧪 Section 07
New Topics Added in AI Era
Ab pehle se pata tha — in topics ko samjho aur interviews mein impress karo
Agentic AI
Mainstream in 2025–2026
Sirf answer dena nahi — plan karo, execute karo, verify karo. Agentic AI ek instruction se puri workflow complete karta hai bina human ko baar baar bolne ke. GPT-5.4, Claude Sonnet 4.6, Gemini 3.1 Pro sab agentic ho gaye hain. NASSCOM ne ise 2026 ka "biggest shift" kaha hai. Start here: Claude Code, Cursor, LangGraph documentation.
MCP (Model Context Protocol)
Mainstream in 2025
Anthropic ka open protocol — AI models ko tools aur data sources se connect karta hai standardized way mein. Jaise USB port hai devices ke liye, MCP hai AI tools ke liye. Har major AI coding tool — Cursor, Windsurf, Claude Code — MCP use karta hai. Isko samjho kyunki every AI engineer isko use karega.
RAG (Retrieval-Augmented Generation)
Mainstream in 2024–2025
LLM ke paas sab kuch memory mein nahi hota — RAG use karke real-time database se information retrieve karo aur then generate karo. Indian enterprises sab RAG-based products build kar rahe hain — customer service, legal, healthcare mein. Learn: LangChain, LlamaIndex, or Haystack.
Sovereign AI
Mainstream in 2026
Apna desh, apna data, apna model. India ka Sarvam, BharatGen, Gnani — ye sab sovereign AI hai. Matlab ek country apna khud ka foundation model train kare — apne language, culture, aur data par. India AI Impact Summit 2026 ka central theme yahi tha. Sovereignty = control over AI infrastructure.
Vibe Coding
Mainstream in 2025
No-code, no planning — bas vibes se code banao. Natural language mein describe karo, AI (Cursor, Windsurf, Claude Code) pura app likhta hai. India ka Emergent $100M ARR isi trend par gaya. Founders jo code nahi jaante woh bhi ab products ship kar sakte hain. Risk: code quality aur security samjho.
LangGraph (Multi-Agent Orchestration)
Mainstream in 2025–2026
Multiple AI agents ko coordinate karne ka framework — ek agent research karta hai, doosra writes karta hai, teesra verify karta hai. Claude Code mein multi-agent parallelism already available hai. Enterprise AI pipelines mein LangGraph har jagah use ho raha hai. Isko seekhna 2026 ka most valuable skill.
On-Device / Edge AI
Rising 2026
AI jo cloud mein nahi, seedha tumhare phone par run kare — faster, private, no internet needed. Samsung + Qualcomm + Apple sab on-device AI ship kar rahe hain. India ke liye critical kyunki DPDP Act data privacy pe strict hai. TECNO EllaClaw bhi isi trend par hai.