Jatin Gupta
Jatin Gupta
Senior Architect @ HCL Tech
Jatin Gupta

Blog

212
The Complete Taxonomy of Intelligence: Unpacking the Differences Between AI, ML, DL, GenAI, LLMs, RAG, and Agentic AI

The Complete Taxonomy of Intelligence:…

Aug 22, 2026 In Agentic AI

AI, ML, DL, GenAI, LLMs, RAG, and Agentic AI are not interchangeable buzzwords — they form an evolutionary…

171
Building an Autonomous DevSecOps Engine (Agentic AI + RAG + MCP + CI/CD)

Building an Autonomous DevSecOps…

Aug 21, 2026 In DevOps

Move from automated pipelines to an intent-driven DevSecOps control plane - LangGraph orchestration,…

240
How to Build Agentic AI from Scratch

How to Build Agentic AI from Scratch

Jan 01, 1970 In Agentic AI

Build production-grade agentic AI with open-source tools: local LLMs, RAG, multi-agent teams, and evaluation…

212
Agentic AI + DevSecOps: The Next Evolution of Intelligent Software Delivery

Agentic AI + DevSecOps: The Next…

Aug 09, 2026 In Agentic AI

Your pipeline does not have a detection problem. It has a triage problem

255
Small vs Large: The Architecture Behind SLMs and LLMs — and How to Actually Choose

Small vs Large: The Architecture…

Aug 08, 2026 In Agentic AI

They share a transformer skeleton and almost nothing else. A practical guide to SLM vs LLM architecture,…

166
Running Agentic AI on a Token Budget: Cutting Agent Cost 10× Without Losing Reasoning Quality

Running Agentic AI on a Token…

Aug 08, 2026 In Agentic AI

Agent loops replay their entire context on every step. That single property is why most agentic pilots…