Suraj Khaitan articles - 15 total
🚀 I Mass Terminated My Copilot Plans. Here's Why Claude Code Won.
How an agentic AI in the terminal replaced my IDE plugins, scaffold scripts, and half my Stack...
🚀 Stop Calling STS on Every Request: Redis Caching Patterns That Cut Login Latency by 10x
How caching sessions and temporary AWS credentials in Redis turned our auth layer from a bottleneck...
🔥 We Deleted Our Login Code: ALB OIDC for Serverless Frontends
How moving auth to the load balancer with ALB’s authenticate_oidc made our UI simpler, our defaults...
🧠 RAG in 2026: A Practical Blueprint for Retrieval-Augmented Generation
How to make LLMs feel “grounded” in your data—without turning your app into a...
Inside Google Antigravity: How AI Pair Programming Actually Works
A deep dive into the architecture, capabilities, and real-world coding experience with Google's...
Retrieval-Augmented Generation (RAG) Agents: How to Build Grounded, Tool‑Using GenAI Systems
If you’ve built a demo where an LLM answers questions over your docs, you’ve built RAG. If you’ve...
I Built 100+ Gen AI Agents: Architecture, Patterns, and Code You Can Reuse
If you’ve tinkered with Gen AI agents, you know the gap between cool demos and dependable systems is...
From Static Docs to Living Knowledge: Building an STS‑Aware Retrieval‑Augmented Agent Backend
We’ve all seen impressive GenAI demos. Yet, in day‑to‑day engineering, the questions are softer but...
🚀 The Ultimate Guide to Intelligent Document Parsing: Building a Universal File Reader System
How to extract meaningful data from PDFs, Excel sheets, images, and 10+ file formats using smart...
Building a Production-Ready LangGraph-Style Agent: From Raw Documents to Structured Intelligence
A pragmatic walkthrough of orchestrating extraction, summarization, memory, and routing using graph...
Building a Scalable Agent-to-Agent (A2A) Communication Protocol on AWS
Introduction In the rapidly evolving landscape of AI agents and autonomous systems,...
From Pixels to Insight: Building a Unified Multi‑Modal GenAI Knowledge Base
Summary Modern enterprise knowledge isn’t just text. It lives in PDFs with embedded...
Building the Future: How to Deploy AI Agent Teams That Scale to Millions Using AWS Lambda and Crew AI
Introduction In the rapidly evolving landscape of artificial intelligence, building...
Why Your RAG System is Failing: The Graph Database Secret That Boosted Our Retrieval Accuracy by 60%
Introduction In the rapidly evolving landscape of Retrieval-Augmented Generation (RAG),...
Deploy MCP Server in AWS Lambda Without Containers: A Complete Guide
Breaking the container dependency barrier - How we solved serverless MCP deployment using pure AWS...