sricodes
Articles

Ideas worth building on.

Deep dives on AI development, business strategy, and what it really takes to build with AI — not just use it.

Technical8 min read

How to Build a RAG Pipeline That Actually Works in Production

Most RAG tutorials stop at the happy path. Here's everything that breaks at scale — chunking, reranking, evals — and how to fix it.

Coming soon
Technical6 min read

LLM Context Windows: What 128k Tokens Actually Means for Your Product

A practical breakdown of context management, chunking strategies, and why naive approaches silently fail your users.

Coming soon
Technical10 min read

Tool Use & AI Agents: The Mental Model That Makes It Click

Forget the hype. Here's a first-principles breakdown of how tool-calling agents work and when you should (and shouldn't) build one.

Coming soon
Business Impact7 min read

The AI ROI Framework: Evaluating AI Investments Without Getting Burned

A CXO's guide to separating AI that moves the needle from AI that just looks good in a pitch deck.

Coming soon
Business Impact9 min read

Why Your AI POC Failed (And What To Do About It)

The four most common reasons AI pilots stall — and the organizational patterns that actually make AI stick.

Coming soon
AI & Future5 min read

The Builder vs. User Divide in AI — Which Side Are You On?

There's a growing gap between people who use AI and people who build with it. Here's why it matters and how to cross over.

Coming soon
AI & Future10 min read

What Agentic AI Actually Means for Software Engineers

AI agents are real now. Here's what changes for your stack, your role, and your career over the next 18 months.

Coming soon
AI & Future6 min read

India's AI Moment: Why the Next Wave of AI Builders Will Come from Here

The talent, the hunger, and the structural advantages that make India uniquely positioned for the agentic AI era.

Coming soon
Stay in the loop

Get notified when new articles drop

No newsletter cadence fluff. Just signal when something worth reading is out.

Book a discovery call instead

Or email directly — [email protected]