Blog

Notes from the studio.

Thoughts on AI engineering, product design, and building software the right way — from Ayush, Kumari Abhilasha, and Adarsh.

AI Strategy

Why Indian SMEs need AI-native websites & WhatsApp automation in 2026

How Indian retail, education, and service businesses are multiplying revenue by combining fast Next.js sites with WhatsApp automation.

Jun 20266 min read
Case Study

How modern schools in India increase admissions with a fast Next.js portal

A deep dive into how Nav Bharat Public School modernized its digital presence and streamlined online admissions inquiries.

May 20267 min read
Engineering

RAG vs. fine-tuning: building multilingual AI systems for Indian businesses

A practical guide to building AI tools that understand Hinglish, Hindi, and regional domain terminology with zero hallucination.

Apr 20268 min read
Founder Notes

The Indian Founder's Guide to hiring high-performing full-stack AI engineers

What to look for, what questions to ask, and how to partner with a senior engineering studio that actually ships production code.

Mar 20265 min read
Cloud

Zero-downtime cloud migrations on AWS Mumbai (ap-south-1) & Cloudflare

The exact blueprint we use to achieve sub-50ms latency across Indian cities with 99.99% uptime and low infrastructure bills.

Feb 20269 min read
Design

Design systems that convert: lessons from building for Bihar & Indian retail

How to design mobile-first, high-trust interfaces that load instantly on 4G networks and convert visitors into WhatsApp leads.

Jan 20266 min read

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