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Notes from the workshop

How we build systems, design decisions, engineering patterns, and startup lessons, written by the people doing the work.

AIFeatured

How we built an anti-hallucination AI mentor for GitaConnect

Domain-locking an LLM to a single canonical text and validating every citation against a device-resident datastore.

Aryan Dev · May 18, 20268 min
Engineering

Offline-first, done right: our hybrid persistence pattern

Write local first, sync to the cloud with a retry-safe scheduler so users never lose a single tap.

Omkar Pujeri · Apr 30, 20267 min
Design

Designing haptics that feel sacred, not gimmicky

The three-tier haptic system behind the Digital Jaap counter, and why restraint matters.

Abhijit Balpande · Apr 12, 20265 min
Startup

Why we're a product-first company (that still does services)

Services fund the mission. Products are the mission. How we balance both without losing focus.

Kamakshi Goyal · Mar 28, 20266 min
Product

Mapping emotion to scripture: the mood-verse engine

An animated pleasantness slider, a JSON mapping table, and a one-per-day guarantee.

Aryan Dev · Mar 10, 20266 min
Development

Shipping premium marketing sites fast with Next.js & Tailwind

The stack and patterns we reuse to build sites that load instantly and feel expensive.

Abhinav Kumar · Feb 22, 20265 min

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