Blog

Notes from the studio.

Thoughts on AI engineering, product design, and building software the right way — from Ayush, Komal, and Anushka.

AI Strategy

Why every SaaS product needs an AI-native architecture in 2026

Bolting a chatbot onto an existing product isn't AI strategy. Here's what AI-native actually means.

Jun 20266 min read
Engineering

RAG vs. fine-tuning: choosing the right approach for your data

A practical framework for deciding when to retrieve, when to fine-tune, and when to do both.

May 20268 min read
Case Study

How we cut clinical charting time by 63% with an ambient AI copilot

A behind-the-scenes look at the architecture behind our Solace Health case study.

Apr 20265 min read
Founder Notes

The founder's guide to hiring your first AI engineering partner

What to ask, what to avoid, and how to spot a team that ships versus one that just demos.

Mar 20267 min read
Cloud

Zero-downtime cloud migrations: a step-by-step playbook

The exact process we use to migrate production systems without a single minute of downtime.

Feb 20269 min read
Design

Design systems that scale: lessons from three years of client builds

What makes a component library actually get reused instead of rebuilt every project.

Jan 20266 min read

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