Ayaan
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Thoughts on Building AI Products

Field notes from building agentic RAG, voice AI, and automated trading systems, on what actually breaks and what actually matters when you ship real AI products.

Making Crypto Feel Invisible to the User

Feb 10, 2026

Making Crypto Feel Invisible to the User

Building LazorTicket meant hiding wallets, gas fees, and NFTs behind something as simple as Face ID.

Building a No-Code Trading Platform From Scratch

Mar 3, 2026

Building a No-Code Trading Platform From Scratch

How Quanto lets retail traders build and backtest strategies without writing a line of code.

Why AI Agents Need a Human in the Loop

Apr 21, 2026

Why AI Agents Need a Human in the Loop

Lessons from building the agentic marketing system behind Klyq AI, where every action needs a yes or no from a person.

What It Actually Takes to Build a Product Solo

May 18, 2026

What It Actually Takes to Build a Product Solo

Notes from being the only engineer on Revoot, from the first line of code to the payment logic that has to be right.

Why Voice AI for Medical Records Has to Be Boring

Jun 9, 2026

Why Voice AI for Medical Records Has to Be Boring

Reliability, not cleverness, is the entire product when you are turning consultations into medical records.

Building Agentic RAG for a Regulated Industry

Jul 14, 2026

Building Agentic RAG for a Regulated Industry

What changes when the wrong answer from your RAG system is not just annoying, but unsafe.

The Real Bottleneck in Shipping AI Products

Aug 12, 2026

The Real Bottleneck in Shipping AI Products

After building agentic systems, voice AI, and RAG pipelines across several products, the model is rarely the hard part.

Scaling
Start-ups for Growth.

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AYAAN