Writing · Topic

AI Product essays.

5 essays tagged “AI Product”.

Illustration: a phone lock screen showing four identical ₹500 payment notifications, three of them marked retry

AI Product·4 min read·Oct 25, 2026

The Double-Click Test: The Requirement Every AI Agent That Pays Needs

A double-click created two donations in a system my team built. An AI agent paying over UPI can repeat that on every retry. The fix, and six spec questions.

Editorial illustration: phone and cloud connected by a balance line

AI Product·7 min read·Jul 28, 2026

Local AI vs Cloud AI: Decisions Behind FitWardrobe

Why FitWardrobe runs its model on the phone even though the cloud version would be more accurate - a real trade-off table, not a manifesto.

Editorial illustration: two hands meeting with a glowing node between them

AI Product·5 min read·Jul 17, 2026

Building AI Features Users Actually Trust

Trust is a product surface, not a model property. Design notes from an AI-first CRM prototype: the four things I would add before asking a rep to rely on it.

Editorial illustration: nodes connecting in a complex graph structure

AI Product·6 min read·Aug 21, 2026

LLM Orchestration: What I Learned Building a Chain and an Agent

Two small builds, two shapes: Mithivoices is a plain three-step chain, the AI-First CRM prototype is a LangGraph agent with five tools. What each shape was good for, and where the agent needed guard rails.

Editorial illustration: a machine learning model next to a robotic agent

AI Product·6 min read·Aug 28, 2026

Agentic AI vs Machine Learning: A PM's Guide to Knowing the Difference

The one-paragraph difference between ML and agentic AI that most definitions get wrong - and why it matters for the products you are scoping right now.