Writing · Topic

AI Product essays.

4 essays tagged “AI Product”.

Editorial illustration: phone and cloud connected by a balance line

AI Product·7 min read·Apr 7, 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·7 min read·Mar 31, 2026

Building AI Features Users Actually Trust

Trust is a product surface, not a model property. Notes from the AI-First CRM on the four affordances that moved reps from "let me double-check" to "let it log."

Editorial illustration: nodes connecting in a complex graph structure

AI Product·7 min read·Aug 09, 2026

LLM Orchestration in 2026: What I Learned Building a Pipeline That Actually Works

What I found after building a LangGraph pipeline for Mithivoices - the orchestration patterns that held up under real usage, and the ones that broke before anyone saw them.

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

AI Product·6 min read·Aug 09, 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.