BuilderLab.ai

August 2025

How to Spot the 10% of AI Projects That Work

You’ve probably lived this déjà vu: someone pitches a shiny new feature, the slides are filled with screenshots of chat interfaces or “copilots,” and…

Aug 30 • 

Pranav Pathak

3

May 2025

Why I’m Building a Course on AI Strategy for Product Leaders

A few months ago, Gagan Biyani (co-founder of Maven) reached out and nudged me to consider creating a course.

May 17 • 

Pranav Pathak

4

April 2025

Prompt Frameworks for Unlocking ChatGPT's Deep Research Capabilities

And Exactly How to Use Them

Apr 13 • 

Pranav Pathak

84

2

Demystifying the Model Context Protocol

LLMs are no longer just text predictors — they’re turning into reasoning engines.

Apr 4 • 

Pranav Pathak

14

4

January 2025

What LLM technique is right for you?

Should you use RAG? Agents? Fine tuning? Or stick to system prompts?

Jan 22 • 

Pranav Pathak

6

1

Understanding LLM Agents

A product builder's perspective

Jan 6 • 

Pranav Pathak

16

3

December 2024

Think Big, Start Small

💡Ideation for AI Products

Dec 30, 2024 • 

Pranav Pathak

12

The Elusive Art of Prompt Writing

Crafting High-Quality Prompts: A Comprehensive Guide

Dec 21, 2024 • 

Pranav Pathak

36

3

A Product Builder's introduction to Large Language Models

Understanding the tech and core capabilities of LLMs

Dec 2, 2024 • 

Pranav Pathak

29

1

November 2024

Product thinking for Machine Learning

Or why understanding math shouldn't be the skill product folks bring to the ML table

Nov 16, 2024 • 

Pranav Pathak

14

4

The Product Builder's Guide to Machine Learning — Part 3 of 3

This is part two of a series of 3 posts exploring how Product Managers can build effective ML Products

Nov 2, 2024 • 

Pranav Pathak

1