Guides & Resources
Practical field guides for founders, product leaders, and operators building with AI
Long-form guides on prompt engineering, agent workflows, AI product management, business decision systems, and operating with Marg.
All guides
7 field guides
The Missing Guide to Prompt Engineering
In this technological transition, a peculiar form of communication exists. It is not quite human or machine, but something in between.
The Agentic AI Product Management Field Guide
AI-First Discovery, Strategy, and Launch Management for Founders, Product Leaders, and Product Managers
Ship or Slip: The Product Manager's survival guide to win in the age of AI
I spotted Lenny Rachitsky through an email newsletter that shared his article having thousands of views and appreciations from product management practitioners. I knew he would provide great service to fellow professionals and to newcomers interested in pursuing a product management career.
Awesome AI Agents and Copilot Ideas
AI agents and copilots are everywhere, and everyone's talking about it. Still, most conversations about it remain vague and do not provide concrete ideas that can serve as a reference point to solve real problems, instead of abstract promises.
The Missing Playbook for Data Science Product Managers
You walk into a new product role, handed $2M and a clear mandate: use AI to supercharge your company’s sales engine. Six months later, your model is 89% accurate,technically impressive, yes,but customer engagement hasn’t budged. Revenue? Flat. Your CEO asks, “When do we see results?” and all you’ve got are excuses about infrastructure and iterations.
365 Days to Better You
The "365 Days to a Better You” newsletter will help you with decision, attention and energy you need to build a better version of you. 📬✨
From Request to Deliverable: The Marg Manual
The operator manual for Marg, the AI workforce for startups. Install it, route real work to specialist teams, read the evidence grades, and turn requests into deliverables.