Complete AI Course on Prompting, Evals, RAG, and Fine-Tuning | Adam Loving (Meta)
Adam Loving (Meta) has helped 100s of companies craft AI products. Our interview is a complete, beginner friendly AI course on how to use prompting, evals, RAG, and fine-tuning to build great AI products.Timestamps:(00:00) The 2 types of AI optimizations every PM needs to know(02:52) 4 tips to craft compelling AI prompts(07:14) 4 types of AI evaluations to consider(12:06) The scoring trick for advanced AI evaluations(21:50) Retrieval augmented generation explained(27:29) Is fine-tuning basically lobotomizing your AI model?(30:31) Now I finally understand vector databases (41:40) Why Meta thinks open source will win(44:04) Adam's best advice after leading 100s of AI integrationsWhere to find Adam:LinkedIn: https://www.linkedin.com/in/adamloving/Website: https://www.llama.com/Get the takeaways: https://creatoreconomy.so/p/complete-ai-course-on-prompting-evals-rag-fine-tuning-adam-loving📌 Subscribe to this channel – more interviews coming soon!
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How to Advance Your Career Without Managing People | Sam Gregg-Wallace
Today, I want to share a new episode with Sam Gregg-Wallace.As VP of Talent at Shopify, Sam is building a radical career system where ICs are paid the same as managers, AI usage is mandatory, and employees can advance their career by mastering their craft. If you’re tired of the corporate ladder, then this episode is for you.Timestamps:(00:00) It's time to kick down the traditional corporate ladder(02:00) Shopify's dual career path for crafters and managers(04:32) Live demo: Why Shopify employees have "mastery points"(09:07) "Show me the outcome and I'll show you the incentive"(17:00) Live demo: Employees choose their equity/cash split every quarter(24:04) She made one video and got hired in 20 hours(27:36) Driving AI adoption in Shopify after Tobi's AI memo(32:01) Shopify's "low distraction" mode internal operating system(39:22) 3 rules to build a crafter's paradise at your companyWhere to find Sam:LinkedIn: https://www.linkedin.com/in/samgreggwallace/Website: https://www.shopify.com/news/masteryGet the takeaways: https://creatoreconomy.so/p/how-to-advance-your-career-without-managing-shopify📌 Subscribe to this channel – more interviews coming soon!
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From Idea to Product in 30 Min Using AI Agents (Full Tutorial) | Claire Vo
Claire is the Chief Product Officer of LaunchDarkly, founder of ChatPRD, and host of the How I AI podcast. No product leader uses AI as much as Claire so I was thrilled to get her to demo how she builds a new feature with AI agents and how she’s advising PMs to adapt to AI in the next 18 months.This episode is brought to you by Vanta — Join 9K+ companies like Atlassian who use Vanta to manage risk and prove security in real-time. Get $1000 off at https://vanta.com/peterTimestamps:(00:00) Why traditional PM is dead (and what's coming next)(01:46) Live demo: Building a new feature using ChatPRD and Devin(05:34) The prompting trick that makes AI work like a real team member(08:08) Why Devin has replaced Cursor for 70% of Claire's coding needs(21:05) How Claire uses AI to build product strategy(34:22) Balancing CPO duties, side projects, and family(37:24) The real reason product management jobs are changing(42:43) 3 skills that will future-proof your PM career in the AI era(50:05) Why we’re entering the year of multiplayer AI agentsWhere to find Claire:X: https://x.com/clairevoPodcast: https://open.spotify.com/show/4aRP2XSavdtrLG5FZoonOKGet the takeaways: https://creatoreconomy.so/p/how-to-become-an-ai-product-leader-claire-voGet the takeaways:https://creatoreconomy.so/p/from-idea-to-product-in-30min-using-ai-agents-claire-vo
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Figma's AI Prototyping Tool is Here and...It's a MUST TRY | David Kossnick
David is the Head of AI Product at Figma and gave me an exclusive demo of Figma Make, Figma’s new AI prototyping tool. We had a great chat about how Make stands out from other tools and how it works under the hood, including a deep dive on evals.This episode is brought to you by Merge — Merge gives SaaS companies like Ramp and Drata a single API to launch over 200 product integrations fast. Book a meeting via https://www.merge.dev/peteryang and get a $50 Amazon gift card when you attend.Timestamps:(00:00) Building the best design-to-prototype tool in the market(03:17) Demo: From static image to interactive solar system(06:05) 3 ways that Make stands out from other prototyping tools(12:01) How Make actually works behind the scenes(15:21) 4 types of evals to improve Make's AI prototypes(17:40) How the "Great Bakeoff" transformed the product(23:29) The biggest product challenges in building Make(27:23) Why prototypes are now the gold standard for design(35:07) How Figma learned from its past AI mistakes(40:36) Demo: Drawing apps, games, and more with MakeWhere to find David:LinkedIn: https://www.linkedin.com/in/davidkossnick/Website: https://www.figma.com/make/Get the takeaways: https://creatoreconomy.so/p/figmas-make-ai-prototyping-tool-is-here📌 Subscribe to this channel – more interviews coming soon!
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The Best AI Coding Tools to Use in 2025 | Colin Matthews
Colin Matthews has taught 1000+ students on how to prototype apps with AI. In this interview, we demoed the best AI coding tools for each use case - from prototyping to production apps.This episode is brought to you by Vanta — Join 9K+ companies like Atlassian who use Vanta to manage risk and prove security in real-time. Get $1000 off at https://vanta.com/peterTimestamps:(01:02) The current state of AI coding tools and what to expect (06:43) Text-to-prototype showdown: Bolt vs. V0 vs. Lovable vs. Replit(09:09) The surprising winner for Figma-to-prototype conversion (17:30) Building JavaScript games with a single prompt (24:28) Full-stack app development: Cursor vs. Windsurf (32:57) Our recommendations for each AI coding use case (35:34) Why enterprise players could dominate the AI prototype market (39:29) Can non-engineers really build production apps with AI?Where to find Colin:LinkedIn: https://www.linkedin.com/in/colinmatthews-pm/Course: https://maven.com/tech-for-product/tech-fundamentalsGet the takeaways: https://creatoreconomy.so/p/an-opinionated-guide-on-which-ai-coding-tool-2025📌 Subscribe to this channel – more interviews coming soon!
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