Notion's New AI Agents for Work Blew Me Away (Full Tutorial) | Akshay & Ryan
Everyone calls their AI product an “agent” but Notion’s actually live up to the hype. It took Akshay (Notion’s co-founder) and Ryan (AI lead) 2 years of failure to build agents that can create databases, respond to Slack, and more. We had a great chat about their most surprising lessons from building the best AI agents for work.We talked about:(00:00) What it really took to build agents that actually work (01:38) Live demo: Watch a database build itself in real-time (04:56) How Akshay writes docs by just talking to AI 90% of the time (20:15) The real difference between AI slop and useful AI agents (34:43) Personalizing agents with custom memory and instructions (39:59) Live demo: Building a custom Notion agent for Slack (49:03) What Notion looks for when hiring AI-native buildersGet the takeaways: https://creatoreconomy.so/p/how-notion-built-the-best-ai-agents-for-work-akshay-ryanWhere to find:Akshay: https://x.com/akothariRyan: https://x.com/_ryannystromNotion AI agents: https://www.notion.com/blog/introducing-notion-3-0📌 Subscribe to this channel – more interviews coming soon!
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Inside Gemini and NotebookLM: How Google is Shipping Non-Stop | Josh Woodward
Josh is the the VP of Gemini, Google Labs (NotebookLM), and AI Studio and widely considered one of Google’s most beloved leaders. In our interview, he demoed how to get the most out of Gemini and NotebookLM, the startup culture inside Google, and where he thinks Gemini is headed next.We talked about:(00:00) How Josh brings startup hustle to Google(01:19) Live demo of Nano Banana's top image use cases(07:12) Using NotebookLM to turn 70 sources into talking slides(12:36) How Google Labs shipped Flow TV in 86 days(18:20) The #1 way to move fast in big companies(22:02) What Josh looks for when hiring (hint: side projects)(31:32) Why we won't be typing to AI chatbots in the future(38:44) Gemini's future as a proactive assistant that knows your lifeGet the takeaways: https://creatoreconomy.so/p/inside-gemini-and-notebooklm-how-google-is-shipping-non-stop-josh-woodwardWhere to find Josh: X: https://x.com/joshwoodward Website: https://gemini.google.comhttps://labs.googlehttps://aistudio.google.com/📌 Subscribe to this channel – more interviews coming soon!
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Full Tutorial: A Proven 3-File System to Vibe Code Production Apps | Ryan Carson
Today, I want to share a new episode with Ryan Carson.Ryan is a serial founder who has developed an amazing 3-file system to vibe code without frustration that has 5,000+ stars on Github. In our interview, he demoed adding a new feature to his production app by using AI to create a spec, generate atomic tasks, and build automated tests for each task.Ryan and I talked about:(00:00) Why his 3-file AI coding workflow works so well(03:22) Explaining each file: PRD, atomic tasks, test-driven development(08:02) Live demo: Building a new feature from scratch(22:32) How to practice test-driven development to avoid bugs(34:18) How to get AI to be your tutor to become more technical(42:03) Pain pills vs vitamins: Why divorce is a great AI business(45:23) How to start a one-person company with AI's helpGet the takeaways: https://creatoreconomy.so/p/full-tutorial-a-proven-3-file-system-to-vibe-code-production-apps-ryanWhere to find Ryan:X: https://x.com/ryancarsonWebsite: https://www.ryancarson.com/📌 Subscribe to this channel – more interviews coming soon!
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AI Evaluations Crash Course in 50 Minutes (2025) | Hamel Husain
Today, I want to share a new episode with Hamel Husain.Hamel has trained 2,000+ PMs and engineers from companies like OpenAI, Anthropic, and Google on how to run AI evals. In my new episode, he shares a free master class on how to build evals for a real AI agent in just 50 minutes using a simple spreadsheet. I learned a lot from Hamel and I think you will too.Hamel and I talked about:(00:00) What the most valuable part of evals is(01:25) Live walkthrough: Analyzing 100 real production traces(09:50) Creating the eval criteria using a simple spreadsheet(24:44) Why binary pass/fail ratings beat 1-5 scores every time(28:52) The agreement metric trap that fools most PMs(30:08) True positive and negative rates explained(36:00) How to set up continuous evals in productionGet the takeaways: https://creatoreconomy.so/p/ai-evaluations-crash-course-in-50-minutes-hamel-husainWhere to find Hamel:X: https://x.com/HamelHusainWebsite: https://hamel.dev/📌 Subscribe to this channel – more interviews coming soon!
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Full Tutorial: From Design to Code with Claude Code in 40 Minutes | Meaghan Choi
Today, I want to share a new episode with Meaghan Choi.As the design lead for Claude Code, Meaghan not only designs new features but also ships code on a regular basis. She showed me her exact design to code workflow along with her top 3 use cases for Claude Code. This interview is a must-watch if you’re a designer or PM who dreams of shipping to production. Meaghan and I talked about:(00:00) Why shipping to prod as a designer feels "terrifying and magical"(02:36) Top 3 design workflows with Claude Code(07:20) How designers can get engineers to let them ship code(11:06) Live demo: From Figma design to working code in minutes(19:10) Custom Claude.md files to make AI work for designers(22:47) How Anthropic ships features in days, not months(28:22) Meaghan's favorite Claude Code shortcuts and pro tips(33:58) The future of design roles in an AI-native worldBrought to you by:Linear — The operating system for AI agents. Get 6 months free of Linear Business here: https://linear.app/behind-the-craftWhere to find Meaghan:X: https://x.com/meag_han_cWebsite: http://clau.de/peteryang📌 Subscribe to this channel – more interviews coming soon!
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