How I AI

Tim McAleer, a producer at Ken Burns’s Florentine Films, shares his innovative journey in automating documentary filmmaking using AI. He discusses transforming chaotic archival media into structured, searchable data through custom tools. Tim explains how he built an AI that automatically extracts metadata from images and audio, thereby revolutionizing post-production workflows. He also highlights using different AI models for various tasks, making historical documents accessible, and the pivotal role of AI in automating tedious tasks rather than creative processes.

Matt Britton, founder and CEO of Suzy, shares his innovative journey of transforming 25,000 hours of sales calls into a self-learning AI system. He dives into crafting an automated workflow that generates call summaries, sentiment analysis, and personalized feedback for sales reps—all without coding. Matt explains how extracting keywords from conversations fuels Google ad campaigns and discusses privacy-compliant blog content generation. He emphasizes the importance of building AI skills for leaders and explores the organizational impacts of these automations.

Dive into the world of AI-assisted coding tailored for beginners! Explore how to set up your first project hub and generate documentation with ease. Discover the simplicity of creating a Next.js app using AI agents and running it locally. Learn to structure prototypes without complex backends and leverage GitHub for version control. Claire shares practical tips for iterating designs and building interactive features, all designed to empower newcomers on their coding journey.

Join Tim Trueman, a data investigator at Faire, and Alexa Cerf, an analytics leader, as they explore the transformative power of AI in data workflows. They discuss how AI tools like Cursor and ChatGPT can swiftly analyze conversion drops and survey responses. Tim reveals techniques for deep inspection of code history while Alexa demonstrates creating executive-ready documents from raw data. Discover why broader access to code can enhance team efficiency and learn to automate reporting for better insights!

Join Marco Casalaina, VP of Products for Core AI at Microsoft, as he channels his Halloween spirit into creating a mobile fortune-teller app using GitHub Spark. He shares his childhood tradition of giving fortunes, and details his process in building a kid-friendly experience. Discover how he refines fortunes to be playful and concrete, ensuring they are perfect for young trick-or-treaters. Marco also hints at adding a spooky voice for an upcoming block party, combining fun and tech in the most festive way!

Dennis Yang, Principal Product Manager for Generative AI at Chime, transforms Cursor into an innovative hub for product management. He explains how to automate PRD creation and Jira ticket generation without coding. Discover his workflow for integrating MCPs, responding to comments using AI, and generating status reports seamlessly. Dennis also discusses using Markdown for documentation and protoyping AI products quickly, emphasizing how non-technical professionals can leverage AI tools to enhance productivity.

Discover the exciting world of Claude Skills, where automation meets creativity without coding! Learn how to streamline workflows by turning demo notes into emails or changelogs into newsletters. Explore the benefits of natural language instructions over rigid automation tools. Dive into the structure of skill files, including metadata and Python validation scripts, to ensure consistency. Get insights on using Claude Code and Cursor for efficient skill creation and management. Embrace the future of AI workflows!

Priya Badger, a product manager at Yelp focusing on AI-driven consumer experiences, reveals her unique approach to designing conversational AI. She emphasizes starting with 'golden conversations' instead of traditional wireframes. Priya showcases how she uses Claude and Magic Patterns for prototyping, explaining techniques to create interactive UI variations and refine conversation flows. She also discusses practical applications for personal projects, making AI product management skills accessible for everyone. Tune in for an engaging journey into innovative AI development!

Hamel Husain, an ML engineer and AI consultant, discusses how to enhance AI product quality through systematic error analysis and prompt engineering. He emphasizes the importance of examining real user interactions to identify common failures. Hamel introduces a step-by-step error analysis framework and advocates for binary evaluations over arbitrary quality scores. He also outlines techniques for building custom annotation systems and prioritizing fixes based on data, ultimately guiding product teams toward more effective AI solutions.

Amir Klein, a product manager at Monday.com, spearheads the AI agents initiative and excels in using AI tools for project management. He shares how AI has become indispensable for context switching, allowing him to build 'second brains' in Claude and ChatGPT. Amir explains his innovative Reddit scraper that gathers customer insights without coding skills and uses AI to analyze vast amounts of data. He also discusses creating writing coaches and conducting mock interviews with GPT voice mode, showcasing the transformative power of AI in product management.