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Carl Vellotti is back. His first episode hit 30,000 views. This time he shows the advanced Claude Code masterclass for PMs. MCPs, Skills, GitHub automation, and end-to-end workflows from survey → PRD → tickets → automation. Full Writeup: https://www.news.aakashg.com/p/carl-v... Transcript: https://www.aakashg.com/advanced-clau... ---- Timestamps: 0:00 - Intro 2:14 - Why Claude Code Hit $1B ARR in 6 Months 9:35 - Ad Start 10:59 - Ad End: Setting Up MCPs 11:04 - Setting Up Linear MCP (Live Demo) 14:07 - Essential MCP Stack for PMs 21:25 - End-to-End PM Workflow Begins 28:00 - Skills Introduction 30:01 - Ad Start 30:53 - Ad End: Skills Deep Dive 38:00 - Image Generation with Gemini API 44:12 - Creating PRD from Survey Analysis 51:00 - Hooks Feature 55:30 - Creating Presentation from PRD 1:01:49 - Creating 19 Engineering Tickets in Linear 1:08:08 - GitHub Integration & Remote Worker Setup 1:19:39 - Outro ---- 🏆 Thanks to our sponsors: 1. Amplitude: The market-leader in product analytics - https://amplitude.com/session-replay?... 2. Pendo: The #1 software experience management platform - http://www.pendo.com/aakash 3. Jira Product Discovery: Move discovery and roadmapping out of spreadsheets - https://www.atlassian.com/software/ji... 4. Miro: The all-in-one collaboration workspace - http://miro.pxf.io/PO4WZX ---- Key Takeaways: 1. Claude Code hit $1B ARR in 6 months - fastest product ever. Anthropic optimized for power users doing deep work. Fewer users, insanely deep usage. Carl: "I spend all day in Claude Code. It gets to the point where you never really have to leave." 2. MCPs connect Claude to everything in 2 minutes - Model Context Protocol invented by Anthropic. One command to install Linear, Google Workspace, Slack. Essential stack: documents first, task management second, communication third, data sources fourth. 3. End-to-end PM workflow takes one morning instead of one week - Survey creation → analysis → PRD → presentation → 19 tickets. All through MCPs. Carl didn't use templates. Opus 4.5 handled everything. 4. Skills are pre-built templates but don't always auto-trigger yet - Solution: specify explicitly. "Create presentation using your presentation skill." Build Skills for anything you do more than twice. That's the compound effect. 5. Real Google Slides, not images - Carl's presentation skill created 19 fully editable slides from PRD. Takes a few minutes because Claude creates slides in parallel. "This is saving you hours. We used to spend entire afternoons turning PRDs into decks." 6. GitHub turns Claude into remote worker - Create issues from your phone. @mention Claude. It works while you're away. Carl's journal is a private GitHub repo. Voice transcriptions → issues → Claude updates markdown. 7. Workflows beat agents for production - Level 1 workflow: 5,000 tokens, 40 seconds. Level 3 agent: 90,000 tokens, 90 seconds. Carl's rule: "If something can be expressed as code, code it. Leave agents for cognitive work." 8. Production best practices separate hobbyists from pros - Set error workflows. Add retry logic (3 attempts, 1-second delays). Pin data during development. Use reasoning effort appropriately. Write detailed tool descriptions. 9. Real challenge is building reusable workflows - Learning basics takes a day. First workflow takes hours. But having 50 workflows built over months means everything is automated. Carl: "Because I have workflows for all these things already built, I can do it all in one shot." 10. Tools improve faster than you can learn them - Carl: "By the time you see this, there might be Claude 5." Your workflows from today will 10x when better models drop. PMs who started 6 months ago aren't just 6 months ahead, they're 100x ahead because systems compound with every improvement. ---- 👨💻 Where to find Carl Vellotti: LinkedIn: / carlvellotti Twitter/X: https://x.com/carlvellotti Newsletter: The Full-Stack PM 👨💻 Where to find Aakash: Twitter: https://www.x.com/aakashg0 LinkedIn: / aagupta Newsletter: https://www.news.aakashg.com #claudecode #aipm #productmanagement ---- 🧠 About Product Growth: The world's largest podcast focused solely on product + growth, with over 200K+ listeners. 🔔 Subscribe and turn on notifications to get more videos like this.