{"podcast":{"title":"The Growth Podcast","slug":"the-growth-podcast-6993153","podcast_index_feed_id":6993153,"rss_url":"https://api.substack.com/feed/podcast/454003/s/133669.rss","website_url":"https://www.news.aakashg.com/s/product-growth-podcast","image_url":"https://substackcdn.com/feed/podcast/454003/s/133669/596402a8f2fc2cbe4d2b7f834c4f02eb.jpg","author":"Aakash Gupta","episode_count":148,"summary":"The latest insights into how great products grow, how to be a better PM or product leader, and how to get a PM job.","last_synced_at":"2026-07-21T10:17:39.312468+00:00","page_url":"https://stenobird.com/podcast/the-growth-podcast-6993153"},"episode":{"title":"Claude Code + Analytics = Vibe PMing","slug":"claude-code-analytics-vibe-pming","published_at":"2026-02-25T00:16:38+00:00","page_url":"https://stenobird.com/podcast/the-growth-podcast-6993153/claude-code-analytics-vibe-pming","show_page_url":"https://stenobird.com/podcast/the-growth-podcast-6993153","url":"https://www.news.aakashg.com/p/frank-lee-podcast","audio_url":"https://api.substack.com/feed/podcast/188872391/9490a3a2d9c94200397c82a8bca3dfa6.mp3","summary":"Today’s episode There is a term Andrej Karpathy coined last year: vibe coding. We have the same for product management: Vibe PMing. You describe the problem. The agent pulls the data. Analyzes the chart. Synthesizes the feedback. Drafts the spec. Files the ticket. That is not theory. That is what I walked through in today’s episode with a principal PM at Amplitude who builds MCP and agent products for a living. He showed it live, on screen, in real time. If you tune in, you’ll learn the full end-to-end workflow : ---- If you want access to my AI tool stack - Dovetail , Arize , Linear , Descript , Reforge Build , DeepSky , Relay.app , Magic Patterns , Speechify , and Mobbin - grab Aakash’s bundle . ---- Check out the conversation on Apple , Spotify and YouTube . Brought to you by: * Amplitude : The market-leader in product analytics * Pendo : The #1 software experience management platform * Testkube : Leading test orchestration platform * Product Faculty : Get $550 off the AI PM Certification with code AAKASH550C7 * Bolt : Ship AI-powered products 10x faster ---- Key Takeaways:1. Claude Code + MCP is the most powerful AIPM workflow today - Connect your analytics tool via MCP, load your product context into a repo, and let the agent do analysis that used to take hours in minutes.2. Deep chart analysis now takes 90 seconds instead of 3 hours - Drop a chart URL into Claude Code, trigger the analyse chart skill, and the agent navigates your data taxonomy, finds anomalies, and hypothesises why metrics changed.3. Automate your entire weekly business review - Point Claude Code at your dashboards Monday morning. Get 3-5 top insights and the one urgent issue to tackle — no manual dashboard scanning ever again.4. Customer feedback synthesis across all channels in one pass - Zende…","meta_description":"Today’s episode There is a term Andrej Karpathy coined last year: vibe coding. We have the same for product management: Vibe PMing. You describe the probl…","key_points":[],"chapters":[],"topics":[],"duration_seconds":3180,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/the-growth-podcast-6993153/episodes/claude-code-analytics-vibe-pming/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/the-growth-podcast-6993153/claude-code-analytics-vibe-pming.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}