Episode
Claude Code + Analytics = Vibe PMing
- Podcast
- The Growth Podcast
- Published
- Feb 25, 2026
- Duration seconds
- 3180
- Processing state
not_requested- Canonical source
- https://www.news.aakashg.com/p/frank-lee-podcast
Actions
POST https://stenobird.com/v1/public/podcasts/the-growth-podcast-6993153/episodes/claude-code-analytics-vibe-pming/transcription-requests
Idempotently request low-priority transcript generation for this episode.GET https://stenobird.com/podcast/the-growth-podcast-6993153/claude-code-analytics-vibe-pming.md
Read the agent-friendly Markdown representation of this episode resource.
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…