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Hi, I'm Sumit

Senior Product Manager | AI Products | Vibe Coding

8+ years in product. Learning and building in public, sharing everything useful along the way. This GitHub covers AI PM resources, prompt libraries, spec templates, interview prep, and technical fluency guides for PMs and founders.


What's here

AI PM resources

  • awesome-ai-pm - curated list of tools, evals, and learning resources for AI-era PMs
  • pm-prompts - 53 prompts across 8 PM workflow categories: discovery, strategy, execution, AI feature specs, and more

Building AI features

  • ai-feature-specs - spec templates for RAG, summarization, classification, agents, and recommendations
  • vibe-coding-playbook - 5 playbooks for PMs and founders building with AI coding tools, from discovery to production

Technical fluency

  • tech-for-pms - how software systems, AI products, deployment, and architecture work, written for PMs
  • tech-for-founders - scope, hire, and evaluate vendors without getting steamrolled by technical language

AI PM careers

  • claude-code-for-founders - practical course for non-technical founders shipping AI products with Claude Code
  • ai-pm-interview-kit - interview prep for AI PM roles: real questions from 2024-2026 hiring loops, practice prompts, 7-day study plan

Side project


About me

8+ years as a PM across B2C and B2B products. Travel tech, proptech, and now AI products. Founding PM at Travel Plus. Also built and shut down Product Academy, a hiring and upskilling startup that grew to 15 people before COVID hit.

Currently working as a Senior PM at a US-based company, remotely from India. I build things with AI tools to understand what's actually hard and what isn't. Writing about what I learn on LinkedIn if you want to follow along.


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LinkedIn purepaste.pro

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