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AI-Native PM: Product Validation Toolkit

AI-Native PM: Product Validation Toolkit

Validate product idea before you write a single line of code

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Most founders don’t fail because they can’t build. They fail because they build the wrong thing. I created the AI-Native PM Product Validation Toolkit after working at fast-moving startups where speed mattered more than perfection. This toolkit helps you decide if an idea is worth building, validate demand early, ask the right questions across users, market, feasibility, and risk, and avoid wasting time on features nobody wants. Built for founders, PMs, and indie hackers.
AI-Native PM: Product Validation Toolkit gallery image
AI-Native PM: Product Validation Toolkit gallery image
AI-Native PM: Product Validation Toolkit gallery image
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Launch tags:Productivity•Artificial Intelligence•Startup Lessons
Launch Team
Checkmarx Developer Assist for AI IDEs
Security linter for vibe coding: fix vulns as you build
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What do you think? …

Heni Bhungalia
Maker
📌
Heni here! I built the AI-Native PM Product Validation Toolkit after seeing teams move fast, ship a lot… and still build the wrong things. This is the exact framework I use as a Product Manager at early-stage startups to decide: - Is this idea actually worth building? - What assumptions are risky? - What needs validation before we invest engineering time? It’s designed to be practical and lightweight. Something you can use in under an hour, not another long theory read. I’d love your feedback, questions, or suggestions on how this could be more useful for founders and PMs. Thanks for checking it out