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AI-assisted project methodology for bootstrappers - seeking feedback

Hey Indie Hackers community,

I've developed something I think might resonate with the bootstrapper mindset here and would love to get your thoughts.

The problem: Too many great product ideas fail because they solve the wrong problems, target the wrong markets, or skip validation - issues we've all seen (or experienced) in the indie/micro-SaaS world.

My approach: I created an AI-assisted methodology that guides you through systematic discovery, validation, and execution. It applies proven frameworks (Lean Startup, customer development, Jobs-to-be-Done) through structured AI collaboration.

Think of it as having Rob Walling or Steve Blank coaching you through every project phase, but available 24/7 through your AI assistant.

I've open-sourced everything: https://github.com/HappyNomad/ai-assisted-project-management

Specifically interested in feedback from this community because:

  • It's designed for bootstrappers who need systematic approaches without expensive consultants
  • Emphasizes evidence-based validation over gut feelings
  • Focuses on avoiding common failure patterns we see in indie projects

Questions for the group:

  • Does this systematic approach align with how you think about product development?
  • What's worked (or hasn't) in your validation and project management experience?
  • Any obvious gaps for indie/micro-SaaS specifically?

Also happy to demo it with anyone who's working on something and wants to see how it applies to real projects.

Would love to hear your thoughts or experiences if anyone gives it a try!

on July 21, 2025
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    I am lost in my project, so lets see what this can do