Friday, October 24, 2025

Seeking Insight: Best Practices for Refactoring a ~25KLOC Indie Project with AI Assistance

Unlocking AI-Driven Development: A Personal Journey

After years of building my PKM/browser extension app using plain JS/HTML/CSS, I’m ready to elevate my coding game. As the landscape evolves, I’m seeking to embrace AI-first paradigms while tackling some critical challenges:

  • Modularization: Aiming to structure my code for easier updates and maintenance.
  • Standardization: Implementing modern coding practices to streamline development.
  • AI Integration: Striving to enhance output reliability and efficiency with AI tools like my $10/mo Copilot license.

As I navigate this journey, I’m curious about best practices for:

  • Context Preservation: How to maintain context over time?
  • Automated Testing: What strategies work best for testing extensions?
  • Knowledge Sharing: Looking for tips and tricks from fellow tech enthusiasts.

I invite you to share your insights and experiences! Let’s connect and collaborate to redefine coding for an AI-driven future. 💡✨

🔗 Join the conversation! #ArtificialIntelligence #DevCommunity #AIIntegration

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