My Real AI Coding Workflow (build anything)

Great breakdown of a real AI coding workflow. The live building and debugging approach is especially useful for understanding how to actually use AI tools in real projects.

"I know classical ML and I'm starting deep learning and LLMs. What concepts should I master to avoid becoming just a framework user?

Would love to see some videos on different aspects of harness engineering and customization. Supposedly less capable LLMs can outperform or come close to frontier model performance with the right harness.

For the initial setup I use Spectacular Skill, writes PRD, SPECS and ARCHITECTURE for you

Great video! Could you share you pc specs? Your display & rendering looks crisp!

I would love to see updated videos of the machine learning and the neural net tutorials - they are great resources, but 7 years ago... Thank you for all the tutorials!

I am wondering if the planning process wasn't too short on the actual workflow. For example, the bit where it tried to send the whole video to groq instead of just audio sounds like could be caught upfront. Still great to see another perspective on agentic software building.

In your experience, which have you found better -- Cursor or Nimbalyst?

So no minimax?

Excatly, it's why an architect is very important even for AI project. Good, you understand that.