Coding with AI: Vibe Coding vs Real Engineering (with Tyler Folkman)

AI can write code — but that doesn’t mean you should trust it.

In this episode of Domesticating AI, we’re joined by Tyler Folkman (author of The AI Architect) to break down how engineers are actually using AI to build software — and why most people are still just vibe coding.

• Vibe coding vs real engineering
• Reasoning models vs coding models
• How to plan and prompt AI effectively
• When to let AI take the wheel (and when not to)
• Local vs cloud coding agents
• Token costs vs owning hardware

• Tyler Folkman — The AI Architect
  

• Anthropic
  https://www.anthropic.com
• OpenAI
  https://openai.com
• Ollama
  https://ollama.com
• MiniMax-M2.5
  https://ollama.com/library/minimax-m2.5
• GLM-5
  https://ollama.com/library/glm-5

• AmpCode Chronicle
  https://ampcode.com/chronicle
• Andrej Karpathy on Context Engineering
  https://x.com/karpathy
• “Human in the Loop is Tired”
  (add link if you have it)

Domesticating AI is a bi-weekly podcast about practical AI for developers.

We help you brace the feral open-source AI landscape — so you can tame it instead of getting dragged by it.

contact@domesticatingai.com

Spotify
https://open.spotify.com/show/2WsAR4fvcXzp3vVZGVlkE2

Apple Podcasts
https://podcasts.apple.com/us/podcast/domesticating-ai/id1873338950

Are you vibe coding — or engineering with AI?

Let us know your setup.

Keep your AI on a leash.

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