Descriptions:
AI coding with tools like Claude Code and Codex has five levels, from spicy autocomplete to the fully autonomous Dark Factory. Dan Shapiro mapped them onto the five levels of self-driving cars, so you can place yourself on the ladder, and most people are lower than they think.
I break down all five with an analogy that makes each one click, then add what the framework leaves out: where you should actually aim. For most people that’s Level 3, in the loop, planning the work and reviewing every change, because that’s what keeps software reliable. I’ve built a full Level 5 Dark Factory, and I’ll tell you honestly why chasing it isn’t the goal.
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– Get started with Gitar (just acquired by Sonar!) for free – AI code review that actually fixes your code:
https://fandf.co/4eS3NLj
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– The Dynamous Agentic Coding Course is now FULLY released – learn how to build reliable and repeatable systems for AI coding:
https://dynamous.ai/agentic-coding-course
– Dan Shapiro – The Five Levels (the original framework):
The Five Levels: from Spicy Autocomplete to the Dark Factory
– My Dark Factory Experiment (Level 5 in practice):
https://github.com/coleam00/dark-factory-experiment
– StrongDM dark factory:
https://www.strongdm.com/blog/the-strongdm-software-factory-building-software-with-ai
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0:00 The Five Levels of AI Coding
1:00 Levels 0 to 2 Explained
3:37 Level 3: The Sweet Spot
5:05 Level 4: Engineering Teams
6:35 Level 5: The Dark Factory
9:15 Sponsor – Sonar x Gitar
11:09 Building an AI Coding System
13:43 The R-PIV Development Loop
16:41 Scaling to a Dark Factory
20:29 Future of Agentic Engineering
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Join me as I push the limits of what is possible with AI. I’ll be uploading videos weekly – at least every Wednesday at 7:00 PM CDT!
