The 10 mistakes that break AI-assisted development at scale
Hey,
You've seen how ATLAS + GOTCHA works on a single API and a single pipeline. But what happens when the project grows? When you go from one service to ten, from two developers to twenty?
New problems appear. Not bugs in your code — mistakes in how you use the frameworks. I call them anti-gotchas.
In Article 7, I cover the top 10:
Skipping the Architect phase because "it's obvious"
Writing Goals that describe implementation, not outcomes
Context without your actual constraints
One prompt for the entire system
And six more that cost you hours of debugging
Plus three advanced patterns (multi-tenant SaaS, Kubernetes operators, serverless migration) and a library of 20 ready-to-use GOTCHA prompt templates you can copy and adapt.
Read it here: https://victorz.cloud/blog/article-07-advanced-patterns
One article left. Next week we close the series with a 90-day roadmap to make this a habit.
Victor