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Module 8 - Change requests / Pivoting

Handle change requests and pivot your project effectively with AI.

Change Requests in AI-First Development

How to handle small and medium changes without collapsing the whole pipeline, even while the practice is still evolving.

4 min read
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Refactoring an Application with AI

A high-level roadmap for using AI-first workflows to modernize an existing codebase by rebuilding artifacts and moving through the full Operator pipeline.

4 min read
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Handling Mistakes (The Signal, Not the Noise)

Why fixing code manually is the wrong move—and how to use mistakes to make your AI smarter.

2 min read
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