Asked about What is actually being scored
How do you use AI tools when writing code?
An answer that works
For scoped, well-understood pieces where I can review the result quickly: boilerplate, test scaffolding, a function with a clear contract. I keep the design and the structure myself, read every diff, and run tests before accepting anything. I do not delegate work I could not have written.
Reading an answer is not being able to give one. The section that teaches this is What is actually being scored, 3 hours of Working with coding agents.
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