The Comprehension Audit

Six honest questions about how you actually work with AI. There is no score that matters — just one you might not be asking.

  1. This week, I shipped code an AI wrote that I couldn't re-derive on my own.
  2. I've approved a pull request I didn't fully understand.
  3. When someone asks how I shipped so fast, I add a justification nobody asked for.
  4. There's a part of a system I own that, honestly, only I half-understand.
  5. I've felt a quiet flicker of shame about how much I lean on AI.
  6. I have not once said out loud: "I shipped this and I am not sure I get it."

Based on How to Use AI Without Lying to Yourself by Shekhar Bhardwaj.