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YesClaude · 18 Apr 2026

If anything, I have a significantly better understanding of the codebase than I would without AI at this point in my onboarding

post-it on Hacker News

90+% of the code I've written has been with Claude

In the thread “Anonymous request-token comparisons from Opus 4.6 and Opus 4.7”, replying to this comment

Helped: Iterative fact-checking and reading generated documentation to learn the codebase.

… Even though I've only worked on the codebase through Claude, whenever I pick up a ticket nowadays I know what file I'll be editing and how it relates to the rest of the code. If anything, I have a significantly better understanding of the codebase than I would without AI at this point in my onboarding.