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YesGemini · 7 Jan 2026

Now GPro3 can one-shot (with, at most, a single debug loop at the REPL) 100% of the normal code I need developed

erichocean on Hacker News

100% of the normal code I need developed

In the thread “The creator of Claude Code's Claude setup”, replying to this comment

Helped: Writing base libraries easy for LLMs to use.

Got in the way: AI struggles with things easy for humans.

… Over the summer last year, I had the AI (Gemini Pro 2.5) write base libraries from scratch that area easy for itself to write code against. Now GPro3 can one-shot (with, at most, a single debug loop at the REPL) 100% of the normal code I need developed (back office/business-type code). Huge productivity booster, there are a few things that are very easy for humans to do that AI struggles with. …