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YesCopilot, Cursor · 18 Feb 2026

Claude Code essentially one shotted it in 15 minutes, including tests

empath75 on Hacker News

5-10x faster than an engineer working by themselves

In the thread “AI has fixed my productivity”, replying to this comment

Helped: Using existing operators as templates and handling complex logic with tests.

Got in the way: Misunderstood specs, made unwanted judgement calls, and wrote new code instead of reusing.

… It's not a hugely complicated task, and I could have done it in 2-3 days by myself. Claude Code essentially one shotted it in 15 minutes, including tests. It misunderstood some things, it made some judgement calls that I didn't like in terms of spec, it wrote some new code instead of using pre-existing code, but fixing that took another 90 minutes or so, then I was done. …