alt Hacker News> Claude Code is really good at stuff like this.
A lot of "Claude Code is best at X" claims are probably user-selection bias.
The people saying it are often exclusively Claude Code users, not people who are actively benchmarking Claude Code against Gemini CLI, OpenAI Codex, GitHub Copilot, and other agent harnesses on the same tasks.
The claim may still be true for certain scenarios, but the evidence is usually anecdotal, not comparative.
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throwaway041207 • today at 4:10 PM
Parent didn't say Claude Code is best at anything?
When I hear "claude code one-shotted X" and X is a novel problem, I mentally substituted "the agentic harness that I tried one-shotted X," since that's what they're saying.
Getting any smart model to take a look at the task is the sort of lift that the speaker is usually pointing to.