Elvis Saravia:用 Claude Code 不等于不用学编程

elvis · @omarsar0 · X·2026-09-27 05:26·1小时前
AI 导读

DAIR.AI 的 Elvis Saravia 认同"用 Claude Code 不等于不用学编程",强调用 Agent 做构建必须掌握基础。他近期深入 evals、infra、架构、scaling search 和 sandbox,发现用 Agent 极易产出劣质结果,即便用最先进模型也可能因 Agent 靠奇怪 hack 跑通而察觉不到问题。

elvis@omarsar0
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Elvis Saravia:用 Claude Code 不等于不用学编程

2026-09-27 05:26· 1小时前
AI 导读

DAIR.AI 的 Elvis Saravia 认同"用 Claude Code 不等于不用学编程",强调用 Agent 做构建必须掌握基础。他近期深入 evals、infra、架构、scaling search 和 sandbox,发现用 Agent 极易产出劣质结果,即便用最先进模型也可能因 Agent 靠奇怪 hack 跑通而察觉不到问题。

I agree. Learn the fundamentals, folks!

If you plan to be a solid builder using agents, this is a really important point. There is no way around it.

I have recently started digging deep into evals, infra, architecture, scaling search, and things like sandboxes @dair_ai using agents, and I can tell you that it's really easy to produce absolute slop.

You could be using the most advanced models today confidently and not know that everything is broken because the agents somehow got it to work through some weird hack. Agents don't have the taste of someone with proper domain expertise. And I don't think that's coming anytime soon.

But something you learn in algorithms (one important fundamental subject) is that solutions can be optimal or suboptimal. In other words, many ways to transform inputs to get the same outputs. Agents don't give a crap about that and sometimes feel like they are flipping a coin. I can tell you that much.

Stay learning, folks. This is the way.

Ben DicksonThe AI influencers are telling you that you don't need to learn coding and engineering since Claude Code will do all the work and you just need to give it some ...

来源:elvis· x.com