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# Grep Is 10,000x Faster Than Your Eyes — But You Can Still See

**[Atomic Spin](https://daily.dev/sources/atomicobject)** · 3 min read · 1 upvotes · 0 comments

## Summary

A developer reflects on how AI coding tools have fundamentally shifted daily work away from line-by-line coding toward prompt engineering, architecture evaluation, and product thinking. Traditional developer pride in clean, readable code matters less when AI can parse any codebase faster than humans. Two areas that remain genuinely engaging are debugging (now faster with AI-assisted log placement) and onboarding (using agents to explore unfamiliar codebases). The core message is that problem-solving remains the heart of development regardless of tooling.

## Full article

daily.dev links to this article rather than hosting it. Read it at the original source: <https://spin.atomicobject.com/grep-vs-eyeballs>

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Tags: [#productivity](https://daily.dev/tags/productivity), [#ai-coding](https://daily.dev/tags/ai-coding), [#code-review](https://daily.dev/tags/code-review)

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