--- title: AI makes critical thinking harder to build | daily.dev description: AI coding tools are removing the friction that historically helped junior engineers build critical thinking through trial, error, and debugging. As... canonical: https://daily.dev/posts/ai-makes-critical-thinking-harder-to-build-oypfj8kqv twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: AI makes critical thinking harder to build | daily.dev og:description: AI coding tools are removing the friction that historically helped junior engineers build critical thinking through trial, error, and debugging. As... og:url: https://daily.dev/posts/ai-makes-critical-thinking-harder-to-build-oypfj8kqv og:image: https://api.daily.dev/og/posts/OYpfj8KqV.png og:image:alt: AI makes critical thinking harder to build og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # AI makes critical thinking harder to build **[LeadDev](https://daily.dev/sources/leaddev)** · 9 min read · 0 upvotes · 0 comments ## Summary AI coding tools are removing the friction that historically helped junior engineers build critical thinking through trial, error, and debugging. As implementation becomes faster and cheaper, the value shifts to judgment: deciding what to build, why, and whether AI output is correct. The piece argues for a feedback loop risk where reduced confidence leads to more deferral to AI, further eroding skill development. It offers leadership practices to counter this: making critical thinking an explicit expectation, protecting psychological safety for learning in public, doubling down on code reviews, RFCs, and postmortems as deliberate practice opportunities, using AI to challenge rather than replace thinking, and building critical thinking into career frameworks and performance reviews. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Similar posts on daily.dev - [From coding to orchestration, why critical thinking matters in the AI age](https://daily.dev/posts/from-coding-to-orchestration-why-critical-thinking-matters-in-the-ai-age-1mgocufdo) · All Things Open · 0 upvotes · 0 comments - [AI code means more critical thinking, not less](https://daily.dev/posts/ai-code-means-more-critical-thinking-not-less-beemzyzob) · Stack Overflow Blog · 0 upvotes · 0 comments - [AI still needs humans](https://daily.dev/posts/ai-still-needs-humans-nml187ik0) · InfoWorld · 0 upvotes · 0 comments - [A.I. Should Elevate Your Thinking, Not Replace It](https://daily.dev/posts/a-i-should-elevate-your-thinking-not-replace-it-a7si2mcn1) · Hacker News · 0 upvotes · 0 comments --- Tags: [#leadership](https://daily.dev/tags/leadership), [#ai-coding](https://daily.dev/tags/ai-coding) [View this post on daily.dev](https://daily.dev/posts/ai-makes-critical-thinking-harder-to-build-oypfj8kqv) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"TechArticle","headline":"AI makes critical thinking harder to build","url":"https://daily.dev/posts/ai-makes-critical-thinking-harder-to-build-oypfj8kqv","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/ai-makes-critical-thinking-harder-to-build-oypfj8kqv"},"datePublished":"2026-09-29T08:21:33.296Z","dateModified":"2026-09-30T14:19:35.788Z","description":"AI coding tools are removing the friction that historically helped junior engineers build critical thinking through trial, error, and debugging. 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