--- title: Java Developers Are Using AI Wrong. Here’s the Workflow... description: A 30-day experiment using AI for Spring Boot development reveals a workflow shift where developers write 20% of code and AI generates 80%, but humans validate... canonical: https://daily.dev/posts/java-developers-are-using-ai-wrong-here-s-the-workflow-that-made-me-10x-faster--f48frvg5s twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Java Developers Are Using AI Wrong. Here’s the Workflow That Made Me 10x Faster. | daily.dev og:description: A 30-day experiment using AI for Spring Boot development reveals a workflow shift where developers write 20% of code and AI generates 80%, but humans validate... og:url: https://daily.dev/posts/java-developers-are-using-ai-wrong-here-s-the-workflow-that-made-me-10x-faster--f48frvg5s og:image: https://api.daily.dev/og/posts/F48frvG5S.png og:image:alt: Java Developers Are Using AI Wrong. Here’s the Workflow That Made Me 10x Faster. 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. # Java Developers Are Using AI Wrong. Here’s the Workflow That Made Me 10x Faster. **[Medium](https://daily.dev/sources/medium_js)** · 5 min read · 12 upvotes · 0 comments ## Summary A 30-day experiment using AI for Spring Boot development reveals a workflow shift where developers write 20% of code and AI generates 80%, but humans validate 100%. The post argues AI replaces repetitive boilerplate tasks — not developers — and that the real value of Java developers now lies in system design, architecture, security, and critical thinking. It also warns about AI failure modes like hallucinated APIs, security vulnerabilities, and performance pitfalls like loading millions of rows without pagination. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Similar posts on daily.dev - [AI writes code faster. Your job is still to prove it works.](https://daily.dev/posts/ai-writes-code-faster-your-job-is-still-to-prove-it-works--zanf1p7hz) · Addy Osmani · 71 upvotes · 8 comments - [AI Isn’t Replacing Developers — It’s Changing What Good Developers Spend Time On](https://daily.dev/posts/ai-isn-t-replacing-developers-it-s-changing-what-good-developers-spend-time-on-ezxwvaq5i) · We Are .NET · 0 upvotes · 0 comments --- Tags: [#java](https://daily.dev/tags/java), [#productivity](https://daily.dev/tags/productivity), [#spring-boot](https://daily.dev/tags/spring-boot), [#ai-assisted-development](https://daily.dev/tags/ai-assisted-development) [View this post on daily.dev](https://daily.dev/posts/java-developers-are-using-ai-wrong-here-s-the-workflow-that-made-me-10x-faster--f48frvg5s) ```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":"Java Developers Are Using AI Wrong. 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