--- title: Why AI Code Review Goes First (And Humans Go Second)... description: AI is generating code faster than humans can review it, creating a structural bottleneck in software development. The core argument is that the fix isn't... canonical: https://daily.dev/posts/why-ai-code-review-goes-first-and-humans-go-second-feat-coderabbit--ph7ea22bf twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Why AI Code Review Goes First (And Humans Go Second) (feat: CodeRabbit) | daily.dev og:description: AI is generating code faster than humans can review it, creating a structural bottleneck in software development. The core argument is that the fix isn't... og:url: https://daily.dev/posts/why-ai-code-review-goes-first-and-humans-go-second-feat-coderabbit--ph7ea22bf og:image: https://api.daily.dev/og/posts/Ph7EA22bf.png og:image:alt: Why AI Code Review Goes First (And Humans Go Second) (feat: CodeRabbit) 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. # Why AI Code Review Goes First (And Humans Go Second) (feat: CodeRabbit) **[DevOps Toolkit](https://daily.dev/sources/devops-toolkit)** · 24 min read · 0 upvotes · 0 comments ## Summary AI is generating code faster than humans can review it, creating a structural bottleneck in software development. The core argument is that the fix isn't better reviewers or more of them — it's changing the sequence: run AI code review first, fix what it catches, then bring in humans for the judgment calls AI can't make. CodeRabbit is presented as the specific tool for this workflow, with features including GitHub-native PR comments, MCP integration for staying inside your coding agent, learning from feedback over time, and combining LLM analysis with 40+ static analysis and SAST tools. The workflow: AI reviews first, agent applies fixes automatically, humans review only what remains — architectural decisions, product trade-offs, and system-level context. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Similar posts on daily.dev - [Agentic Code Review](https://daily.dev/posts/agentic-code-review-0ue8fcsa1) · Addy Osmani · 147 upvotes · 14 comments - [The Human Bottleneck](https://daily.dev/posts/the-human-bottleneck-hxoxu6uht) · Scott Logic · 1 upvotes · 0 comments --- Tags: [#mcp](https://daily.dev/tags/mcp), [#code-review](https://daily.dev/tags/code-review), [#ai-assisted-development](https://daily.dev/tags/ai-assisted-development) [View this post on daily.dev](https://daily.dev/posts/why-ai-code-review-goes-first-and-humans-go-second-feat-coderabbit--ph7ea22bf) ```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":"Why AI Code Review Goes First (And Humans Go Second) (feat: CodeRabbit)","url":"https://daily.dev/posts/why-ai-code-review-goes-first-and-humans-go-second-feat-coderabbit--ph7ea22bf","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/why-ai-code-review-goes-first-and-humans-go-second-feat-coderabbit--ph7ea22bf"},"datePublished":"2026-06-08T16:09:37.634Z","dateModified":"2026-06-08T16:09:59.424Z","description":"AI is generating code faster than humans can review it, creating a structural bottleneck in software development. 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