--- title: Bridging the Dev–Security Gap With Smarter Authorization description: The traditional tension between development speed and security is intensifying with AI adoption, as AI-generated code shows a 322% increase in... canonical: https://daily.dev/posts/bridging-the-dev-security-gap-with-smarter-authorization-1ssjvobxv twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Bridging the Dev–Security Gap With Smarter Authorization | daily.dev og:description: The traditional tension between development speed and security is intensifying with AI adoption, as AI-generated code shows a 322% increase in... og:url: https://daily.dev/posts/bridging-the-dev-security-gap-with-smarter-authorization-1ssjvobxv og:image: https://api.daily.dev/og/posts/1ssjvObXV.png og:image:alt: Bridging the Dev–Security Gap With Smarter Authorization 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. # Bridging the Dev–Security Gap With Smarter Authorization **[DevOps.com](https://daily.dev/sources/devops)** · 4 min read · 1 upvotes · 0 comments ## Summary The traditional tension between development speed and security is intensifying with AI adoption, as AI-generated code shows a 322% increase in privilege-escalation risks. The solution lies in declarative security policies that allow dev and security teams to collaboratively define, test, and enforce authorization rules in real-time. For AI workloads specifically, this approach becomes critical because AI systems are probabilistic and generate unpredictable behaviors that break traditional security assumptions. Key requirements include automated least-privilege access, real-time anomaly detection, and granular permission controls that can quarantine agents when needed. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Similar posts on daily.dev - [Security Can’t Be an Afterthought as AI Agents Reshape DevOps](https://daily.dev/posts/security-can-t-be-an-afterthought-as-ai-agents-reshape-devops-99hporlmv) · SD Times · 3 upvotes · 1 comments --- Tags: [#ai](https://daily.dev/tags/ai), [#security](https://daily.dev/tags/security), [#llm](https://daily.dev/tags/llm), [#devsecops](https://daily.dev/tags/devsecops), [#authorization](https://daily.dev/tags/authorization) [View this post on daily.dev](https://daily.dev/posts/bridging-the-dev-security-gap-with-smarter-authorization-1ssjvobxv) ```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":"Bridging the Dev–Security Gap With Smarter Authorization","url":"https://daily.dev/posts/bridging-the-dev-security-gap-with-smarter-authorization-1ssjvobxv","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/bridging-the-dev-security-gap-with-smarter-authorization-1ssjvobxv"},"datePublished":"2026-02-12T22:33:11.880Z","dateModified":"2026-02-13T03:12:02.480Z","description":"The traditional tension between development speed and security is intensifying with AI adoption, as AI-generated code shows a 322% increase in...","image":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/40581c6232c2ed1873dc66cc22124107?_a=AQAEunF","thumbnailUrl":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/40581c6232c2ed1873dc66cc22124107?_a=AQAEunF","isAccessibleForFree":true,"articleSection":"DevOps.com","inLanguage":"en","publisher":{"@type":"Organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180}},"author":{"@type":"Organization","name":"DevOps.com","logo":"https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/db8f2265cff0416c878c6e7e92bb8715","url":"https://daily.dev/sources/devops"},"commentCount":0,"discussionUrl":"https://daily.dev/posts/bridging-the-dev-security-gap-with-smarter-authorization-1ssjvobxv","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":1},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"ai,security,llm,devsecops,authorization","timeRequired":"PT4M"} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"DevOps.com","item":"https://daily.dev/sources/devops"},{"@type":"ListItem","position":3,"name":"Bridging the Dev–Security Gap With Smarter Authorization"}]} ```