--- title: The Risk Profile of AI-Driven Development | daily.dev description: AI coding assistants and autonomous agents are dramatically accelerating development velocity, but this creates new software supply chain risks: LLMs suggest... canonical: https://daily.dev/posts/the-risk-profile-of-ai-driven-development-7pov4rgla twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: The Risk Profile of AI-Driven Development | daily.dev og:description: AI coding assistants and autonomous agents are dramatically accelerating development velocity, but this creates new software supply chain risks: LLMs suggest... og:url: https://daily.dev/posts/the-risk-profile-of-ai-driven-development-7pov4rgla og:image: https://api.daily.dev/og/posts/7pOv4rgla.png og:image:alt: The Risk Profile of AI-Driven Development 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. # The Risk Profile of AI-Driven Development **[DevOps.com](https://daily.dev/sources/devops)** · 4 min read · 0 upvotes · 0 comments ## Summary AI coding assistants and autonomous agents are dramatically accelerating development velocity, but this creates new software supply chain risks: LLMs suggest outdated or hallucinated dependencies, transitive dependency trees spiral out of control, and traditional manual security reviews can't scale to match AI output volume. The proposed solution is autonomous security to match autonomous development — shifting governance to the prompt and IDE level, adopting policy-based dependency selection, formalizing threat modeling using frameworks like OpenSSF's Gemara, and treating SBOMs and AIBOMs as operational infrastructure rather than compliance artifacts. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Similar posts on daily.dev - [AI-Generated Code Risk and the Software Supply Chain](https://daily.dev/posts/ai-generated-code-risk-and-the-software-supply-chain-z3tz171md) · C\# Corner · 0 upvotes · 0 comments - [Why AI Changes the Risk Model for Application Security](https://daily.dev/posts/why-ai-changes-the-risk-model-for-application-security-rxzpdmwfj) · Security Boulevard · 1 upvotes · 0 comments - [The AI-DLC: The Good, The Bad, and the Risky](https://daily.dev/posts/the-ai-dlc-the-good-the-bad-and-the-risky-jbbwc4her) · SD Times · 0 upvotes · 0 comments - [Responsible AI adoption needs developer workflow design](https://daily.dev/posts/responsible-ai-adoption-needs-developer-workflow-design-zhipidby5) · Stack Overflow Blog · 0 upvotes · 0 comments - [AI Coding Agents Are Redefining Cyber Risk — Is Your Exposure Strategy Ready?](https://daily.dev/posts/ai-coding-agents-are-redefining-cyber-risk-is-your-exposure-strategy-ready--togbz9p9j) · Latest Hacking News · 1 upvotes · 0 comments --- Tags: [#devsecops](https://daily.dev/tags/devsecops), [#sbom](https://daily.dev/tags/sbom) [View this post on daily.dev](https://daily.dev/posts/the-risk-profile-of-ai-driven-development-7pov4rgla) ```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":"The Risk Profile of AI-Driven Development","url":"https://daily.dev/posts/the-risk-profile-of-ai-driven-development-7pov4rgla","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/the-risk-profile-of-ai-driven-development-7pov4rgla"},"datePublished":"2026-03-13T11:43:20.041Z","dateModified":"2026-03-13T11:43:43.900Z","description":"AI coding assistants and autonomous agents are dramatically accelerating development velocity, but this creates new software supply chain risks: LLMs suggest...","image":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/eb7834314b8932dbd1edddca21357d83?_a=AQAEuop","thumbnailUrl":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/eb7834314b8932dbd1edddca21357d83?_a=AQAEuop","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/the-risk-profile-of-ai-driven-development-7pov4rgla","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":0},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"devsecops,sbom","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":"The Risk Profile of AI-Driven Development"}]} ```