--- title: "AI is shipping code faster than security was built to handle" url: https://daily.dev/posts/ai-is-shipping-code-faster-than-security-was-built-to-handle-ik9kidop5 source_url: https://thenewstack.io/snyk-pentesting-ai-agents-security type: article source: "The New Stack" published: 2026-05-29T12:08:35.604Z updated: 2026-05-29T12:31:46.456Z tags: ["security", "ai-coding", "appsec"] reading_time: 5 upvotes: 0 comments: 1 language: 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 is shipping code faster than security was built to handle **[The New Stack](https://daily.dev/sources/newstack)** · 5 min read · 0 upvotes · 1 comments ## Summary Snyk has launched Evo Continuous Offensive Security (COS), an AI-powered penetration testing product designed to address the security gap created by AI-accelerated code production. Traditional pentesting averages only 15 days of coverage per year, leaving a 350-day window for attackers. Evo COS combines deterministic scanning for known vulnerability classes (SQLi, XSS) with LLM reasoning for context-dependent flaws like authorization bypasses and business logic errors. It ingests existing SAST, DAST, and SCA findings to start with application context rather than from scratch, and includes Agent Red Teaming to target LLM-integrated applications for prompt injection and data exfiltration. Output is delivered as exploit chains rather than isolated alert lists. The product is in early access with general availability targeted for Black Hat USA in August 2026. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Community discussion Top comments from developers on daily.dev. **@hexapaws** · 0 upvotes > *ships malware* ## Similar posts on daily.dev - [Evo Continuous Offensive Security Is Here](https://daily.dev/posts/evo-continuous-offensive-security-is-here-drmrfbryz) · Snyk · 1 upvotes · 0 comments - [Continuous Offensive Security & AI Pentesting FAQs](https://daily.dev/posts/continuous-offensive-security-ai-pentesting-faqs-p5xykxwh4) · Snyk · 0 upvotes · 0 comments - [Snyk Continuous Offensive Security](https://daily.dev/posts/snyk-continuous-offensive-security-aolhgcw1d) · Snyk · 0 upvotes · 0 comments --- Tags: [#security](https://daily.dev/tags/security), [#ai-coding](https://daily.dev/tags/ai-coding), [#appsec](https://daily.dev/tags/appsec) [View this post on daily.dev](https://daily.dev/posts/ai-is-shipping-code-faster-than-security-was-built-to-handle-ik9kidop5)