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AI-generated code moves faster than the systems around it can keep up with, creating the AI Paradox. As code volume grows, so does the backlog of pipelines to configure, security findings to remediate, and delivery questions to answer. GitLab 18.11 helps address those gaps by applying agentic AI to workflows that come after the code is created, from security remediation to pipeline setup. Highlights include: ⭐ Agentic SAST Vulnerability Resolution (GA) is now available to Ultimate customers, automatically generating ready-to-merge code fixes so teams catch vulnerabilities before they reach production. ⭐ Two new foundational agents: the CI Expert Agent (beta) can help stand up a working CI pipeline in minutes with no manual YAML, and the Data Analyst Agent (GA) answers natural-language questions about merge request cycle times, pipeline health, deployment frequency, and more. ⭐ Usage Controls: New subscription-level and per-user spending caps for GitLab Credits give organizations cost predictability when deploying GitLab Duo Agent Platform at scale. Learn more about the 18.11 release: https://lnkd.in/gka_mTRB Ready to dive deeper into 18.11? The full release blogs are linked in the comments.

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