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UID:pretalx-devconf-us-2025-KXCC3S@pretalx.devconf.info
DTSTART;TZID=EST:20250919T104000
DTEND;TZID=EST:20250919T111500
DESCRIPTION:The DevSecOps environment is evolving rapidly—it's no longer 
 a matter of integrating security scans into legacy CI/CD pipelines. Instea
 d\, we're headed toward an intelligent\, adaptive workflows future powered
  by AI. In this session\, we explore how integrating machine learning mode
 ls into DevSecOps practices makes software delivery more intelligent and m
 ore secure.\n\nWe’ll dive into practical examples of AI-enhanced pipelin
 es that go beyond basic automation. These advanced workflows are capable o
 f proactively identifying vulnerabilities\, detecting anomalies in real-ti
 me\, and streamlining incident response. By embedding machine learning int
 o popular CI/CD tools like GitLab and Tekton\, teams can implement predict
 ive testing and dynamic compliance validation that evolves with the system
 \, improving both security and efficiency.\n\nAttendees will discover real
 -world use cases and strategies drawn from large-scale enterprise environm
 ents\, where AI has significantly boosted security posture without slowing
  down development. We’ll demonstrate how to set up intelligent pipelines
  that not only react to issues but anticipate them\, enabling a more resil
 ient and agile approach to DevSecOps.\n\nIf you're interested in scaling s
 ecure deployment\, gaining more visibility\, or eliminating manual overhea
 d\, this session presents a view of the future of how AI can be used as a 
 force multiplier. This is ideal for DevOps\, security teams\, and architec
 ts that want to upscale their toolchain and stay in front of a more comple
 x threat landscape.
DTSTAMP:20260310T100138Z
LOCATION:101 (Capacity 48)
SUMMARY:Intelligent Pipelines: Bringing AI/ML into DevSecOps Automation - H
 eber Romero Tellez\, Bernardo Guerrero\, Francisco Javier Monroy Garcia\, 
 Jorge Varela\, Francisco Zompa\, Aldo Luevano
URL:https://pretalx.devconf.info/devconf-us-2025/talk/KXCC3S/
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