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What If Agentic AI Became Your Best Ally Against Vulnerability Overload?

REXCI/CDDevSecOpsGovernanceOpen Source

2026-12-09 | 12:00 AM - 12:25 AM

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Today, the friction in DevSecOps is no longer about detection—it’s about remediation. The massive volume of scan reports, lack of context, and “false positives” create both human and operational fatigue. As a result, critical vulnerabilities remain open for too long.

At Orange, we’ve moved beyond the simple chatbot stage to put agentic AI integrated into our GitLab pipelines to the test.

In this talk, we’ll share openly and transparently:
  • The agent’s architecture: How it interacts with GitLab APIs, prioritizes alerts, and injects remediation proposals directly into developers’ workflows.
  • Guardrails & Sovereignty: How we constrain the agent’s autonomy to prevent hallucinations and ensure compliance with our strict security requirements.
  • Lessons learned and next steps: The impact on our initial pilot projects, developer feedback, and the technical challenges we still need to address before moving toward industrialization.

Speakers