Open Source Summit + Embedded Linux Conference North America 2026

AI and autonomous agents are now coming into CI/CD pipelines more and more. Earlier they only followed instructions. Now they help in testing, deciding releases, approving deployments, and sometimes fixing problems on their own. This is a big change. Because of this, we need to think again about speed, security, and who is responsible when something goes wrong.

This session talks about few important things, in simple way:

• Moving from only making pipelines faster to also adding control. DevOps is not just optimization now, it also needs governance and good system design.
• Practical patterns from real work. Architecture and team setups that people can actually use and scale.
• Rules for bots that do not slow humans. Policy driven guardrails for autonomous pipelines.
• Clear decision points. Who decides what, and when humans must step in.
• Human oversight at scale. Reviews that still matter but do not block delivery.
• Security from the beginning. Audit logs, policy enforcement, and safe handling when signals are not very clear.