Quarkus at ArgoCon North America 2026

[insectengine]

Event Description: ArgoCon is designed to foster collaboration, discussion, and knowledge sharing on the Argo Project, which consists of four projects: Argo CD, Argo Workflows, Argo Rollouts and Argo Events.

Date: Monday, November 9th, 2026
Location: Salt Lake City, Utah • USA
Event Type: In-Person

https://events.linuxfoundation.org/kubecon-cloudnativecon-north-america/co-located-events/argocon/

Sessions

Session: The Agent Broke It, the Agent Fixed It: Self-Healing Progressive Delivery on Kubernetes
Speaker(s): Kevin Dubois & Carlos Sanchez
Date/Time: Monday, November 9th at 2:40 PM in ArgoCon Room 2
Abstract: We all have "a friend" who trusts AI-generated code too much. When that code reaches production, rollback helps, but it does not fix root cause. Our open-source approach plugs into progressive delivery tools like Argo Rollouts and Flagger, adding analysis and remediation without replacing rollout flows.

In this session, we'll demo a Kubernetes-native self-healing loop built with open-source projects: distributed analysis and remediation agents run in-cluster, with open-source models dynamically selected by an orchestration workflow.

You'll see:

• AI-driven canary vs stable analysis across logs, metrics, and rollout signals.
• Dynamic model selection per step based on complexity, cost, and reasoning depth.
• Evidence-backed root-cause analysis with remediation as pull requests or issues.
• Configurable human approval gates before merge or promotion.

You'll leave with a practical open architecture to reduce MTTR while preserving observability, rollback safety, and operator control.