Organizations achieve production-readiness for AI when they meet a multi-dimensional standard of platform maturity. Panelists agreed the most important signal is alignment with the Kubernetes AI Conformance program, which identifies the essential primitives for serving and training AI at scale, guaranteeing interoperability across environments. Readiness requires three key elements: Platform Maturity: This includes providing robust support for research scientists and Python users who need specialized environments. Security by Design: Security must be a priority from the start, particularly fo
Cloud native is now AI-native: Engineering production-ready AI…Rather than patching together point solutions, this is your opportunity to adopt a unified, eBPF-powered platform built for performance, visibility, and security. Cilium gives you: A drop-in Ingress replacement : Minimal…
…When certain configurations add a lock-in to a specific plugin or provider, ensure this is properly documented and understood internally, both in the platform and end user teams. The requirement to…
…This is a big change for the industry. We can get through this, but only if we work together, and work smart. Contributors: Brandt Keller (CNCF Security TAG, Defense Unicorns), Chris Aniszczyk…
…A single cluster cannot span these geographies, and a manually managed fleet will quickly break teams. What is required is a resilient platform layer that handles cross-site networking and heterogeneous hardware…
…Across organizations of all sizes, a surprisingly large share of reliability and security incidents don’t originate in application code. They originate in misconfigured infrastructure—missing resource limits, overly permissive security contexts…
…That energy is contagious, and it will be in the room at KubeCon. Whether you are here for platform engineering, AI infrastructure or supply chain security – there is substance on the schedule…
…the Model Context Protocol (MCP) , Agent Client Protocol (ACP), and Agent–User Interaction Protocol (AG-UI). MCP standardizes how AI models securely access external data sources. ACP provides a uniform method for…
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