Look for focus on AI inference, mandate for open systems, Kubernetes as unified control plane, a resurgence in edge computing and specialized AI agents.

The New Stack is a publication covering trends and technologies in cloud-native development, DevOps, and software delivery. Developers can learn about containerization, Kubernetes, and cloud computing, as well as explore topics such as microservices architecture, serverless computing, and continuous integration/continuous delivery (CI/CD) pipelines.

The New Stack

Five key technology predictions for 2026 include: AI inference becoming the primary battleground over model training, mandatory adoption of open infrastructure systems, Kubernetes emerging as the unified control plane for VMs and containers (especially as VMware alternative), renewed focus on edge computing driven by 5G/6G and AI workloads, and specialized AI agents expanding beyond coding into DevSecOps and platform engineering roles. The predictions emphasize cost pressures, hybrid infrastructure portability, and AI-driven infrastructure convergence as major drivers.

5 Tech Predictions for 2026: From AI Inference to Kubernetes