Search Results: Kubernetes

The Kubernetes v1.35 release graduates the kubelet configuration drop-in directory to stable status, enabling operators to manage node-specific settings through layered configuration files. This GA feature simplifies administration of heterogeneous clusters by allowing base configurations with targeted overrides for GPU, edge, or high-capacity nodes. The enhancement reduces configuration drift and operational complexity in large-scale deployments.

While AI dominated headlines, 2025 witnessed Kubernetes evolve from a complex orchestration tool into a dependable foundation. Google Cloud's focus on operational maturity—smarter Autopilot, robust tooling integration, and genuine reliability—transformed Kubernetes management from high-stakes drama into predictable infrastructure.

Kubernetes was built for flexibility, not efficiency, leaving teams to overprovision and underutilize resources. This article traces the root causes—from static resource requests to flawed autoscalers—and shows how modern tools like Karpenter and predictive scheduling can turn the tide.

CloudNativePG introduces a groundbreaking approach to managing PostgreSQL extensions, decoupling them from core binaries using Kubernetes ImageVolume. This new method enables dynamic addition, easier evaluation, and simplified updates without building custom container images.

Postflare AI, a bootstrapped SaaS founded by engineers Chandan Karn and Nitesh Gupta, tackles the time drain of social media management by automating content creation and scheduling using advanced AI models. Their cost-effective tech stack—leveraging Hetzner Cloud, Kubernetes, and Supabase—runs on just $60/month, offering a blueprint for lean startup infrastructure. This approach highlights how developers can prioritize affordability without sacrificing scalability in AI-driven tools.

CNCF sandbox project Kairos enables developers to build custom, secure bootable OS images for edge devices using container workflows. By treating operating systems as immutable artifacts managed through Kubernetes, it delivers unprecedented consistency and security for distributed systems.