A GPU Workshop and Cloud Native's Developer Experience Gap
Notes from ContainerDays Singapore 2026.
Cloud Native
From Zero to Shared GPUs: Hands-on GPU Scheduling in Kubernetes with HAMi
A 45-minute hands-on workshop at ContainerDays 2026 Singapore. Install HAMi on a kind cluster with two fake A100s, share one GPU across Pods, steer binpack and spread scheduler …
From Cloud Native to AI Native: Reinvent the Wheel?
Cloud native to AI native: reuse or reinvent?
HAMi Community Evolution: When AI Writes Code, What Makes an Open Source Community Valuable?
A long-term participant’s observation on HAMi’s growth (2021 open source, 2024 CNCF Sandbox, 2026 CNCF Incubating) and what makes an open source community valuable in …
AI Infra Industry Trends: From Compute Bottlenecks to Ecosystem Evolution
A practitioner’s perspective on AI infrastructure trends: evolving bottlenecks, roles of CPU/GPU/scheduling, ecosystem shifts, and compute demand across training, inference, …
Kubernetes as the GPU Control Plane for AI
Observations on the evolution of AI infrastructure control planes, focusing on HAMi v2.9, GPU scheduling, and Kubernetes resource models.
Kubernetes's Anxiety and Rebirth in the AI Wave
At KubeCon EU 2026, I witnessed Kubernetes’ anxiety and transformation in the AI era. This article explores the challenges and future opportunities for Kubernetes in the age …
My First Month at Dynamia: Why AI Native Infra Is Worth It
Observations from my first month at Dynamia: From cloud native to AI Native Infra, why this direction is worth investing in, and the key issues and opportunities in compute …
2025 Year in Review: How AI Is Shifting the Focus of Software Engineering
In 2025, software engineering shifts from code-centric to runtime and cost governance. AI and Agents move complexity to runtime, compute, and budget layers, reshaping engineering …
From Cloud Native to AI Native: Why Kubernetes Is the Foundation for Next-Gen AI Agents
Explores why AI Agents need Kubernetes infrastructure and how Agent orchestration, MCP services, and AI gateways enable production-ready AI architectures.