Kubernetes

NVIDIA GPU architecture diagram showing MIG partitions

Architecting NVIDIA MIG: Virtualizing GPU Resources in Containerized Environments

NVIDIA MIG lets you slice a single GPU into multiple isolated instances, each with dedicated memory and compute. This post covers the architecture, Kubernetes integration, and production patterns for deploying MIG in containerized environments.

A secure server room with layered access controls

User Safety in Production Systems: Engineering Trust at Scale

A practical guide to designing user-safe systems at scale. It covers architecture patterns, tooling, and real-world failure scenarios.

Kubernetes cluster with tracing visualizations

Eight Production Patterns for Distributed Tracing on Kubernetes

Distributed tracing is essential for debugging microservices. This post outlines eight practical patterns for implementing tracing with OpenTelemetry and GCP Cloud Trace in production.

Kubernetes cluster autoscaling diagram with custom metrics pipeline

Designing Multi-Cluster Kubernetes Autoscaling with Custom Metrics: Real-Time Production Strategies

Explore how to design multi-cluster Kubernetes autoscaling powered by custom metrics. Learn the end-to-end pipeline from metrics collection to scaling decisions, production-tested patterns, and the failure modes that catch teams off guard.

A deep dive into containerd architecture and container runtimes

Mastering Containerd: A Deep Dive into Modern Container Runtimes

A comprehensive guide to mastering containerd, covering its architecture, integration with Kubernetes, and production optimization strategies for modern infrastructure.