Implementing Word Count in Production Systems
Word count seems simple, but production implementations reveal subtle complexities around encoding, locale, performance at scale, and integration with data pipelines.
Production-Engineering
User Safety in Production Systems: Designing for Secure, Reliable Interaction
Exploring production-proven patterns that keep users safe from malicious input, privilege escalation, and cascading failures in modern software systems.
User Safety in Production Systems: Authentication, Authorization, and Data Privacy at Scale
How to design authentication, authorization, and data-handling systems that protect users while keeping production pipelines reliable.
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.
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.