Tag

Building FastAPI Services on Kubernetes

How I structure FastAPI applications for Kubernetes deployment — from project layout to health checks, pod templates, and CI/CD.

Alert on Percentiles, Not Averages

Kubernetes Pod Template Generator

A tool for generating production-ready Kubernetes pod templates with best practices baked in.

Kubernetes Liveness != Readiness

Why CPU-Based Autoscaling Fails for API Services

CPU utilization is the wrong signal for scaling API services. Here's why request latency-based HPA produces better scaling behavior and how to implement it.