Zero-Downtime PostgreSQL Major-Version Upgrade at Scale

Zero-Downtime PostgreSQL Major-Version Upgrade at Scale

A multi-terabyte PostgreSQL 12 database was reaching end of life, and the business ran around the clock, so the usual answer of "schedule a maintenance window" was off the table. We upgraded it to Pos

Migrating a Monolith to Kubernetes Without a Big-Bang Cutover

Migrating a Monolith to Kubernetes Without a Big-Bang Cutover

Almost every failed "let's move off the monolith" project shares one detail: the plan was a big-bang cutover. Rewrite in parallel, pick a weekend, flip the switch, and pray. This is the opposite of th

Cutting a SaaS AWS Bill 41% Without Slowing Delivery

Cutting a SaaS AWS Bill 41% Without Slowing Delivery

A growing SaaS ran on EKS with a full GitOps pipeline, and it was over its AWS budget nearly every month. The reflex from leadership was the usual one: freeze features until the bill comes down. That

QuenchWorks: Building a 0-CVE Container Image and Helm Chart Catalog

QuenchWorks: Building a 0-CVE Container Image and Helm Chart Catalog

When Bitnami moved its long-trusted catalog behind a paid tier, thousands of teams woke up to a supply-chain problem they didn't choose. The free images they had pinned in production would stop gettin