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Engineering

Architecture decisions, performance, and how we build ZCP.

Engineering

How We Cut EKS Costs 62% by Rethinking Node Architecture

Our sandbox cluster ran 8 EC2 instances 24/7 costing $260/month. Most were idle overnight. By separating platform services from time-based workloads and recognizing CI/CD managers as 24/7 services, we consolidated to 3 nodes saving $160/month while improving reliability.

Engineering

How We Consolidated 4 PostgreSQL Clusters into 1 with CloudNativePG

We ran 4 separate PostgreSQL clusters for 91MB of data. Each cluster had its own PodDisruptionBudget blocking node drains. This guide shows how we consolidated them into a single HA cluster with PgBouncer connection pooling using CloudNativePG and ArgoCD.

Engineering

Beyond GitHub Actions Quota Limits: Building Production-Grade CI/CD Artifact Storage

When GitHub Actions quota limits halted a startup's entire deployment pipeline for 24 hours, we helped them build a strategic solution. Learn the decision framework for evaluating artifact storage, why most teams make the wrong architectural choices, and how to build CI/CD infrastructure that scales with your business.