The MetalBear Blog
Deep dives, how-tos, and field notes on Kubernetes development and AI-driven software engineering. From the MetalBear team, the company behind mirrord.
Kubernetes 1.37 'Garhwal' graduates KYAML, DRA device taints, and Pod Certificates to stable, and takes early steps toward scheduler-aware …
Five common ways a dependency fails in production, and a small config to test each one in about five minutes.
Two outgoing calls that look equally reasonable in code review behave very differently once the dependency misbehaves, and a chaos rule …
Deliberately break connections to your dependencies on demand and see how your code actually responds.
Five distinct reasons your AI agent bill keeps climbing, and what actually fixes each one.
The proof of concept is the easy 10%. Here's what the other 90% actually costs.
Ship Faster, Ship Better
With mirrord, cloud developers can run local code like it's in their Kubernetes cluster — streamlining coding, debugging, testing, and troubleshooting.