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.
AI wrote the code, the unit tests passed, and CI failed two hours later. Here's why that keeps happening and how to fix it.
Developing server-side rendered frontends locally is painful — your code can't reach cluster-internal services, and local setups never match …
TDD for the age of AI.
Our recap of KubeCon + CloudNativeCon Europe 2026 in Amsterdam, covering the themes that dominated, what surprised us, and why this was a …
AI tools generate code faster than ever, but testing that code against real infrastructure is still a hard problem. Here's how mirrord …
Everything you need to know before hitting the ground at KubeCon + CloudNativeCon Europe 2026, from the sessions we're excited about to the …
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.