MetalBear’s mirrord: Testing AI Agents Against Your Real Infrastructure

Eyal Bukchin, Co-founder and CTO at MetalBear, makes the case that AI agents write code fast, but they build on assumptions about your stack that may be wrong.

He shares how mirrord gives agents real cloud context with preview environments, DB branching, and chaos-style failure simulation, and makes a bold prediction about Kubernetes’ future.

If your team is adopting Cursor, Copilot, or Claude and wondering how to trust what agents ship, this one’s for you.