Mirrors vs Ozbrain

Mirrors rebuilds the systems your AI agents call and replays real sessions against every prompt, tool, or model change before it reaches production.

OzBrain is a shared brain every AI agent you use can read and write. One structured source of truth across Claude, ChatGPT, Cursor, and coding agents.

About Mirrors

Mirrors rebuilds the systems your AI agents call and replays real sessions against every prompt, tool, or model change before it reaches production. Schema, seed data, and tool behavior mined into a runnable copy of the systems your agent calls, including the internal tools nobody will give you a test instance of. Every change is tested against past sessions before it merges. The Replay screen diffs each recorded production call against its counterpart in the environment, so you can see where the two agree and where they drift before you trust it with a merge gate.

About Ozbrain

OzBrain is a shared brain every AI agent you use can read and write. One structured source of truth across Claude, ChatGPT, Cursor, and coding agents. Help me understand how OzBrain can help us work better: https://ozbrain.com/docs/learn Copy Prompt for Agent. The whole team's AI agents work together on the same knowledge. What one of you works out, everyone's agents already have. The current version is wherever someone last saved it. Copies of the same plan sit in Drive, on laptops, in Downloads, in email, and no one's sure which is current.