Mirrors vs Superhighway

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

Web search built for AI agents. Search the live web, pull recent news, and read any page as clean markdown, pay per call, free tier to start.

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 Superhighway

Web search built for AI agents. Search the live web, pull recent news, and read any page as clean markdown, pay per call, free tier to start. Five tools that do the whole search job for an agent, from query to clean, structured content. Agents can even pay for each call on their own, no API key required, so they can pick up new tools without a human wiring anything.