Mirrors – test AI agent changes by replaying production traces
Mirrors rebuilds the systems your AI agents call and replays real sessions against every prompt, tool, or model change before it reaches production.
Mirrors – test AI agent changes by replaying production traces launched on July 2, 2026 with 8 votes, #2,235 of 24,623 launches that month and more than 75% of that year's launches.
What it does
Mirrors rebuilds the systems your agents call, then replays real sessions to catch regressions before your users do. One past session, replayed in the environment against two versions of the agent. The bad refund happens here instead of in production. Start with the files you already have. No waiting on production traffic. The collector keeps the environment in step with production afterward. A trace export, agent code, tool code, or docs. Or stream sessions straight from production with the collector. 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. Ready in minutes. Replay…from runmirrors.com
Does a similar job
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- MWMirror World, create an AI clone of anyone2025 · mirr.world · ▲23
We built a tool where you can simulate anyone, in 30 seconds, using all of their publicly available data, for free. Check it out


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