Mirrors

Fix recurring AI agent mistakes with real-time guidance

Mirrors turns your AI agent’s recurring mistakes into targeted corrections. Preview where each one applies, add it only in those situations, and measure whether it helped.

Spot the mistakes that keep coming back, correct them while your agent works, and measure whether each correction helped. Soon every run carries dozens of patches, and no one knows which ones help. See what your agent keeps getting wrong in production. Preview the past conversations it would have reached. See which mistakes repeat across production runs.

Pricing & access

Mirrors is a paid product. Check runmirrors.com for current plans.

Frequently asked questions

What is Mirrors?

Mirrors is fix recurring AI agent mistakes with real-time guidance. Mirrors turns your AI agent’s recurring mistakes into targeted corrections. Preview where each one applies, add it only in those situations, and measure whether it helped.

Is Mirrors free?

Mirrors is a paid product.

What are the best Mirrors alternatives?

People comparing Mirrors also look at Backlane, Bot403, Cypher eSIM, Reuily. See all options in the Developer Tools category on SiftFox.

Work on Mirrors?

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