YC-Backed Mirrors Launches to Catch and Fix Your AI Agent's Repeated Mistakes in Real Time

ycombinator · x · 2026-10-30

Y Combinator amplified the launch of Mirrors, a new tool by @aisinghal that spots the mistakes your AI agent keeps making and fixes them in real time.

The workflow: identify what keeps going wrong, write the fix once, preview where it lands, and measure whether it actually helped. Pitched as an alternative to endlessly patching the prompt line by line — turning agent debugging into persistent, verifiable fixes.

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