Show HN: Mirrors – Improve AI agents with staging environments

Category: ai-ml

Tags: ai-agents, staging-environment, testing, agent-ops

Score: 4.7/10 (Innovation: 6, Technical: 3, Documentation: 2, Utility: 5)

Mirrors is a staging environment for AI agents that lets you inject guidance and test changes based on session conditions before deploying. It aims to help teams learn from agent traces and ship fixes without regressions, but the project is very early with minimal documentation.

Target audience: AI engineers, backend developers working with LLM agents, devops for ML

Repository: https://www.runmirrors.com/

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