Outlier helps the world’s most innovative companies improve their AI agents by providing human feedback and orchestration tools. Join a freelance role to shape the future of autonomous agents like OpenClaw, with remote work and weekly payments.
Write evaluation rubrics, debug traces, and stress test agents across live environments. Ideal candidates have 2+ years in backend engineering or AI automation and can deliver production-grade services with clear, high-density feedback.
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