Build autonomous agents remotely with OpenClaw, GPT, and Claude while providing detailed technical feedback on complex system behaviors.
Outlier seeks freelance contributors to help train large language models as proactive, multi-step agents. You will support projects involving architectural workflows, agent coordination, and real-world system interactions. The work suits software developers and orchestration specialists with relevant production experience.
Key Responsibilities: Write evaluation rubrics for autonomous agent behaviors
Debug traces from multi-step agent interactions
Stress test agents in complex workflows
Provide high-density technical feedback on system behavior
Requirements: At least two years in backend engineering, AI automation, or systems integration
Build and maintain production-grade modular software
Handle live environments and multi-turn system interactions
Identify privacy leaks, authority escalation, and prompt injections
Apply careful attention to complex technical details
Contribute to OpenClaw agent development through evaluation, debugging, stress testing, and rigorous systems analysis.

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📌 OpenClaw Agent Builder (Quebec City)
🏢 Outlier
📍 Quebec City