OpenClaw AI Agent Builder
Outlier
Build and evaluate autonomous agents remotely with OpenClaw, focusing on agent traces, evaluation rubrics, and complex systems integration.
Outlier seeks freelance AI Agent Builders to provide human feedback for improving large language models. You will help train proactive, multi-step agents that design, coordinate, and optimize real-world architectural workflows. The work suits software developers and orchestration specialists with at least two years of experience.
Key Responsibilities:
- Write evaluation rubrics for autonomous agent behavior
- Debug agent traces across multi-turn interactions
- Stress test agents in real-world environments
- Provide clear technical feedback on system behaviors
- Help improve large language model agent performance
Requirements:
- Two or more years in backend engineering, AI automation, or systems integration
- Build and maintain production-grade modular software
- Experience with live, non-mocked environments
- Handle complex multi-turn system interactions
- Strong attention to detail and technical communication
Apply agent-building expertise to OpenClaw projects through evaluation, debugging, stress testing, and precise technical feedback.
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