HumanLayer: Integrating Human Oversight into AI Agent Workflows

HumanLayer

Discover how HumanLayer's API and SDK enable the integration of human feedback and approvals into AI agent workflows, enhancing reliability and ethical considerations.

HumanLayer: Integrating Human Oversight into AI Agent Workflows

HumanLayer introduces a groundbreaking approach to AI agent development by incorporating human oversight directly into the workflow. This API and SDK solution allows developers to seamlessly integrate human feedback, input, and approvals into AI operations, ensuring that critical decisions are made with human insight. With support for popular programming languages like Python and TypeScript, and compatibility with major frameworks such as OpenAI, LangChain, and CrewAI, HumanLayer is designed to fit effortlessly into existing tech stacks.

The platform offers a unique feature set, including the ability to require human approval for specific function calls, omnichannel contact options across Slack, Email, and Discord, and advanced approval workflows with escalations and timeouts. This ensures that AI agents can operate more reliably and ethically, with human oversight where it matters most.

HumanLayer's require_approval() decorator is a standout feature, allowing developers to designate certain functions as requiring human review before execution. This not only enhances the safety and reliability of AI applications but also provides a mechanism for continuous learning and improvement based on human feedback.

With plans ranging from a free starter tier for individual developers and small projects to premium and enterprise options for larger teams and more complex needs, HumanLayer is accessible to a wide range of users. Its emphasis on human-in-the-loop processes represents a significant step forward in the development of responsible and effective AI systems.

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