HumanLayer: Agent function approval

Learn how to add human oversight to AI agent function calls using Python metaprogramming and closures for accurate, succinct agent interactions.

Video

Overview

I’ve been hacking on a python SDK and server side layer that enables human-as-tool and human approval workflows for autonomous AI Agents. I’ll go through the basics of how it works, how we did some basic python metaprogramming to improve function calling accuracy, and using closures for succinct agent-facing method signatures. I’ll demo a workflow in which a human can respond to a CLI prompt or a slack message to approve/reject a high-stakes function call

Links

https://github.com/humanlayer/humanlayer
HumanLayer SDK ensures human approval for AI agent function calls.
https://humanlayer.dev
SDK enforces human approval workflows for reliable, multi-channel AI agent tool use.

Tech stack