Given agents safe access to high-stakes tools with HumanLayer

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