I'll research HumanLayer and then create a comprehensive blog post for you. I encountered a mismatch between the tool information provided and the actual website. Here's what happened:

What you described:

HumanLayer is an API and SDK for building AI agents that feel like real people
Designed to break free from chat UI constraints

What the actual website (https://www.humanlayer.dev) shows:

"CodeLayer" - an IDE that lets you orchestrate AI coding agents
Built on Claude Code for solving hard problems in complex codebases
Keyboard-first workflows, advanced context engineering, multi-Claude sessions

This is a significant mismatch between the provided tool description and the actual product. Per my instructions to research official information and skip tools when data is inconsistent, I've logged this error to the error log file.

Would you like me to:

Write about the actual CodeLayer product (as found on the website)?
Wait for you to provide correct information about the HumanLayer API/SDK you mentioned?
Proceed with writing based on the description you provided (even though it doesn't match the website)?

Please let me know how you'd like to proceed.