A collection of open source tools for the 5th layer of the cake.

Work more safely and predictably with agents.

awman makes you the captain of a team of agents right from your terminal, always containerized.

ane helps humans and agents discover, explore, and edit source code more efficiently from the terminal.

aspec helps you and your agents share context via structured specs to achieve more predictable results.