Context engineering

The library behind the system.

The vocabulary we build client systems on — fail-safe versus fail-dangerous, anti-knowledge, costume versus substance, the gap taxonomy. The honest version of "how to make AI work for you."

Put it to work

The open, no-gate posts live on the blog. The fastest way to see these ideas in action is to run one of your own skills through the Skill Auditor, or to apply for the full engagement and get a system built around your actual context.