The Signal #2: Your AI Doesn't Know Who IT Is (And That's the Next Problem) A purpose document tells your AI who you are. A soul document tells your AI who it is.
What Is Sycophancy in AI? Why Your AI Agrees With You (And Why That's Dangerous) Sycophancy in AI is the tendency of language models to tell users what they want to hear rather than what is accurate.
What Is a Skill Graph? How Operators Map AI Capabilities Into Systems A Skill Graph is a map of procedural AI capabilities — the structured definition of what your AI operating system can do and how those capabilities relate.
The Signal #1: Your AI Doesn't Know Who You Are (And That's the Problem) It doesn't know what you're building. It doesn't know what you've already decided. It doesn't know your standards, your preferences, your constraints, or your goals. Every time you open a session, you're talking to a brilliant stranger who has never met you.