For Private Equity Most AI pilots never reach the P&L, and the hold period is not getting any longer. Here is how to build owned
In the last guide we defined the agent harness as the runtime that turns a model into an agent: the loop, the tools, the context
A language model, on its own, is not an agent. It reads a prompt and returns text. It cannot run a command, read a file,
For Private Equity AI Due Diligence: Pricing AI Risk and Upside in a Target Before You Close AI diligence has moved from a line in
Most teams meet Claude Skills as a single folder that teaches Claude how to do one thing well. That framing is correct, and it is
For Private Equity The traditional playbook of efficiency, margin, and growth still matters. It is no longer enough on its own. Here is how artificial

GenDD in Practice Travis Shepherd · A field guide for CTOs and architects modernizing at scale The market for mass code modernization is loud, and

You’re probably past the “should we use AI agents?” question. You probably already have agents running. And now you’re starting to feel what happens when

An agent stops being a chatbot when it starts doing things you didn’t ask it to do, on its own initiative, at the right moment.

Claude Skills are the answer to a problem every team using AI hits eventually: the same context, the same instructions, the same setup, retyped at