Picking Up Where We Left Off


In Part 1, we established why post-execution safety fails and why pre-execution gates are an architectural necessity for AI systems that take real-world actions. Now we're going deeper: what does the internal structure of an action governance layer actually look like?

This isn't about specific tools or frameworks....