Four Publishing Zones Help Engineers Share Work Without Leaking Proprietary IP

A developer building an automated multi-agent system chose publication as a primary defense for intellectual property, reasoning that published write-ups become prior art. While drafting a piece on how the system routes decisions, they realized the planned level of detail would reveal proprietary weighting logic, which would function as a manual rather than prior art. Unable to resolve the tension with a binary publish-or-hold rule, they rewrote the section repeatedly and found that the work stalled the wider publishing pipeline. They then adopted a four-zone classification scheme that sorts content by sensitivity, with a practical test asking whether a draft describes what a system does or how it does it. The approach borrows from tiered sensitivity models common in information governance and compliance.