Prompt Engineering - The Protocol of Intent: The Theoretical Foundation
Hugging Face Forums [Unofficial]
May 19, 2026
Sorry to say so but I do think coding logic into prompting will end up being a dead end road. Instead of creating a protocol for prompting which sorry again, it is just better wording, we should move into separating logic and reusable knowledge into a different architecture layer, a cognitive runtime, where we can have a clear idea of the which and whys of the process follow for a given result instead of relying on blackboxes for everything. That is the way into a real usable secure deployment of agents in real settings. Check this more detail argument for that Beyond Prompting: Decoupling Cognition from Execution in LLM-based Agents through the ORCA Framework
Discussion in the ATmosphere