Mohamed Othman

Adam Prism: A Sovereignty-First Architecture for Verified, Deterministic LLM Agents

Autonomous LLM agents that generate code, documents, or system artifacts face a structural problem: their outputs are stochastic, while the environments they must produce for are deterministic. Orchestration frameworks such as LangGraph, CrewAI, and AutoGen move control out of th...