Developers are enamored with autonomous agents that take a goal, plan, call tools and iterate to completion. Olalekan Ogundipe warns that this excitement masks a dangerous assumption: autonomy can coexist with unchecked execution. When agents hold credentials and invoke tools directly, decision‑making and execution authority merge, reproducing the classic Confused Deputy Problem where a privileged component is tricked into misusing its power.

Most orchestration frameworks embed this logic inside application code, creating four structural flaws. Execution runs with full developer permissions, policy lives in prompts rather than enforceable rules, audit trails become nondeterministic, and failures hide as null values. Such prototypes may thrive in sandbox projects but they crumble under regulatory scrutiny in healthcare, finance, government or critical infrastructure.

Ogundipe proposes a semantic execution boundary embodied in O‑lang, a governance protocol that sits outside the code base. It enforces resolver allowlists, symbol validity, deterministic traces and explicit failure handling, separating intent, policy and actual trace. Without this separation, autonomy degenerates into privilege escalation, making agents powerful yet unsafe.