Beginner-facing agent content has converged on a specific rhetorical move: establish that a chatbot and an agent are fundamentally different things [1], then promise the viewer they can build the latter without engineering experience [2]. IBM Technology's framing — that the skills needed for AI jobs are shifting as agents become more capable — sits at the more credentialed end of this spectrum, but the underlying pitch is the same across the feed. The tutorials democratize entry; they do not democratize the failure modes.