AI Agents

An agent decides. A scheduler executes. This cluster answers what that difference amounts to in practice, and what you have to build around an agent before you let it publish. A scheduler takes the post you wrote and fires it at the time you chose. An agent is given a goal and a set of tools, then picks the post, the network and the moment itself. Both are useful. Only one of them can surprise you. Read “AI Agents for Social Media” first: the decision loop, the tool surface an agent actually calls, and the cases where plain rule-based automation is the better answer. Then read “Human-in-the-Loop Approval Workflows”, for a concrete reason rather than a cautious one. Publishing does not reverse. SchedPilot's delete call fails with a 409 once a post has gone live on any platform, and its tool description says plainly that “published posts cannot be deleted”. An agent working through that call can publish in a second and cannot take it back at all, so the gate has to sit before the publish call, not after it. Expect this category to stay small. When we audited the agent-callable servers one of our own briefs had listed, three of the eight turned out to be community wrappers or a marketplace listing rather than vendor products. Brand voice, assistant setup and the prompt library sit below.