AI agent — An AI system that doesn't just answer once but works toward a goal in a loop — taking actions, reading the results, and deciding what to do next.
sandbox — An isolated environment where AI-generated code or agent actions run without being able to touch anything real.
agent skill — A reusable instruction file that teaches an agent how to do one job well — the procedure, the tools, and what counts as done.
Why it matters
The one-AI agentAn AI system that doesn't just answer once but works toward a goal in a loop — taking actions, reading the results, and deciding what to do next.Full definition →-plus-lazy-loaded-skills-and-scopes pattern is a direct alternative to building a bot per workflow, and the sandboxAn isolated environment where AI-generated code or agent actions run without being able to touch anything real.Full definition → and credential-brokering design shows how to give an agent real system access without handing it production secrets.
