Agentic loops rely on a cycle of thinking and tool use until context limits trigger session compaction. Ben's Bites argues that persistent file storage transforms these loops into true personal agents. This packaging differentiates tools like Grok Bot from standard LLM interfaces. Practitioners should prioritize external memory to maintain long-term agent state.