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.
context window — The maximum amount of text a model can consider at once — its working memory for the current conversation or task.
Why it matters
Long-running 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 → teams hit the context windowThe maximum amount of text a model can consider at once — its working memory for the current conversation or task.Full definition → as a hard wall; this lays out complementary mechanisms for preserving continuity across unbounded investigation rounds without collapsing the agents into repetitive reasoning.
