Context Window Management: Engineering Agent Short-Term Memory

As agents execute long tasks, their context windows fill with tool results, reasoning traces, and intermediate outputs. Managing this finite resource — deciding what to keep, summarize, compress, or offload — is a core engineering challenge that directly determines how far an agent can run before degrading or failing.