New context engineering challenges in proactive agents

While standard practices like summarization and tool search are established, emerging agents require solutions for proactive notifications, memory intelligence, asynchronous workflows, goal tracking, and anti-cheating mechanisms. Browser interaction adds complexity due to large DOM and image contexts.

Summarised from the original article by an open-source model, then checked automatically: every number and English name must appear in the source. The original article is authoritative.