Excerpt
In complex, long-running agentic systems, maintaining alignment and coherent reasoning between agents requires careful design. In this second article of our series, we explore these challenges and the mechanisms we built to keep teams of agents working productively over long time spans. We present a range of complementary techniques that balance the conflicting requirements of continuity a...
This article presents a sophisticated approach to managing long-running multi-agent systems, particularly in security investigations. The strongest aspect of this narrative is its emphasis on structured context management to maintain coherence and alignment among agents. The use of the Director’s Journal, Critic’s Review, and Critic’s Timeline as complementary mechanisms is a robust solution to the challenges of context window limitations and agent alignment. The system’s ability to mitigate hal...