MANAGING CONTEXT IN LONG-RUN AGENTIC APPLICATIONS

Summary from the TLDR Dev newsletter

Slack Engineering overcomes LLM context window limitations in long-running multi-agent security investigations by using three complementary context channels. This system uses a Director's Journal for structured memory, a Critic's Review to assess and prune inaccurate findings, and a Critic's Timeline to construct a plausible event chronology.