Microsoft: clearing chat history boosts AI agent results up to 66% with Fork-and-Flush

The Decoder · rss · 2026-10-13

Microsoft researchers found autonomous AI agents get trapped in 'idea basins' — local solution regions they can't escape — caused by their ever-growing chat context. Their 'Fork-and-Flush' method clears the chat history while keeping the workspace, letting agents restart with accumulated results but without conversational baggage. On the same compute budget, this yields up to 66% better results. A zero-cost, immediately actionable insight for agent engineering: context isn't the longer the better.

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