Unverified50% confidenceFactExact time
A minimal Agent with only a 20-message sliding window and a single bash tool achieved memory persistence, long-task planning, and step-by-step execution through self-evolution, without the need for developers to write memory management code or preset task decomposition frameworks.
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50%
Confidence
Long-term
Relevance
9/11/2026
First Seen
Sources
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