We implemented Stanford's Agentic Context Engineering paper which shows agents can improve their performance just by evolving their own context.
How it works: Agents execute tasks, reflect on what worked/failed, and curate a "playbook" of strategies. All from execution feedback - no training data needed.
Happy to answer questions about the implementation or the research!
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