Show HN: Open-source implementation of Stanford's self-learning agent framework

Show HN (score: 6)
Found: October 18, 2025
ID: 1950

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Show HN: Open-source implementation of Stanford's self-learning agent framework 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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