Show HN: Open-source implementation of Stanford's self-learning agent framework https://ift.tt/Wmqj1uF

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! https://ift.tt/DzKw4LU October 18, 2025 at 10:09PM