https://42plugin.com/u/humanlayer
humanlayer - 活水插件 | 活水插件
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https://www.humanlayer.dev/blog/context-efficient-backpressure
Context-Efficient Backpressure for Coding Agents | HumanLayer Blog
Verbose test and build output wastes tokens and confuses agents. A simple wrapper script can dramatically improve agent performance.
coding agentscontextefficientbackpressurehumanlayer
https://www.humanlayer.dev/blog
Blog | HumanLayer
Insights on AI agents, LLM applications, and the future of human-AI collaboration.
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https://www.humanlayer.dev/blog/brief-history-of-ralph
A Brief History of Ralph | HumanLayer Blog
The Ralph Wiggum Technique went viral in the last week of 2025. Here's the story of ralph since the first time I met Geoff in June of 2025.
a brief history ofralphhumanlayerblog