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A Ruby CLI tool called 'try' helps developers manage and navigate experiment directories with fuzzy search, auto-dating, and smart sorting. A user extended it to easily deploy experiments to GitHub Pages.
OpenAI shares their deep learning infrastructure approach and open-sources kubernetes-ec2-autoscaler, a batch-optimized scaling manager for Kubernetes, emphasizing how infrastructure quality multiplies research progress.