10 GitHub repos that can save you thousands of dollars in software costs.
And some of them are so good, you’ll wonder why they’re free. Awesome The ultimate collection of curated resources. If you’re looking for a tool, library, framework, or learning resource, start here.
Every enterprise post-training story you hear is about compute or model choice.
Madiator, co-founder and CEO of Bespoke Labs, spends "Data and Environment Curation for Post-Training LLMs" arguing the actual bottleneck is somewhere else entirely: data and RL environments. Compute
DeepSeek AI just open-sourced DeepSeek Harness (dsh)
A plugin-native agent framework with Cordis micro-kernels and programmatic Code Mode. Here is the deep architectural breakdown of how dsh compiles tool SDKs and manages event-sourced agent lifecycles. Thread & deep dive
365 plugins for a coding harness that's 24 hours old.
Deepseek shipped dsh yesterday. the community didn't wait. the awesome-list already has 365 plugins, 11 categories, 220 forks. 100+ contributors. the org that maintains it didn't exist yesterday either. 8 worth
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