feat(blog): grouped list, pinned posts, author/date/copy-link metadata (#20)
Co-authored-by: Alice <alice@prismshadow.com> Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
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title: "A closer look at PenguinHarness — and running a self-improving agent locally on an AMD GPU"
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date: 2026-07-20
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category: news
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category: practice
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author: Ning Zhang (AMD), Yuyang Gao (AMD), Yaowei Zheng (PrismShadow)
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excerpt: What PenguinHarness actually is, the ideas behind its architecture, and a real end-to-end run — a local open-weight model on an AMD GPU that fails a scored task, then improves itself from 0 to 4 out of 5 by editing its own files, entirely on-device.
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