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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authored and GitHub committed 2026-07-22 22:22:02 +08:00
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title: "A closer look at PenguinHarness — and running a self-improving agent locally on an AMD GPU"
date: 2026-07-20
category: news
category: practice
author: Ning Zhang (AMD), Yuyang Gao (AMD), Yaowei Zheng (PrismShadow)
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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