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👻 WRAITH: Resurrecting Lost Memories with Local Gemma 4 — The Ghost in the Machine

This is my submission for the Hacktoberfest Open-Source AI Challenge — Week 4: Ghost in the Machine . What if an old diary could tell its story again? What if forgotten letters could preserve not only the facts they contain, but also the emotions and mysteries hidden between their lines? Meet WRAITH — a local-first AI memory archive that transforms historical letters, diary entries, and personal…

We haven't written up this one. Dev.to has the full story — the link below goes straight to it.

Read the original at dev.to →

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Tech, AI leaders expand China's 2026 rich list

China’s 2026 rich list sees a record 1,529 mega-wealthy individuals, with tech leaders like DeepSeek’s Liang Wenfeng and ByteDance’s Zhang Yiming driving growth, reflecting the country’s expanding AI…

LLM Prompts Need API Contracts, Not Git Diffs

TL;DR — Most teams version prompts the way they version code: line diffs and PR review. That hides the real risk, because prompt text is both the interface and the implementation at once.

  • LLM prompts should be versioned like code, but differently.
  • Prompts act as both interface and implementation, hiding risk.
  • API contracts define guarantees, separating from wording.

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