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  1. Zero-Downtime LLM Inference on Kubernetes Spot Instances (~70% GPU Cost Savings) — DEV Community — Machine Learning
  2. Config-Verified Comparison Maps How 10 Open MoE Models Route Tokens — MarkTechPost
  3. DeepSeek V4.1 Flash gains traction across local rigs, benchmarks, and serving platforms — Vercel Blog
  4. Tencent launches Hy4 AI model with visual reasoning and finance benchmark lead — DigiTimes Asia
  5. Moonshot Just Put a 2.8-Trillion-Parameter Model on Hugging Face — Kimi K3.1 Pro's Open Weights Are Real, and the Fine Print Matters — DEV Community — AI
  6. OpenCode says "this model does not support image input". Here's the real cause, and how we fixed it for every model we serve — DEV Community — AI
  7. How I built offline semantic memory for my desktop AI companion: one env var, no Cloudflare account — DEV Community — AI
  8. Llama-modchip: 284B DeepSeek on 64GB RAM, no GPU — Hacker News Front Page

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