Radiance
Local LLMs Move to Team Deployment: Ops Challenges Arrive First
Radiance enables team-local inference, but key management, access control, scaling, and maintenance become harder than model deployment.
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Framework
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AMD
$35K AMD DIY Rig Runs Qwen 122B Locally, 2x Faster — Private AI Now PC-Tier
A Reddit user built a $5K AMD-based local AI workstation (Framework Strix Halo + R9700) running Qwen 122B at 2x speed. The real story: workstation-gra
DeepSeek
DeepSeek Open-Sources Its Agent OS — And That Matters More Than the Code
DeepSeek's Cordis Agent framework dissected in 9 chapters — first time a top Chinese AI firm has exposed production Agent infra at this depth.