Recent Blog Posts
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DeepSeek V4 Flash DSpark on 2× DGX Spark: ~60-67 tok/s with Speculative Decoding
For local inferencing, here is a setup that has proven to be quite stable and fast. It’s the 2x DGX Spark running DeepSeek V4 Flash. It keeps the model running locally and, I’d say, is near Frontier, and doesn’t get lost often when using agents. It’s pretty good at planning, too. The reviews quote ~40…
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SGLang vs vLLM vs llama.cpp vs Atlas — The Inference Engine Shootout for DGX Spark Clusters
SGLang vs vLLM vs llama.cpp vs Atlas — The Inference Engine Shootout for DGX Spark Clusters The NVIDIA DGX Spark (GB10) has transformed from a curiosity into a genuine building block for local AI infrastructure. What began as a 128GB unified-memory desktop appliance has, through community effort and NVIDIA’s own software maturation, become a node…
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Cloudflare is Helping to Paywall the Internet
Cloudflare is Helping to Paywall the Internet The 1990s Internet made information free. AI agents are making it billable. Since the mid-1990s, when the commercial Internet took off, the dominant bargain was simple: content for attention. You browsed, you clicked, you saw ads — and the publisher got paid by advertisers. Most information was free…
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From Prompts to Loops: Seismic Shift in AI Agent Workflows
A new paradigm shift from manually prompting AI agents to designing autonomous systems that prompt them occurred in June 2026.
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DGX Spark Clusters by the Numbers: A Sizing Guide Across 1, 2, 3, and 4 Nodes
NVIDIA’s DGX Spark (GB10) started as a deskside curiosity — a 128GB unified-memory workstation drawing ~38W from the GPU during inference. Over the last several weeks, a wave of open-source recipes and community benchmarks has turned the Spark into a modular building block. Users are connecting 2, 3, and 4 units directly — no switch…
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What You Can Run on a DGX Spark Today (Mid-2026)
A wave of open-source recipes and community benchmarks this week clarified what the deskside AI inference market can do in mid-2026 on NVIDIA DGX Spark hardware.
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How to Connect Arlo Pro4 to Google Wi-Fi (the 2.4 GHz problem)
To get a Pro4 to connect to Google Wi-Fi, you must connect your iPhone or Android to the same access point, both using 2.4 GHz. Sounds easy, but using Google Wi-Fi, this capability does not exist. Therefore, here is what you must do. Disconnect all but one Google Wi-Fi. This is a temporary measure; you’ll…
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Why you shouldn’t get your news from Facebook
Yes, this article has a sensational title, saying that you shouldn’t get your news from Facebook. You’d have to be a fool to believe the opinions of your former classmates, or worse, the views of people you don’t even know, or still worse, to believe advertisements or apparent news stories on a site like Facebook.
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Difference between 1156 and 1167 auto bulbs – know this and save $6!!!
I have an old 1991 Toyota pickup. Love this reliable truck. The left rear brake light stopped working and needed replacement. I of course went to amazon.com because I like prime shipping and wanted the light as soon as possible without having to drive to the local auto parts store. I typed in the search…
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My experience in upgrading to Google WiFi
I recently upgraded my home network to Google Wifi system (set of 3) and have had a positive experience.