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Most tools that promise "run AI locally" ship as a Python script, a CLI that assumes you enjoy dependency management, or...
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Web Development
What the laravel-lang Attack Means for Small Projects (And Everyone Else)
Earlier this week, the PHP ecosystem got a sharp reminder that supply chain attacks are not a theoretical concern.
By Dallum Brown
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In Depth
Multi-Token Prediction Just Landed in llama.cpp — Here's What's Actually Available
For anyone running local LLMs, inference speed is the constant bottleneck. You either buy faster hardware, run smaller models, or accept the wait. A new feature in llama.cpp changes that equation — but the reality for local operators is more nuanced than the headlines suggest.
By Dallum Brown
May 29, 2026
In Depth
The Open Source Frontier Just Shifted: Infrastructure vs. Ecosystem
The age of the single-turn Q&A model is over.
By Dallum Brown
May 09, 2026
Artificial Intelligence
Why Most AI Setups Fail (And Why Yours Probably Will Too)
The latest discourse across developer forums usually sounds something like: "I tried [insert agent flavor of the week] and it gave me garbage. AI is fundamentally overrated."
By Dallum Brown
May 08, 2026
Google
Gemma 4: Solving AI’s Biggest Bottleneck with Open-Source Power and Unprecedented Efficiency
From massive cloud data centers to the edge device—discover the open model built for modern enterprise demands.
By Dallum Brown
Apr 11, 2026
Laravel
Axios npm Supply Chain Attack
Another day, another Javascript exploit.
By Dallum Brown
Apr 01, 2026