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hardware

14 stories

Why your computer is slow, and what actually fixes it

Slow is not one problem, it is four, and the fix for one does nothing for the others. Here is how to tell which bottleneck you have in about a minute, using a tool already on the machine, before you spend anything on the wrong upgrade.

Ahmad J · Sep 7, 2026 · 8 min read

A computer processor with an integrated metal heat sink mounted on a circuit board with visible components and circuitry

Article · hardwareVisual

On-Device AI on Phones: Privacy and Latency, Not Hype

Running AI on the phone instead of in the cloud is sold as a buzzword. The real reasons are concrete: your data stays put, the response is instant, and it works offline.

Ahmad J · Sep 3, 2026 · 5 min read

A desktop computer case with glass side panel revealing red cable management and internal components, photographed in a dark studio setting

Review · hardware

USB AI Accelerators: The External Stick for Running Models

A class review of plug-in USB AI accelerators, what they realistically do for running models locally, and where the marketing outruns the silicon.

Ahmad J · Sep 1, 2026 · 3 min read

An M.2 solid-state drive with heatsink stands on a desk beside a laptop, coffee mug, and other computer components

Guide · hardware

How to Choose Hardware for Local AI

Ask about memory before compute: a model has to fit to run at all, and bandwidth sets the speed. CPU, discrete GPU, or unified memory. A short buying guide, plus an interactive picker that points you to the right path.

Ahmad J · Sep 1, 2026 · 3 min read

Camera, headphones, smartphone, notebook, watch and cable arranged on a wooden table in an industrial setting with windows and red lighting in background

Article · hardware

Why Future-Proofing a Computer Is Mostly a Myth

You cannot buy your way out of the future. What keeps a computer useful is not a bigger spec today but headroom in the parts you cannot upgrade, a machine that stays supported, and a workload that does not change much.

Ahmad J · Aug 31, 2026 · 3 min read