A popular Python library just became a backdoor to your entire machine
…AI APIs and local LLMs, there's a good chance you've at least heard of LiteLLM. It's one of the most popular Python libraries for interacting with large language models…
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Nvidia's RTX Spark is already here under a different name, and I ran Cyberpunk at 1440p on it
…Granted, that's been mostly for AI workloads like serving large local models and fine-tuning smaller ones, but I also tried gaming on it, too. The results caught me off guard…
Why a mini PC might be the better back-to-school buy than a laptop for work and play
…gives you enough desk real-estate to keep a PDF, your notes, and your local AI model visible simultaneously. Instead of constantly juggling between PowerPoint slides, academic journal articles, and Microsoft Word…
I finally found a vibe-coding tool I can trust with my home lab, and the AI never sees a single API key
…then hand it to your local assistant. Pretty neat. Three live workflows and $50 of AI credits completely free After that, it's bring your own model If you want to get…
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I ditched Ollama as my default runtime, and the replacement starts models in a fraction of the time
1w agoI'm running a 284-billion-parameter model across two machines, and it finally matches the cloud
1w agoI trusted Antigravity and a local LLM with the same office tasks, and only one respected my files
1w agoI gave Claude Code, Antigravity, and my local LLM the same coding project, and only one of them understood the assignment
1w agoUsed enterprise workstations are the home lab upgrade everyone overlooks
…a 10GbE NIC, a couple of NVMe drives, and maybe a GPU for transcoding or local AI inference. A Precision T5820 or Z4 G4 running a Xeon W-2100 series chip gives…
Your SSD will outlive your entire PC, so don't overpay for a bigger one right now
…If, however, you do find yourself editing 4K video feeds or running large local LLM models, 2TB would also be worthwhile. If you do decide to spend big on multiple NVMe drives…
I tried passing an NPU through Proxmox, and the software just isn't ready to catch up with the hardware
…A mini PC that can offload lightweight AI workloads without chewing through CPU cycles or waking up a bigger GPU would be genuinely useful. Local transcription, image tagging, small model inference, and…
I replaced my Chromecast with a $50 box, and I'd take it over Google's $100 Streamer
…My Bachelor’s thesis was conducted on the viability of benchmarking the non-functional elements of Android apps and smartphones such as performance, and I’ve been working in the tech industry…
Your SSD has a free endurance setting most people never touch, and it matters more than ever
…If you've jumped aboard the local AI train like I have, you're also probably downloading, deleting, and swapping around large language models that are tens of gigabytes in size. Now…
The RTX 20 series has officially become Nvidia's Windows 7
…Now, almost eight years later, both those things have become central pillars of PC gaming, while Tensor cores now power everything from image reconstruction to local AI models. Nvidia sure didn't…