PCIe bifurcation splits one x16 slot into four x4 lanes, so you can add up to four NVMe drives on a $25 adapter at full per-drive bandwidth.
Hands-on experience with AI, self-hosting, Linux, and the developer tools Botmonster actually uses
Python Memory Optimization: 50-80% Reduction with memray
Profile and optimize Python memory with memray, tracemalloc, and objgraph. Covers leak detection, generators, __slots__, and cutting peak use.
Running Gemma 4 26B MoE on 8GB VRAM: three strategies that work
Run Google Gemma 4 26B MoE on a budget 8GB GPU using aggressive quantization, GPU-CPU layer offloading, and tensor parallelism.
Self-host Plausible Analytics: 1 KB script, no cookies
Self-host Plausible on a cheap VPS with Docker Compose: a 1 KB gzipped privacy-first tracking script, zero cookies, a real Google Analytics swap.
AI coding agents are insider threats: prompt injection, MCP exploits, and supply chain attacks
Study of 78 coding agents including Claude Code, Copilot, and Cursor: all vulnerable to prompt injection, which succeeds 85% of the time.
Best USB-C docking stations for a dual-monitor Linux desk setup in 2026
USB-C docking stations for dual-monitor Linux setups. Compare Thunderbolt 4 vs USB4, review top docks by price, and check kernel compatibility.






