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Category: Technology

Why CPU Matters More Than GPU for Local LLMs

Why CPU Matters More Than GPU for Local LLMs


Posted May 23, 2026

We ran identical RTX PRO 6000 Blackwell GPUs on a 2025 Ryzen 9 9950X3D and a 2018 i9-9900K to show why CPU matters...

gpt-oss-20b: Sleeper Voice Agent Champion

gpt-oss-20b: Sleeper Voice Agent Champion


Posted May 23, 2026 in AI

We tested OpenAI gpt-oss-20b as a voice agent, not a chat model. Latency, barge-in, and accuracy results that make it...

RTX PRO 6000 Blackwell vs NVIDIA GB10 Grace Benchmark

RTX PRO 6000 Blackwell vs NVIDIA GB10 Grace Benchmark


Posted May 23, 2026 in AI

NVIDIA GB10 Grace Superchip in DGX Spark vs the RTX PRO 6000 Blackwell. We benchmark both on local LLMs and report...

CMMC Level 1 Self-Assessment: 30-Day NC Manufacturer Plan

CMMC Level 1 Self-Assessment: 30-Day NC Manufacturer Plan


Posted May 22, 2026

A 30-day CMMC Level 1 self-assessment playbook for small North Carolina manufacturers: scope FCI, the 17 practices,...

Is Proxmox Free? Enterprise Licensing Explained 2026


Posted May 16, 2026 in HIPAA, CMMC, Compliance, Data Breach, Ransomware

Is Proxmox free in 2026? Yes under AGPL. See what the enterprise subscription adds, real per-socket pricing, and when...

Cursor AI IDE 2026: Setup, Agents, Security Guide

Cursor AI IDE 2026: Setup, Agents, Security Guide


Posted May 12, 2026

Cursor AI IDE 2026 guide: agent mode, BugBot, MCP, .cursorrules, CMMC and HIPAA security playbook, and honest Claude...

Claude Code Documentation: 2026 Working Guide

Claude Code Documentation: 2026 Working Guide


Posted May 12, 2026

Practical Claude Code documentation for 2026: skills, hooks, MCP servers, slash commands, Opus 4.7, Agent Teams, and...

Proxmox vs Docker in 2026: When to Use Each (VE 8.3 Update)

Proxmox vs Docker in 2026: When to Use Each (VE 8.3 Update)


Posted May 12, 2026

Proxmox vs Docker in 2026: decision framework for MSPs and IT teams. VE 8.3 OCI, Docker Engine 26, three ways to run...

A100 vs 5090 vs H100: Best AI GPU (2026)

A100 vs 5090 vs H100: Best AI GPU (2026)


Posted May 6, 2026

A100 vs RTX 5090 vs H100 for AI in 2026: VRAM, FP8, MIG, NVLink, sourcing tradeoffs. NVIDIA Elite Partner Channel...

Best AI Workstation 2026: RTX 5090 Build & Prebuilt Picks

Best AI Workstation 2026: RTX 5090 Build & Prebuilt Picks


Posted May 6, 2026

Best AI workstation 2026: RTX 5090 build vs prebuilt, top GPU and CPU picks, and budget-to-research configs for ML,...

Claude Code CLI Guide: Install, Configure, and Use in 2026

Claude Code CLI Guide: Install, Configure, and Use in 2026


Posted May 6, 2026

Complete 2026 guide to Claude Code CLI: install, models, hooks, skills, MCP servers, subagents, worktrees, and...

Hermes Agent AI 2026: Self-Hosted AI Agent Stack Guide

Hermes Agent AI 2026: Self-Hosted AI Agent Stack Guide


Posted May 6, 2026

Hermes Agent is an open-source, self-hosted AI agent framework. 2026 guide to architecture, install, MCP tools, local...