Reality check
The Ryzen AI Max+ 395 for Local LLMs: An Honest Reality Check
The honest tokens-per-second, the $1,499-vs-$2,200 SKU trap, the Linux memory unlock, and whether a Strix Halo box can replace your Claude Code bill.
ModemGuides BlogGuides for people who would rather own their hardware than rent it.
AI Infrastructure · Topic
Every AI Infrastructure article tagged Claude Code, newest first.
3 articles
Reality check
The honest tokens-per-second, the $1,499-vs-$2,200 SKU trap, the Linux memory unlock, and whether a Strix Halo box can replace your Claude Code bill.
MCP
MCP servers connect your AI tools to files, APIs, and system commands — but 43% have at least one vulnerability. Learn how to audit, harden, and secure your MCP setup before attackers do.
Local AI
Andrej Karpathy's LLM Wiki pattern lets an AI build and maintain a structured knowledge base from your documents. Here's how to set it up locally with Obsidian and Ollama — no cloud services, no data leaving your network.