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YOUR AGENT · HOW IT FITS TOGETHERYouon TelegramOpenClawthe workerModel+ fallbacksClaude Codethe mechanicfixes · upgradesevery command verified against the official docs, Oct 2026
Blueprint

Build Your Own AI Agent From Zero: OpenClaw + Claude Code, the Honest Beginner's Guide

Everything between "I've used ChatGPT" and a personal agent that runs real work for you — what to buy, every command, how to lock it down, and the truth about making money with it.

23 min read Oct 5, 2026
MONTHLY AI SPEND · 942 SMALL BUSINESSESnothing33%under $10028%$100–25016%over $25010%source: bluevine small business survey, 2026
Review

What AI Automation Actually Costs a Small Business in 2026

Real prices from vendors' own pages. What a third of small businesses spend (nothing), and why the software bill is almost never the expensive part.

12 min readSep 18, 2026
MEMORY BANDWIDTH · GB/SM5 Ultra1,229M5 Max614RTX Spark N1X~300DGX Spark273Ryzen AI Max+256dashed = not yet confirmed by nvidia
Deep Dive

NVIDIA Confirmed Everything About the RTX Spark Except the Price

Specs, eight OEMs and an October date are official. The bandwidth number half the press has wrong, and why a memory shortage explains the silence.

11 min readSep 18, 2026
MCP SERVERS · WHAT YOU CONNECTyour agentfilesystempostgresplaywrightpostmark-mcpfirst malicious server found in the wild, sept 2026
Review

The MCP Servers Actually Worth Running (and the Ones That Will Get You Robbed)

MCP is a Linux Foundation standard now, and the July spec broke almost everything written about it. What to connect, and the attacks already happening.

12 min readSep 16, 2026
DECODE · GPT-OSS 120B · TOK/SDGX Spark38.6Strix Halo34.1$4,699 vs $3,449 — for 4.5 tok/s
Review

DGX Spark vs AMD Strix Halo: The $4,000 Local-AI Box Showdown

Two 128GB unified-memory boxes, one costs nearly double — and the decode benchmarks are four tokens apart. Which one to actually buy.

10 min readSep 15, 2026
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