Alibaba Open Code Review trades recall for precision, using roughly a ninth of the tokens a general agent burns. See what that trade really costs you.
Hands-on experience with AI, self-hosting, Linux, and the developer tools Botmonster actually uses
Debug 90% of Linux network faults with three commands
Debug Linux network issues with ss, nftables, and tcpdump. Inspect sockets, trace firewall rules, and capture packets to diagnose connectivity.
WebMCP runs on my blog while Apple fights the whole idea
WebMCP lets a web page register tools that AI agents call in the browser. Chrome ships it in origin trial, Apple opposes it, botmonster.com runs 7.
ego lite lets your AI agent use every login you own
The ego lite browser for AI agents gives each agent an isolated Space that inherits your real logins. The project ships the skill, not the browser.
HTTP/3 is faster, but not on every network you test
What QUIC fixes over TCP+TLS, how to enable HTTP/3 in Nginx and Caddy, and how to measure real gains. Includes honest cases where HTTP/3 doesn't help.
A $9 chip with RuView can hear you breathe through a wall
RuView WiFi sensing turns a $9 ESP32 into a presence and vital signs sensor for Home Assistant. See which accuracy claims it actually measured.






