Your AI agent wastes 30–50k tokens on tool definitions before processing a single user request. Toolgz cuts that by 80% without losing accuracy. Here’s how to install and use it.
AI Made People 3x Less Accurate but 2x More Confident — The ‘Cognitive Surrender’ Problem
New study: AI access slashed ‘I don’t know’ from 44% to 3%, making people twice as confident but 3x less accurate. What ‘cognitive surrender’ means for devs.
How to Set Up a Self-Hosted Dynamic DNS Server with Knot DNS
Tired of DDNS providers that limit what records you can update? Here is how to run your own Dynamic DNS server using Knot DNS and gain full control over your DNS infrastructure — with support for nsupdate, any record type, and zero third-party dependencies.
How to Install and Use HeimWall: Catch Secrets Before You Paste Them Into Claude, Cursor, or Copilot
HeimWall is a free macOS app that catches API keys, tokens, and PII in your AI prompts before they ever leave your machine. A complete install and testing guide.
Your AI Coding Assistant Might Be Uploading Your Code to the Cloud — Here’s How to Check
A security researcher just discovered Grok Build was uploading entire Git repositories to the cloud without telling anyone. Here’s a step-by-step framework to audit any AI coding tool for data privacy risks.