How-to
Self-Verifying AI Agent Loops: What's Real, What's Hype, and How to Run One
A self-verifying AI agent loop checks its own work against live sources. Here is the real technique behind the viral Kimi swarm, minus the hype.
ModemGuides BlogGuides for people who would rather own their hardware than rent it.
AI Infrastructure · Topic
Every AI Infrastructure article tagged AI Agent, newest first.
8 articles
How-to
A self-verifying AI agent loop checks its own work against live sources. Here is the real technique behind the viral Kimi swarm, minus the hype.
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.
Security
AutoAgent proves AI agents can autonomously modify their own tools and behavior. What self-improving agents mean for your local AI stack and home network security.
How-to
Take control of your home network by turning a simple Raspberry Pi into a network-wide ad and tracker blocker. This comprehensive guide walks you through setting up Pi-hole from scratch, showing you how to intercept telemetry from smart TVs, speed up your...
How-to
Running AI locally keeps your data private, but default configurations can leave your home network vulnerable. Learn how to protect your deployment from exposed APIs, prompt injection, and supply chain attacks by isolating and hardening tools like Ollama, OpenClaw, and n8n.
How-to
Learn how to build a private, zero-cost AI agent stack using Ollama, n8n, and AnythingLLM. Automate workflows and chat with documents locally with no API fees.
OpenClaw
Learn how to run a powerful, local AI agent for your smart home without compromising your network. This guide covers secure OpenClaw deployment, Docker sandboxing, and Home Assistant integration.