#ai-agents

2 posts

Building ForgedWatchdog — A Filesystem Watchdog for AI Agents

When AI agents write files autonomously, you need something watching them. Here's how I built ForgedWatchdog — a configurable Python watchdog with layer-based detection, classification, and auto-pause.

5 min read

Case Study: ForgeCommand — Multi-Agent Monitoring Dashboard

How I built a real-time multi-agent monitoring dashboard in PyQt6 — carrier scene visualisation, live status feeds, and autonomous system oversight from a single control panel.

5 min read
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