6 posts
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.
How I built an automated podcast production pipeline — AI content generation, audio synthesis, episode formatting, and publish-ready output from a structured brief. A case study in end-to-end media automation.
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.
How I built a local AI assistant from scratch — LLAMA integration, custom PyQt6 interface, and a local-first architecture that keeps data on your machine. A case study in practical AI deployment.
How I designed and built a Discord-integrated org management system for Star Citizen — from database architecture to live web dashboard. A case study in full-stack development and practical SQLite design.
A technical walkthrough of building an automated stock trading bot in Python — covering data pipelines, strategy logic, backtesting, and the hard lessons from running it live.