AI 14 min read
My Agentic Web Development Setup Is Basically a `while True` Loop
A multi-model web development pipeline — research, design, implementation, review — eventually orchestrated by a boring Python while True loop.
#automation
6 posts
AI 12 min read
Your AI Agent Should Be a Folder
After testing agent frameworks, I found the best personal AI agent isn't a platform — it's a well-organized folder of Markdown, scripts, logs and state.
AI 6 min read
I Automated an Entire Course Production Pipeline. Then I Decided Not to Use It.
I built an AI pipeline turning storyboards into assets, narration, slides and captions. It almost worked, and showed why courses are authored, not manufactured.
Infrastructure 10 min read
Why I Created an Ultra-Simple MySQL Backup Tool
Backups shouldn't need dashboards, agents or cloud tokens — just a boring script, cron, and a compressed dump on another VM. The thinking behind mysql-backup.
AI 9 min read
Human-in-the-Loop Is a Lie We Tell Ourselves Before Clicking "Approve All"
Human-in-the-loop sounds responsible, but tired humans rubber-stamping prompts isn't governance. Real answer: programmatic boundaries, human accountability.
AI 8 min read
I Tried Building My AI Agent With Existing Agent Frameworks. Then I Chose the Boring Deterministic Way.
After evaluating multiple AI agent frameworks, I found that deterministic automation with an LLM inside beats magic autonomy for real operational work.
