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Jacob NolletteCloud & software engineer

The Question That Vanished, and the Fix That Was Almost Right

I run a self-hosted AI agent called Atlas. It lives in Slack, runs on my own Kubernetes cluster, and thinks on a pair of 24 GB datacenter GPUs in my basement — no cloud model in the path. Yesterday I asked it to do something routine: download a YouTube video into the...

Agentic Web Scraping with Browser Automation

The Challenge I went into this project wanting to build an agentic agent that could scrape the web and populate web application forms with information. Traditionally, building a scraping agent is stopped by the goalkeeper the minute the site renders content with...