# My Paper Trading Bot Went Live This Week — Here's the Guardrail Stack I Built First Confession time: my trading bot has been "almost ready for real money" for about four months. Classic side-project arc. I built a scanner, it found opportunities, it paper-traded them beautifully. The equity curv...
Read articleI scrape data for a living, and most of that job is the same fight over and over: a site has data I need, and it really doesn't want me to have it. This is the story of one wall that beat every trick in the usual playbook — and what finally worked. The target I needed a set of listings from a larg...
Read articleI run a one-person dev shop, and I keep hearing the same complaint from small business owners: answering customer support emails eats hours every day, especially when half the questions are variations of the same five things. So I built a small pipeline: Gmail → Claude API classification → Slack no...
Read article