Writing
Notes on the tools I build and the problems they solve — automation, internal tools and vibe coding, written from the operations side.
Instagram Comment Automation Actually Works. Here Is What the Setup Guides Skip.
Everyone explains how to set it up. Nobody talks about what happens after you go live.
Every Problem I Hit Now Has a Technical Solution
What vibe coding means when you run operations, not engineering. And why that distinction stopped mattering.
If I Can See It on the Screen, I Can Get It Out
Chrome extensions became my secret weapon. Vibe coding made them something I build in an afternoon.
Every Morning, the Report Already Knows What Needs Fixing
How I built an automated lead performance report that replaced manual pre-meeting calculation with an email that arrives before anyone opens a laptop.
I Was "Monitoring" 25+ Instagram Pages. I Was Just Wasting Time.
How I built an Instagram story monitoring dashboard with spacing alerts and automated hourly email reports using Claude Code. No engineers involved.