Just built a social sentiment scoring engine for my mining stock analyzer with Claude Code, then immediately used it to evaluate Marimaca Copper.
In one session it:
- wrote the scoring engine (3 new files, 9 modified)
- 26 unit tests, all passing
- ran a full analysis pipeline pulling Reddit + X sentiment
- delivered a detailed resource & drill breakdown with DFS economics
The whole thing from "implement this plan" to "give me the drill results" was one continuous conversation. This is the most fun I've had coding in years.
Me: "Build a fitness app for my daughter. Oh, and she has anterior pelvic tilt so add corrective exercises to the warmups and recovery day."
Claude Code: builds complete PWA, updates 4 different sections, adds Bird Dog with YouTube thumbnail, pushes to GitHub
I just described what I wanted. That's it. Wild.
Mine: https://t.co/Uts7xoRCGe
Friend: https://t.co/9IHqtX7aO2
Daughter: https://t.co/nwe0uNzPY0
As an AI + vibe-coding expert, I’ve learned this: shipping fast is useless if you can’t extract signal from the noise.
That’s why I built ReadWiser — it turns information overload into clear, actionable insights in minutes.
Less scrolling. More clarity. Better decisions.