I’m open-sourcing another project: My finance Web Crawler. It scrapes news, search engines, and tricky sites - then cleans it up for LLM use. It’s also 100% free to use. My goal: give developers an easy way to feed their AI agents real-time financial data. Still very early.

Anyone know a next-level designer? Must be obsessed w/ financial data and AI. Please DM me!

You don’t need a viral launch. Success comes from boring, small wins. My best days are when I focus on what I can control. Not the market. Not the metrics. Not the noise. Just shipping 1 feature - no matter how small. If you stack enough small wins, compounding will

One of the toughest parts of building:

I think about this often. The Japanese philosophy of Kaizen. Kaizen began after World War II to rebuild Japan’s factories and economy. It is the practice of making small, steady improvements over a long period of time. Today, it’s a guiding mindset in my life: one line of

Success = exposure × consistency. The more you build, the more you share, the more you increase your luck surface area. Keep swinging the bat. The world can’t ignore someone who shows up daily.

Extracting financials from SEC filings is harder than it looks. Even “revenue” often isn’t reported directly. You have to piece it together from thousands of tags. Doing it the moment filings hit the SEC is even tougher. I finally cracked it: real-time financials are coming to

Lately, been reminding myself of this… I can’t control the outputs. Revenue. Followers. Growth. What I can control are inputs: One cool feature. One helpful tweet. One new user call. Focus on the work, not the scoreboard. The results will follow.