Tyler Folkman (@tylerfolkman): "My AI content agent learned my taste in 7 days. GitHub Trending: 85% acceptance rate. Hacker News: 80%. Some RSS feeds: still figuring me out. The algorithm is 10 lines of Python. No embeddings. No vector database. Two numbers per source. Updated with one tap. Thompson Sam…"

My AI content agent learned my taste in 7 days.

GitHub Trending: 85% acceptance rate.

Hacker News: 80%.

Some RSS feeds: still figuring me out.

The algorithm is 10 lines of Python. No embeddings. No vector database.

Two numbers per source. Updated with one tap.

Thompson Sampling. Decades old. Works better than any recommendation engine I've tried.

Full code in today's article.

My AI Agent Scanned 694 Articles Last Week. It Learned Which Ones I'd Actually Read.

Mar 15

2:55 PM