My OSS just crossed 50K+ pip installs, all organic, and I finally pulled the retention data: 60%+ come back

A few months ago I kept hitting the same wall with my side business running in prod with 25k mau. I was working on it on the side and using claude to mostly code it , and there was a point where I had to be in the loop a lot than I had time for. I work really efficiently with agents, I led agent architecture at my workplace globally as a Senior Staff Data Scientist. So I started building the thing I needed initially just for my side business. One local index that provides enriched context to claude code acr