Solo developer building SIGNUM HQ, a US-stock app for options flow, dark pool prints and an earnings calendar on iOS and Android. I write about the data and AI pipelines behind it: what broke, how we found out, and how we fixed it. PRO free for 1 month 🎟 iPhone code SIGNUMPRO · Android code SIGNUMFREE (in-app Settings → Coupon)