Open data, engineering notes, and honest math from the team building Beepr.
2026-07-26
A camera alert that cries wolf gets muted in a week. Inside Beepr's direction-aware alert engine: approach bearings, arm-and-fire sessions, and one beep per pass.
2026-07-26
Public records, a street team physically checking poles, and driver corroboration — inside the three-layer system that keeps 1,400+ camera locations honest.
2026-07-25
Florida school-zone speed cameras ticket at 10+ mph over, $100 a pop, during posted hours only. Here's how the system works in Miami-Dade — and where every camera is.
2026-07-24
Chicago runs 626 red-light and speed cameras. We mapped every one — every address, type, and limit — and keep the list verified weekly.