Ashley Lenderman

Ashley Lenderman

Upstream timing drift detection
All activity
Ashley Lenderman started a discussion

Hi PH, I’m Ashley - building RedLINE (Early timing drift detection)

Hey everyone, I’m Ashley from Lufkin, Texas. For the last 6 months I’ve been quietly building RedLINE a simple parallel timing signal. You feed it raw timestamps and it tells you in real time whether your system’s cadence is: β€’ Stable (healthy rhythm) β€’ Shifting (early drift forming) β€’ Drift (timing has moved off baseline) The idea is to catch upstream timing changes before traditional alerts...

Ashley Lenderman started a discussion

RedLINE – Early timing drift detection (launching very soon)

RedLINE is launching tonight – Early timing drift detection Hey Product Hunt community, RedLINE is a lightweight parallel timing signal. You send it raw timestamps (no cleanup, no integration needed) and it returns one clear state in real time: β€’ Stable – rhythm is healthy β€’ Shifting – early upstream drift is forming β€’ Drift – cadence has moved off baseline It’s designed to surface timing...

Ashley Lenderman started a discussion

RedLINE is launching tonight- Early timing drift detection

RedLINE is a lightweight parallel timing signal. It takes raw timestamps (no cleanup needed) and instantly returns one of three states: β†’ Stable – rhythm is healthy β†’ Shifting – early cadence drift is forming β†’ Drift – timing has moved off baseline The goal is to surface upstream timing changes before legacy monitoring or alerts usually fire. 24-second live demo: https://youtu.be/N4ok2Em4dbM...