Ashley Lenderman

Ashley Lenderman

Upstream timing drift detection

Forums

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:

  Stable (healthy rhythm)

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.

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:

RedLINE - Stable/Shifting/Drift

RedLINE is a lightweight parallel timing signal. Raw timestamps → Stable / Shifting / Drift states. No integration needed. Surfaces cadence drift early, before downstream issues appear. Useful for CI/CD, healthcare ops, and manufacturing. Try the free API.