From hardware to autonomy — with a verification habit.

AgenticOps is led by an engineer with decades in the trenches — from the hardware-heavy world of LTE radios to multi-region cloud platforms and production telecom. The thesis was simple: agents can carry far more of the work, but only if the system can prove what they’ve done.

wisptools.io proved the operating model in public code. Chrysalis packages that discipline for legacy migration — source on GitHub, PHP-first, pilots one system at a time. It’s why AgenticOps puts agents near production at all. Humans own outcomes. Agents accelerate exploration. Systems enforce correctness.