i gave openclaw muscle memory
most agents stay expensive because they never make this switch
most browser agents are doing the wrong kind of work.
they’re getting used like the cpu.
that’s why they look brilliant the first time, then slowly turn into overhead.
the first pass feels magical.
a few days later it feels noisy.
a few weeks later you’re hovering, paying for the same judgment all over again.
that isn’t because the model suddenly got worse.
it’s because the system never moved past discovery.
the cleaner split is simple:
ai teaches.
software executes.
ai steps back in only when something changes.
that’s what clawreflex is built around.
the full repo you came here for 👇