Build an agent loop

Observe  — screenshot / dirty / ROI / UIA targets
Think    — where is the thing? is it safe to click? did the last step work?
Act      — one action, or a short batch when the next screens are predictable
Verify   — look again after each meaningful step; correct or stop

import os
from glasswarp import GlasswarpClient

gw = GlasswarpClient(api_key=os.environ["GLASSWARP_API_KEY"])

rig = next(
    (r for r in gw.list_rigs() if r.online and r.api_access_enabled),
    None,
)
if rig is None:
    raise RuntimeError("No online rig with API access enabled")

session = gw.create_session(rig_id=rig.id, mode="desktop")
sid = session.session_id

try:
    for step in range(50):
        obs = gw.observe(sid, max_width=1280, mark=True)   # eyes
        action = decide(obs)                               # your brain
        if action is None:
            break
        act(gw, sid, action)                               # hands (one or a short batch)
        # verify after this meaningful step before the next decide
finally:
    gw.end_session(sid)                                    # always clean up

for step in range(200):
    if not gw.dirty_rects(sid):
        continue                       # nothing changed — no model call
    obs = gw.observe(sid, mark=True)
    ...

obs = gw.observe(sid, mark=True)
target_id = decide(obs)                 # model returns a mark id from *this* observe
gw.click_target(sid, target_id, targets=obs.targets)