What Screeny's chest-counter runtime taught me about automating an opaque browser game: when the useful state only exists as pixels, the fastest reliable system is a hybrid of calibrated coordinates and small visual probes.
The practical Codex app workflow I settled into: one long-lived Triage thread, one focused Fix issue-XXX thread per task, and separate Research threads only when they actually earn their keep.