Avoid these mistakes to build automation that survives UI changes, validates outcomes properly, and provides useful feedback.

Build no-code flows in Google's Antigravity with trigger.dev, including queue monitoring. Set schedules, debug in real time, ...

Autonomy, by contrast, is about decision‑making and adaptation. The leap from automation to autonomy is not just more actuators; it is a system that can perceive its environment, reason about options, ...