Use explicit commands when agentic instructions aren’t reliable enough
Single-step commands serve as an escape hatch when agentic instructions cannot handle specific automation cases reliably enough. While AI models are still involved in understanding visual elements and executing commands, this paradigm provides explicit control over the automation workflow.
Single-step commands operate on the principle of explicit control, where every action is deliberately specified by the developer. This approach provides:
Fine-grained control: Each command specifies exactly what action to take
Higher reproducibility: More consistent behavior across runs (though not deterministic)
Debugging clarity: Easy to identify exactly where issues occur
Granular specification: Precise control over individual interactions