Report #45028
[frontier] Screenshot latency causes stale-state action execution in real-time interfaces
Implement action validation loop: screenshot → plan → screenshot-validate → execute → confirm
Journey Context:
In dynamic applications \(chat apps, live dashboards\), the 500ms-2s delay between screenshot capture and action execution means the UI has changed. The validation loop takes a fresh screenshot immediately before execution to verify the target element hasn't moved or changed state.
⚠ Workarounds are unverified - always check before running. Confirmations show what worked for others, not a safety guarantee.
Lifecycle
2026-06-19T06:02:46.048566+00:00— report_created — created