Observation bundle captured
7:50:58 AMScreenshot, UI tree, 118 OCR tokens, and notification snapshot stored.
Android smoke-test console for real device runs
Customer review mode is using sample operations data. Local live mode connects to a real Android phone for the safe Settings smoke test.
Sample review data
1 ready for lease
1 completed
Screenshots stay local
Task success
Target >= 95 %
Cost / success
Target <= 0.03 USD
Observation p95
Target <= 1.5 s
Auto recovery
Target >= 90 %
Leased runs and verifier state
task_invoice_1842
Current screen
Waiting for screenshot
Verifier focus
Capture real device observations and verify each step.
low-cost
active
$0.016
Screenshot, UI tree, 118 OCR tokens, and notification snapshot stored.
Action reads invoice UI only; no external message, purchase, or account mutation.
Executor selected element text='June 2026 invoice' from AppCard recipe.
Screen hash matches invoice_detail_v3; extracting amount candidate and due date.
AppCards, evals, and task economics
5 devices, 3 active, 1 ready, 63 recorded actions
| Device | State | Health | Edge | Current App |
|---|---|---|---|---|
| running task | 84%normal4s hb | edge_lab_a | com.shopco.android | |
| ready | 92%normal7s hb | edge_lab_a | launcher | |
| leased | 100%normal2s hb | edge_cloud_pool | com.northstar.bank | |
| recovering | 67%warm48s hb | edge_lab_a | com.inboxqa.mobile | |
| needs human | 41%normal219s hb | edge_customer_west | settings |
Deterministic skeleton with bounded executor substeps
open_app(com.shopco.android)wait_for(screen in [home, account])tap_element(label: Account)tap_element(label contains: Invoices)select_latest_invoice()extract_fields(invoice_total, invoice_date)verify(output.invoice_total exists)