HACKTOBERFEST 2026 · SLOW AND STEADY

Less tapping.
More evidence.

SlothQA gives a local open model a test goal. Qwen chooses the next action from the current screen; AI App Bridge executes it. An independent checker decides whether the result is proven.

Real local Qwen inference · Real Bridge Intent · Simulated device.
This 75-second replay is reconstructed from saved execution traces. It is not an Android screen recording; physical-device acceptance remains unverified.

Three runs. Inspect the evidence.

The model receives the same goal in each scenario. Changed controls and a confirmation dialog require a different decision sequence. When saving is broken, the guard stops repeated actions without claiming success.

ScenarioResultModel callsEvidence
Normal task creationVerified pass3Run report
Changed controls + confirmationVerified pass4Run report
Broken saveInconclusive5Run report

These are individual demonstration runs, not a statistical benchmark or a measured human-time saving. Qwen repeated Save in the broken scenario; the system did not diagnose the storage failure. Fifteen automated tests passed. The sample APK was built and signature-verified.