The interface a human uses When a person does QA in tapflow, the loop is: Look at the...
The interface a human uses
When a person does QA in tapflow, the loop is:
Look at the simulator screen
Decide what to do (tap, swipe, type)
Do it
Android automation is easier to reason about when it starts from the screen. That sounds simple, but...
How to debug LLM-driven Android automation runs with action timelines, UI dumps, screenshots, logs, structured errors, and…
Stop Wasting Tokens on Android Automation Most LLM-driven Android automation starts by...
Most "AI agent" tutorials wire the model straight to execution: user asks → model decides → system...
If you are building with tool-calling models, the most important design decision is often not the...
Someone on your team built an LLM feature. Maybe it's an inline code-suggest. Maybe it's a "fix this...
