~/talk

Your AI Wrote the Code. Now What?

Talkat droidCon USA 2026 · on Thursday, 2026-07-16· at 14:05· W224 A· [testing, ai-assisted-development]
links:none on file
slides:none on file

AskUI runs a single CSV test suite concurrently across an Android Automotive head unit via ADB, an Android tablet HMI, and a paired iOS companion app without Espresso or XCUITest by using screenshots-only agents that observe screens, decide actions with a VLM/LLM, and trigger input via ADB or a companion client/hardware. Tests self-heal with system prompts, produce detailed pass/fail reports and agent traces, scale to 4,000 tests overnight, and support on‑prem models and air‑gapped deployments.

AI-written summary · about

  1. 0:00AI testing challenges
  2. 1:47Traditional test automation fails
  3. 3:54LLM-based testing systems
  4. 5:16Live demo: AI device testing
  5. 13:02System prompts for AI agents
  6. 16:09Q&A
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