~/talk

Multi-coding agent workflows

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A background coding agent runs inside Android Studio using isolated git work tree sandboxes to build, lint and autofix merges while the main editor stays focused; visual diffs from the Compose preview and an ADB-driven emulator test harness validate UI and flows automatically. A prototype converts Figma to Compose by iterating on previews, and a Cotlin bench shows model progress (Gemini 2.5 Pro ~15% to GPT5 high ~30%). The system reports teams committing over 10 million AI-written lines.

AI-written summary · about

  1. 0:00Introduction
  2. 3:12Coding agent adoption
  3. 7:03Parallelization challenges
  4. 10:36Valley of death in productivity
  5. 13:50Demo: Background coding agents
  6. 16:20Accuracy with background agents
  7. 23:23UI testing with sub-agents
  8. 26:53Writing evals for agents
  9. 29:02Benchmarking progress
  10. 31:11Future of coding agents
  11. 32:57Call to action
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