Ross ROSS = Recommend OSS · open-source software intelligence for agents

bytedance/Fastbot_Android

Fastbot(2.0) is a model-based testing tool for modeling GUI transitions to discover app stability problems observed · 2026-08-28

github.com/bytedance/Fastbot_Android · C++ · NOASSERTION (other) observed · 2026-08-28

Health v2 · maintenance only

44/100

  • Activity 27
  • Release rhythm 35
  • Longevity 100

Flags: no_releases no_license

How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-02. Adoption (stars, forks) is never an input.

  • gap_med: n/a
  • age_days: 2098
  • days_rel: n/a
  • days_push: 439
  • n_releases_24m: 0

Full methodology

Adoption not part of the score

1201 stars · 263 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

Fastbot is a model-based GUI testing tool for Android apps that models GUI transitions using machine learning and reinforcement learning to discover stability problems like crashes. It extends the Android Monkey with intelligent exploration, supporting Android 5-14 and modified Android-based systems.

Use cases

  • find crashes in my android app automatically
  • fuzz test android gui
  • automated stress testing for android app stability
  • model-based ui exploration of an android app
  • discover anr and crash bugs before release
  • intelligent monkey testing for android

When to choose

  • you need automated black-box GUI testing of Android apps without writing test scripts
  • you want ML/RL-guided exploration that reaches deeper app states than random Monkey
  • you need broad Android version compatibility including vendor-modified systems

When to avoid

  • you need scripted assertion-based UI tests (use Espresso or Appium instead)
  • you are testing iOS apps (use Fastbot_iOS)
  • you require cross-platform mobile testing in one tool

Facets

cli-tool · maturity active

testing e2e-testing fuzzing machine-learning reinforcement-learning testing mobile-development android-tools cli jvm gui-testing model-based-testing android-monkey crash-discovery app-stability reinforcement-learning automation android

1 source

Member repositories

RepositoryRoleHealth v2
bytedance/Fastbot_Androidmain44

For agents

markdown · JSON · MCP: product_card(name="bytedance/Fastbot_Android")

Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem