browserstack/ai-tfa-plugins

Point it at a red BrowserStack build: it reads every failed test, clusters them by failure signature, gathers evidence from the tools you already have, and lands a root cause per test naming the pull request most likely responsible. Requires a GitHub route; everything else degrades to a recorded gap.