Search Results for "mining software linux"

semantic-graph finds duplicate and related tests in your test suite. It scans Playwright-style test files written with test() and test.describe(), embeds each test, groups similar tests with DBSCAN clustering and names each cluster with an LLM. The results open in a local web UI with a folder tree and a 2D similarity graph laid out with UMAP, so overlapping tests are easy to spot. It is for developers and QA engineers who want to keep a growing suite lean and find tests that cover the...

ai-wright adds AI steps to any Playwright test. ai.act carries out UI actions from a plain-language objective, ai.verify makes vision-driven assertions that fail the step when the model is not confident enough, and ai.extract pulls structured data from the page. Screenshots are annotated with Set-of-Marks overlays and combined with DOM element maps, so the model can work through complex UIs. Keep most of each test as deterministic Playwright code and use AI only on the brittle steps. It...

Your Apollo GraphQL development companion for doing quality, faster. Chimp helps you write high-quality code from the get-go. No more putting tests and quality as an after-thought. Quality first, speed for free. Boilerplate is time-consuming, error-prone and boring! Chimp reduces that through its various generators and smart defaults. Modularity leads to maintainable and testable code, and this is a key feature of all Chimp's domain-driven and data-driven generators. Chimp encourages a...