Software testing and QA with decision models

Codex skill using the local Jev CLI to rank candidate code snippets before reproduction, root-cause analysis and a verified fix.

Stanley: a Jev-first coding CLI where Jev routes requests to deterministic workflows and an agent only writes new workflows when none fits.

Jev-protocol-compatible random baseline server in Rust: answers noul, choice and score with fast pseudo-random numbers, as a mock or floor.

Single-file MCP server giving coding agents typed, budgeted Jev control over the iOS Simulator with gated destructive actions.

Community Chinese-language Jev skill market with an assistant router for browser use, test automation, finance research and voice workflows.

Selector-free pytest UI tests for saucedemo using a jev-ultrafast-style agent run fully locally with laya-browser and a small Ollama model.

Tool where Jev clicks through your web app from plain-language steps, stops below 80% confidence, and a vision model checks pages.

Browser agent with no LLM: code enumerates options from the page and goal, and Jev only picks actions, values and when to stop.

TypeScript library and CLI for exploratory browser testing where Jev chooses actions and judges results and Playwright executes them.

PlayJev (filedcom): Stagehand-style natural-language browser automation for Playwright where Jev makes the browser decisions.

Playwright TypeScript project using Jev for semantic assertions, element picking, goal-driven steps and test failure classification.

Plain-English Playwright end-to-end tests where Jev resolves each step's target element and judges whether verify claims hold.

Jev-first CLI coding agent that routes a request to a deterministic workflow which asks Jev fixed-choice questions about bounded evidence.

Coverage, security and quality CLI where Jev answers yes/no property questions per file so agents know what to fix first.

Playwright plus Jev core behind a typed SDK, persistent CLI and MCP server, with native operations needing no key and verifiable assertions.

Python tap SDK for Android, iOS and HarmonyOS where multimodal Jev picks a numbered on-screen candidate and the SDK taps it.

Jev-inspired decision API with a local mock server and Python and TypeScript SDKs for prototyping; real inference is planned.

Evidence-driven frontend QA where Jev picks browser actions while code checks DOM, HTTP and database contracts.

MSW handlers that mock the Jev API for the official TypeSafe SDK, making Jev-driven tests deterministic without keys or credits.

TypeScript demos for testers: Jev triages CI test failures, gates test-agent commands and RAG answers, across gateway, Ollama and Foundry.

Benchmark for agent regression after config edits: a Jev Choice decides which approved answers changed meaning versus wording.