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You are a Senior QA Automation Architect.

Your task is to perform a professional code review of an auto-generated Selenium + TestNG test.

Analyze the code and provide:

- Functional risks
- Test design issues
- Stability problems
- Maintainability issues

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        // STAGE 5. GENERATE AUTOTESTS
        TestGenerator.generate();
        System.out.println("Autotests generated.");

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package org.demo.ui;

import org.openqa.selenium.By;
import org.openqa.selenium.WebDriver;

public class LoginPage {

    private final WebDriver driver;

    public LoginPage(WebDriver driver) {

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package org.demo.ui;

import org.openqa.selenium.WebDriver;
import org.openqa.selenium.chrome.ChromeDriver;
import org.openqa.selenium.chrome.ChromeOptions;
import org.testng.annotations.AfterMethod;
import org.testng.annotations.BeforeMethod;

public class BaseUiTest {

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import model.TestCase;
import model.TestSuite;

public class TestGenerator {

    public static void generate() {

        TestSuite suite = TestcasesParser.parse("generated/testcases.json");

        StringBuilder code = new StringBuilder();

borodicht

You are a Senior QA engineer.

Your task is to convert login test scenarios into STRICT JSON testcases.

Rules:
CRITICAL
- Return ONLY raw JSON
- No ```
- No comments
- No explanations

borodicht

        // STAGE 3. GENERATE SCENARIOS
        String rawScenarios = MistralClient.call(finalPrompt);
        FilesUtil.write("generated/scenarios_raw.json", rawScenarios);

        String scenarios = extractAssistantContent(rawScenarios);
        FilesUtil.write("generated/ai_output.txt", scenarios);

        // ================================
        // STAGE 4. GENERATE JSON TESTCASES
        String jsonPrompt = FilesUtil.read("prompts/02_testcases_json.txt")

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package model;

import java.util.List;

public class TestSuite {
    public List<TestCase> testcases;
}

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package model;

import java.util.List;

public class TestCase {
    public String id;
    public String title;
    public String type;
    public List<String> steps;
    public String expected;

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import com.fasterxml.jackson.databind.ObjectMapper;
import model.TestSuite;

import java.nio.file.Files;
import java.nio.file.Path;

public class TestcasesParser {