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Java TestNG package: ai.testers:testersai-testng

TestNG × Testers.AI

The easiest way to AI-upgrade your existing TestNG suite. You already have the tests — this adds AI Checks at the moments that matter, without replacing your framework, runner, or CI pipeline.

Add these AI testers to your existing tests

21 named specialists — pick by first name in any analyze_* call, or define your own.
See all + custom testers →

Install

Call TestersAIListener.of() to get a facade in any @Test.

# Download testersai-java-testng-0.1.0.tar.gz from the Downloads page, then:
tar -xzf testersai-java-testng-0.1.0.tar.gz
cd testersai-java-testng-0.1.0
mvn -f core/pom.xml install
# ...then reference the testng_testersai module from your project

Example

A complete, runnable Java + TestNG example.

import ai.testers.testng.TestersAIListener;

public class HomeTest {
    @Test
    public void homePage() throws Exception {
        var ta = TestersAIListener.of();
        byte[] bytes = driver.getScreenshotAs(OutputType.BYTES);
        ta.screenshot(bytes, Map.of("url", driver.getCurrentUrl()));
    }
}

How it flows

1
🧪
Your test runs
TestNG — unchanged.
2
📸
SDK captures
Screenshot, console, network, or page text.
3
🤖
Testers.AI analyses
Returns AI-identified issues.
4
📝
TestNG report
Findings shown where you already look.
5
🔗
Optional: auto-log
Jira · Xray · TestRail · Cypress Cloud.

TestNG Reporter.log — visible in emailable-report.html and surefire XML. If the AI call fails — rate limit, hang, firewall, no network — the SDK gives up fast and returns a skipped result. Your TestNG test is never blocked.

Where & when to put checks

Rule of thumb: wherever a human reviewer would pause to look during a manual run. These recommendations are tuned for TestNG — pick the ones that fit your suite.

1

After every meaningful navigation

The page just re-rendered. Ask "does this look right?" before any interaction.

after page.goto() / driver.get()
2

After a state-changing action

Login, add-to-cart, toggle, submit. The UI just reflected a new state — where regressions hide.

after click / fill
3

Right before your main assertion

You were about to check one thing. Ask the AI about everything else for free.

before expect(...)
4

After async operations settle

API returned, spinner gone, toast shown. Catch broken empty-states and stale data.

after wait_for_selector
5

In teardown / afterEach

A single console + network check at the end of every test catches issues your assertions ignored.

afterEach / teardown
6

On responsive / theme switch

Mobile vs. desktop, light vs. dark, locale change. One call per viewport.

after setViewport

Value: what you get for three extra lines

Download

testersai-java-testng-0.1.0.tar.gz
Recommended. Core + the TestNG adapter — nothing else. Self-contained bundle.
~
📦
testersai-java-0.1.0-src.tar.gz
Whole-language archive — All Java adapters.
11 KB

Or grab the monolith ZIP (all languages, all adapters).

Other Java combinations

JUnit 5Playwright (Java)Selenium (Java)Vibium (Java)