Objects work fine and fulfill business objectives. But we need to test them. Let's break them.

TL;DR: Don't write methods with the only purpose of being used in your tests.

Problems

Encapsulation Violation.
Bad interfaces
Coupling

Solutions

Don't break encapsulation.
Test must be in full control.
If you cannot control your object, you are coupled. Decouple them!

Sample Code

Wrong

<?

class Hangman {
    private $wordToGuess;

    function __construct() {
        $this->wordToGuess = getRandomWord();
        //Test is not in control of this
    }

    public function getWordToGuess(): string {
        return $this->wordToGuess;
        //Sadly we need to reveal this
    }
}

class HangmanTest extends TestCase {
    function test01WordIsGuessed() {
        $hangmanGame = new Hangman();
        $this->assertEquals('tests', $hangmanGame->wordToGuess());
        //how can we make sure the word is guessed?
    }
}

Right

<?

class Hangman {
    private $wordToGuess;

    function __construct(WordRandomizer $wordRandomizer) {
        $this->wordToGuess = $wordRandomizer->newRandomWord();
    }
}

class MockRandomizer implements WordRandomizer {
    function newRandomWord(): string {
        return 'tests';
    }
}

class HangmanTest extends TestCase {
    function test01WordIsGuessed() {
        $hangmanGame = new Hangman(new MockRandomizer());
        //We are in full control!
        $this->assertFalse($hangmanGame->wordWasGuessed());
        $hangmanGame->play('t');
        $this->assertFalse($hangmanGame->wordWasGuessed());
        $hangmanGame->play('e');
        $this->assertFalse($hangmanGame->wordWasGuessed());
        $hangmanGame->play('s');
        $this->assertTrue($hangmanGame->wordWasGuessed());
        //We just test behavior
    }
}