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Анализ и модернизация коннектора баз данных с помощью AI-агентов

3e503fdc9be492e0c90cbc6f19a490ef.jpeg

Привет! Меня зовут Игорь Росляков, я технический писатель. По приглашению руководителя направления «Маркет и интеграции» Сергея Вострикова готовлю цикл статей на тему ИИ-ассистированной разработки решений для Битрикс24.

Статьи из цикла можно использовать как туториалы при создании локальных приложений в свой бизнес-портал. Их можно показать своим разработчикам или использовать самому, если работаете один и хотите кастомизировать работу дополнительными удобными функциями.

Сегодня — 4-я статья из цикла. Рассказываем про работу с проектом BI-коннектора. Если упрощённо, то это инструмент для аналитики не только по показателям портала — сделкам, клиентам и другим — но и по внешним базам данных. С ним получается мост между Битрикс24 и любыми другими источниками данных.

Что было в предыдущих статьях:

  1. Пишем первое приложение с AI-стартером, чтобы видеть прибыли и убытки

  2. Добавляем в бизнес-портал Битрикс24 роботов для автоматизации

  3. Что даёт воспроизводимая среда разработки и как развернуть контейнеры на VPS.

Как и а работе с AI-стартером, работать мы будем с помощью AI-агентов. В этом проекте я использовал Codex.

Что будет в статье:

Что нужно установить перед работой

Репозиторий для старта: github.com/bitrix24/bi-connector. Мы клонируем его на локальную машину и будем работать с ним.

Итоговый репозиторий, который подключен к порталу:
github.com/igorrosliakov-bitrix24/Bitrix24-BIConnector

Что ещё понадобится:

  • Docker и Docker Compose для контейнеризации.

  • Git для контроля версий и пуша в удалённый репозиторий.

  • make для коротких команд.

  • Публичный HTTPS-туннель через CloudPub. Получить можно через десктопный клиент или инструмент командной строки clo.

Что за BI-connector, зачем он нужен и как работает

В портале Битрикс24 есть раздел BI-конструктор, а в нём есть вкладка — «Рабочее место аналитика»:

c4187573e6fabb0fa87165cde0693958.png

Внутри вкладки можно создать таблицу из внешнего подключения к базе данных:

d18c58a58f390e7f347b21ea7b1559af.png

BI-коннектор нужен для создания такого внешнего подключения.

Получается такая схема:

  • У нас есть база данных, которая может быть на отдельном сервере, в Docker-контейнере, облаке или локально на машине.

  • BI-коннектор получает параметры подключения к этой базе.

  • И уже через коннектор Битрикс24 начинает видеть таблицы и данные.

Анализ проекта для дальнейшей работы

Я попросил агента тщательно проанализировать проект и составить план работы для подключения к порталу, оптимизации, усиления безопасности и стабильного добавления новых фич. Поэтому сначала агент разобрал репозиторий и составил исходную картину.

Задача агенту:

Проанализируй этот проект подробно: объясни, что это за сервис, для чего он нужен и как он работает в связке с Битрикс24. Сначала дай простое верхнеуровневое объяснение, потом опиши техническую архитектуру: основные файлы, точки входа, ключевые классы и поток запроса. Отдельно укажи, что в проекте уже реализовано, а какие части выглядят как кандидаты на доработку.

Для работы нам понадобится настроить подключение для портала и соединить коннектор с тестовыми базами данных. После этого мы оптимизируем приложение: усилим безопасность, покроем тестами и добавим новую возможность: нормализацию полей, чтобы в портал попадали уже подготовленные данные.

Вот что в итоге Codex рассказал о проекте.

Основные точки входа

Агент нашёл 4 основные точки входа:

  • Application.php отвечает за install-flow и регистрацию коннекторов в Битрикс24.

  • index.php или затем выделенный request-handler отвечает за входящие BI-запросы.

  • BiConnector.php отвечает за доступ к БД и за контракт BI-коннектора.

  • QueryBuilder.php отвечает за построение SQL.

Технически сервис умеет подключаться к БД, отдавать список таблиц, отдавать структуру и отдавать данные.

BI-коннектор — это отдельный серверный сервис, которое поднимается локально или на сервере и принимает запросы от Битрикс24. Портал не встраивает этот код себе внутрь, вместо этого он делает HTTP-запросы в наше приложение: «проверь подключение, покажи список таблиц, покажи структуру таблицы». В ответ на это приложение отвечает в JSON-формате.

Кроме точек входа, технически проект состоит из 3 основных частей-слоёв.

1. Слой установки

Главный серверный orchestration-класс — Application.php. Он принимает install-событие от Битрикс24, сохраняет auth и регистрирует в бизнес-портале два коннектора: MySQL и PostgreSQL.

Так мы регистрируем в Битрикс-портале контракт:

  • какой URL вызывать для проверки

  • какой URL вызывать для списка таблиц

  • какой URL вызывать для схемы

  • какой URL вызывать для данных

2. Слой HTTP-обработки

Когда Битрикс24 вызывает наш сервис, попадает в public/index.php. После оптимизации в сценарий обработки добавился ещё один скрипт — ConnectorRequestHandler.php.

Этот слой делает несколько вещей:

  • Читает query-параметры вроде action и connection_type.

  • Парсит JSON body.

  • Валидирует входные данные.

  • Создаёт нужный коннектор.

  • Вызывает нужное действие.

3. Слой работы с БД

С базой работает BiConnector.php. Он отвечает за создание подключения, проверку БД, получение списка и структуры таблиц и остальную работу.

Отдельный SQL-builder находится в QueryBuilder.php. Он собирает SQL-запрос, применяет select, filter и limit и возвращает данные в формате, который ожидает портал.

Задача 1: установка в портал

Сначала проект нужно подключить к порталу.

Задача агенту:

Помоги подключить этот проект к Битрикс24 как локальное приложение. Сначала определи, чего не хватает для установки и внешней доступности сервиса, потом распиши пошагово, что нужно настроить в проекте, в окружении и в самом портале. Объясняй в двух уровнях: сначала просто для новичка, потом технически с точными файлами, переменными окружения, URL и командами.

Первая проблема простая: Битрикс24 не может установить приложение из localhost напрямую. Если проект просто запущен локально на машине, портал не увидит его, потому что находится снаружи, а localhost виден только на компьютере. Поэтому сначала нужно решить вопрос с доступностью.

Короткий план на этот этап:

  1. Сам проект должен запускаться локально.

  2. У проекта должен появиться внешний HTTPS-адрес.

  3. Проект должен знать свой внешний адрес.

  4. Битрикс24 должен получить install URL и handler URL этого проекта. Без этого портал не сможет ни установить приложение, ни ходить в него за BI-запросами.

Поднимаем проект локально

Сначала проект должен начать работать просто как локальный HTTP-сервис. Для этого нужны Docker, файл .env, docker-compose и рабочий app-контейнер.

То есть первый минимум: клонировать репозиторий, создать .env и поднять контейнер приложения.

Добавить tunnel / внешний доступ

Битрикс24 ожидает, что endpoint любого приложения, в том числе локального, доступен как внешний HTTPS URL. Поэтому нужен либо деплой на сервер, либо локальный деплой через туннель. Мы выбрали вариант туннеля через CloudPub.

Для использования CloudPub нужно зарегистрироваться в системе и получить токен на главной странице регистрации. После этого токен можно отдать агенту, чтобы он добавил его в .env-файл. Так мы получим внешний HTTPS-адрес для регистрации в портале Битрикс24.

Сам проект тоже должен понимать, какой у него публичный домен и какие URL он должен зарегистрировать в портале. Например, когда приложение устанавливается, оно регистрирует такие endpoint:

  • /?connection_type=mysql&action=check

  • /?connection_type=mysql&action=table_list

  • /?connection_type=postgresql&action=data
    и так далее

Но эти URL должны строиться не от localhost, а от реального внешнего адреса. То есть проекту нужен был параметр вида: APP_DOMAIN=https://something.cloudpub.ru.

Подключить приложение к порталу

Когда агент проведёт все приготовления, приложение нужно установить на свой портал по инструкции из 1-й статьи в разделе «Регистрируем приложение на портале Битрикс24».

Обратите внимание, что на последнем экране для сегодняшнего проекта нужно поставить галочку «Использует только API» и не забывать выставить права biconnector:

d551fca874a593d964097aed9340ec73.png

Что поменял и добавил агент

В .env.example расширился пример окружения, чтобы проект мог работать не только как абстрактный backend, но и как локально публикуемое приложение. Главные добавления были такие:

  • CLOUDPUB_TOKEN, нужен для самого туннеля.

  • CLOUDPUB_IMAGE, нужен для выбора Docker image CloudPub.

  • BITRIX24_PHP_SDK_APPLICATION_SCOPE=biconnector фиксирует, что приложение работает именно как BI connector app.

В docker-compose.yml добавили отдельный сервис cloudpub. Смысл этого сервиса:

  • Получает TOKEN.

  • Знает, что HTTP нужно прокидывать в app:80.

  • Работает в одном docker network с приложением.

  • Поднимает внешний HTTPS URL для локального app-контейнера.

В Makefile агент добавил команды, чтобы весь сценарий можно было запускать dev-командами, а не руками. Ключевые команды:

  • dev-init

  • start-cloudpub

  • logs-cloudpub

Появился скрипт автоматизации scripts/dev-init.sh. Скрипт делает примерно следующее:

  • Запускает app.

  • Запускает cloudpub.

  • Читает из логов CloudPub реальный внешний URL.

  • Пишет этот URL в APP_DOMAIN.

  • Перезапускает приложение, чтобы оно уже использовало правильный домен.

Почему это важно: если APP_DOMAIN не совпадает с реальным публичным URL-туннелем, то Bitrix24 потом будет вызывать не те адреса, и коннектор не зарегистрируется правильно.

Application.php. Основная логика регистрации коннекторов уже была, но на этапе подключения к порталу нужно убедиться, что она строит URL из APP_DOMAIN.

Проверяем, что приложение установилось

Для проверки работоспособности коннектора он должен быть связан с базами данных. Можно попросить агента создать новые тестовые, или привязать уже существующие.

Если у вас уже есть готовая база, то в проекте обычно ничего менять не нужно, если:

  • база MySQL/PostgreSQL;

  • коннектор может до неё достучаться по сети;

  • у вас есть доступы.

Менять может понадобиться только окружение:

  • .env, если вы хотите сохранить какие-то свои dev-параметры;

  • docker-compose.yml, если захотите поднять свою БД рядом в контейнере.

В разделе BI-конструктор сначала нужно зайти в «Рабочее место аналитика» и начать создавать новое подключение:

3bd98e714b03fb8bf614491f7d577e22.png

На следующем экране нужно выбрать «Создать подключение»:

5bba6125741f9de0b5a7fdf02692e70b.png

После этого выбираем тип источника данных и заполняем все значения:

a52b4a631df69c4fefe57128b30f9cf0.png

Когда параметры заполнены, подключение нужно проверить. Если коннектор установился корректно, и база доступна, всё пройдёт успешно.

После создания должна быть возможность выбрать конкретную таблицу из базы данных и просмотреть её:

09a7af4f5ac4eb938cbcaf220ed33cf5.png

Второй вариант проверки — через curl-команду такого вида:

curl -X POST 'https://YOUR-CLOUDPUB-URL/?connection_type=postgresql&action=check' \
  -H 'Content-Type: application/json' \
  -d '{
    "connection": {
      "host": "YOUR_DB_HOST",
      "port": "5432",
      "database": "YOUR_DB_NAME",
      "username": "YOUR_DB_USER",
      "password": "YOUR_DB_PASSWORD"
    }
  }'

Если всё работает, в ответ придёт сообщение такого вида:

{
  "status": "OK",
  "message": "Connection successful"
}

Можно запросить список таблиц:

curl -X POST 'https://YOUR-CLOUDPUB-URL/?connection_type=postgresql&action=table_list' \
  -H 'Content-Type: application/json' \
  -d '{
    "connection": {
      "host": "YOUR_DB_HOST",
      "port": "5432",
      "database": "YOUR_DB_NAME",
      "username": "YOUR_DB_USER",
      "password": "YOUR_DB_PASSWORD"
    }
  }'

Или описание конкретной таблицы:

curl -X POST 'https://YOUR-CLOUDPUB-URL/?connection_type=postgresql&action=table_description' \
  -H 'Content-Type: application/json' \
  -d '{
    "table": "YOUR_TABLE",
    "connection": {
      "host": "YOUR_DB_HOST",
      "port": "5432",
      "database": "YOUR_DB_NAME",
      "username": "YOUR_DB_USER",
      "password": "YOUR_DB_PASSWORD"
    }
  }'

Задача 2: оптимизация безопасности и покрытие тестами

После подключения к порталу и проверки основных функций я попросил агента улучшить надёжность проекта и покрытие тестами. В проекте уже были тесты, поэтому агент просто усилил то, что было.

Задача агенту:

Проанализируй проект с точки зрения безопасности и качества кода, а затем предложи и внеси улучшения. Сначала улучши обработку входных данных, логирование и другие уязвимые места, потом покрой критические сценарии тестами и настрой удобный запуск покрытия. В конце покажи, какие тесты появились, что именно они проверяют и как запускать тесты, линтеры и coverage.

Когда проект работает как мост между бизнес-порталом Битрикс24 и внешней базой, у него есть три главных риска:

  • сломать обработку запросов при доработках;

  • случайно пропустить опасные или кривые входные данные;

  • создать утечку чувствительных данных в логах.

Агент сделал 2 вещи.

Усилил безопасность поведения. Проект стал аккуратнее принимать запросы, валидировать их и логировать. Например:

  • Если приходит битый JSON, приложение теперь не падает «как получится», а возвращает понятный 400 Bad Request.

  • Если нет обязательных параметров подключения, оно сразу говорит, что именно не хватает.

  • Если в логах есть password, token, secret, authorization, эти значения теперь маскируются и не попадают в лог в открытом виде.

  • Для SQL-части мы усилили безопасность одного места, где имя таблицы в MySQL-описании стало проходить через корректное quoting.

Улучшил тестовое покрытие. Перед тем как модернизировать проект дальше, мы должны были зафиксировать его поведение тестами, чтобы новые изменения не ломали старое.

Мы покрыли тестами не только «счастливый путь», но и проблемные сценарии:

  • Неправильный JSON.

  • Отсутствие connection.

  • Неверный connection_type.

  • Неизвестный action.

  • Нормализацию лимита.

  • Преобразование имён полей.

  • Сборку SQL-запросов.

  • Безопасную обработку логов.

Запуск покрытия стал удобным. То есть теперь проект можно не просто тестировать, а ещё и посмотреть, какие части кода реально покрыты тестами, а какие пока нет.

Если упрощённо, результат работы с безопасностью был такой:

  • Проект стал меньше доверять входным данным.

  • Проект перестал светить секреты в логах.

  • Проект стало безопаснее рефакторить.

  • У нас появился понятный способ показать, какие части системы уже проверяются автоматически.

Что поменял и добавил агент

Выделили обработку входящих запросов в отдельный класс.
Файл: src/ConnectorRequestHandler.php.

Раньше входная логика была менее изолированной. Теперь появился отдельный request-handler, который:

  • Разбирает action и connection_type.

  • Вытаскивает input из form-data и JSON.

  • Валидирует обязательные параметры.

  • Переводит ошибки в контролируемые HTTP-ответы 400 или 500.

  • Централизует dispatch на check, table_list, table_description, data.

Сделали entrypoint чище.
Файл: public/index.php.

Теперь index.php не держит в себе толстую бизнес-логику, а передаёт запрос в ConnectorRequestHandler. Это архитектурно чище и проще для тестирования.

Усилили безопасность логирования.
Файл: src/Application.php.

В логгер добавлен processor, который прогоняет context и extra через санитайзер:

$logger->pushProcessor(
    static function (LogRecord $record): LogRecord {
        return $record->with(
            context: self::sanitizeLogData($record->context),
            extra: self::sanitizeLogData($record->extra)
        );
    }
);

И сам санитайзер скрывает чувствительные ключи:

$sensitiveFragments = ['password', 'token', 'secret', 'authorization'];

if (in_array($normalizedKey, ['auth'], true)) {
    return true;
}

За счёт этого в логах не торчат пароли БД, токены, client secret, authorization payload.

Добавилось безопаснее логирование внешних ответов. В src/Application.php появился метод formatResponseForLog(), который пытается безопасно распарсить JSON-ответ и замаскировать чувствительные поля, прежде чем они попадут в лог.

Поджали SQL-часть для MySQL schema inspection в файле src/BiConnector.php

Подготовили отдельную инфраструктуру для coverage.
Файл: Dockerfile.test.

В тестовый контейнер добавлен Xdebug в режиме coverage:

&& pecl install xdebug \
&& docker-php-ext-enable xdebug \
&& echo "xdebug.mode=coverage" >> /usr/local/etc/php/conf.d/docker-php-ext-xdebug.ini \

Добавили удобную make-команду для покрытия. Файл: Makefile.

Выполняем команду:

make test-coverage

И HTML-отчёт лежит в директории coverage/.

В конце агент добавил и расширил unit-тесты.

Задача 3: модернизируем проект: добавляем автомаппинг

Последний шаг работы на сегодня: новая фича.

В базе данных может быть колонка такого вида: Created By

Но Битрикс24 ожидает другое: CREATED_BY

Поэтому для гладкой надёжной работы в приложении коннектора не хватает слоя-переводчика. Нужен двусторонний маппинг такого вида:

  • реальное имя в БД: Created By

  • имя для Битрикс24: CREATED_BY

Задача агенту:

Добавь в проект фичу автомаппинга полей между внешней базой данных и форматом Битрикс24. Если в БД поле называется, например, "Created By" или "City / Region", коннектор должен отдавать его в Битрикс24 как "CREATED_BY" и "CITY_REGION", а при входящих запросах от Битрикс24 уметь переводить эти имена обратно в реальные имена колонок для SQL-запроса. Продумай архитектуру и добавь тесты.

Для этого понадобится слой логики, который работает так:

  • получает реальную структуру,

  • строит безопасные Bitrix-коды,

  • запоминает соответствие,

  • при запросе от Б24 подменяет CREATED_BY обратно на Created By,

  • выполняет запрос к реальной БД,

  • и затем снова отдаёт ответ в Bitrix-формате.

Визуально работать это должно так. В БД есть колонка Created By, но наружу в Битрикс24 мы отдаём:

code = CREATED_BY

name = CREATED_BY

У у себя внутри сохраняем map:

CREATED_BY -> Created By

После этого портал присылает select: ["CREATED_BY"]. Мы перед SQL-запросом меняем это на реальное поле Created By, выполняем запрос, а в ответе снова отдаём данные под кодом CREATED_BY.

Без этого могут быть проблемы с пробелами в названиях полей, смешанным регистром, дефисами, спецсимволами. То есть эта фича делает коннектор сильно более совместимым с реальными внешними БД, а не только с аккуратными таблицами, где всё уже называется как CREATED_BY.

Результат работы можно проверить не только на портале. Один из вариантов — через плагины SQL Tools в VS Code.

Здесь мы делаем два разных запроса в уже готовом приложении — в расширении и в терминале, чтобы посмотреть, как выглядят данные в БД в реальности и как их обрабатывает коннектор для передачи в портал Битрикс24.

a5b2efbd0b7d1463b1b6bfc29de699fe.png

Нюанс в том, что надо сразу продумать коллизии. Например:

  • Created By

  • Created-By

  • Created_By

Все эти названия могут превратиться в один и тот же код CREATED_BY. Значит, нужен либо детерминированный способ решить конфликт, либо fallback вроде CREATED_BY__2, либо хранение уникального внутреннего идентификатора.

Что поменял и добавил агент

Шаг 1. Codex добавил отдельный слой нормализации имён полей в FieldNameMapper.php. Он преобразует, например, Created By в CREATED_BY, City / Region в CITY_REGION. При коллизиях создаются уникальные коды вроде CREATED_BY_2.

Нормализация имён полей в FieldNameMapper
public function buildMappings(array $fieldDefinitions): array
{
    $mappings = [];
    $usedCodes = [];

    foreach ($fieldDefinitions as $fieldDefinition) {
        // Берём реальное имя колонки из БД, например "Created By"
        // и превращаем его в нормализованный код, например "CREATED_BY"
        $baseCode = $this->normalizeFieldCode($fieldDefinition['originalName']);

        // Если такой код уже занят, делаем его уникальным:
        // CREATED_BY -> CREATED_BY_2 -> CREATED_BY_3 ...
        $code = $this->makeUniqueCode($baseCode, $usedCodes);
        $usedCodes[] = $code;

        // Сохраняем полное соответствие:
        // что увидит Битрикс24, и как это поле называется в реальной БД
        $mappings[$code] = [
            'code' => $code,
            'name' => $code,
            'originalName' => $fieldDefinition['originalName'],
            'type' => $fieldDefinition['type'],
        ];
    }

    return $mappings;p

Этот код:

  • получает список реальных полей таблицы;

  • для каждого поля строит “bitrix-safe” код;

  • сохраняет связь нормализованное имя -> реальное имя.

Как выглядит механизм нормализации normalizeFieldCode
public function normalizeFieldCode(string $fieldName): string
{
    // Убираем лишние пробелы по краям
    $normalizedFieldName = trim($fieldName);

    // Если имя было не в ASCII, пробуем транслитерировать.
    // Это нужно, чтобы символы стали предсказуемыми для кода.
    $normalizedFieldName = $this->transliterateToAscii($normalizedFieldName);

    // Переводим всё в верхний регистр:
    // "Created By" -> "CREATED BY"
    $normalizedFieldName = strtoupper($normalizedFieldName);

    // Всё, что не A-Z и не цифры, заменяем на "_":
    // "CITY / REGION" -> "CITY_REGION"
    $normalizedFieldName = (string)preg_replace('/[^A-Z0-9]+/', '_', $normalizedFieldName);

    // Убираем "_" по краям
    $normalizedFieldName = trim($normalizedFieldName, '_');

    // Если получилось несколько "_" подряд, схлопываем их в один
    $normalizedFieldName = (string)preg_replace('/_+/', '_', $normalizedFieldName);

    // Если после очистки имя оказалось пустым, даём безопасное имя по умолчанию
    if ($normalizedFieldName === '') {
        $normalizedFieldName = 'FIELD';
    }

    // Если имя начинается с цифры, Bitrix-стиль делаем безопасным через префикс
    // "2024 TOTAL" -> "FIELD_2024_TOTAL"
    if (preg_match('/^[0-9]/', $normalizedFieldName) === 1) {
        $normalizedFieldName = 'FIELD_' . $normalizedFieldName;
    }

    return $normalizedFieldName;
}
Как выглядит защита от коллизий makeUniqueCode
private function makeUniqueCode(string $baseCode, array $usedCodes): string
{
    // Если такого кода ещё не было, используем как есть
    if (!in_array($baseCode, $usedCodes, true)) {
        return $baseCode;
    }

    $suffix = 2;

    // Иначе добавляем 2, 3, 4...
    do {
        $candidate = $baseCode . '' . $suffix;
        $suffix++;
    } while (in_array($candidate, $usedCodes, true));

    return $candidate;
}

Шаг 2. Этот маппинг подключили в BiConnector.php: table_description теперь отдаёт Bitrix-безопасные имена, а getData() сначала получает mapping, потом передаёт его в query layer.

Как выглядит чтение реальных полей из базы
private function fetchTableFields(Connection $connection, string $tableName): array
{
    if ($this->connectionType === 'mysql') {
        // Для MySQL читаем схему через DESCRIBE
        $sql = 'DESCRIBE ' . $connection->quoteIdentifier($tableName);
    } else {
        // Для PostgreSQL читаем схему через information_schema.columns
        $sql = "SELECT column_name, data_type, is_nullable
               FROM information_schema.columns
               WHERE table_name = :table_name
               AND table_schema = 'public'";
    }

    $stmt = $connection->prepare($sql);

    if ($this->connectionType === 'postgresql') {
        $stmt->bindValue('table_name', $tableName);
    }

    $result = $stmt->executeQuery();
    $fieldDefinitions = [];

    while ($row = $result->fetchAssociative()) {
        if ($this->connectionType === 'mysql') {
            // Берём реальное имя поля из MySQL
            $fieldDefinitions[] = [
                'originalName' => (string)$row['Field'],
                'type' => $this->mapMySQLTypeToBitrix($row['Type'])
            ];
        } else {
            // Берём реальное имя поля из PostgreSQL
            $fieldDefinitions[] = [
                'originalName' => (string)$row['column_name'],
                'type' => $this->mapPostgreSQLTypeToBitrix($row['data_type'])
            ];
        }
    }

    // Вот здесь и происходит автомаппинг:
    // реальные имена колонок превращаются в Bitrix-safe поля
    $fields = array_values($this->fieldNameMapper->buildMappings($fieldDefinitions));

    return $fields;
}

В этом коде:

  • БД отдаёт, например, Created By;

  • FieldNameMapper превращает это в CREATED_BY;

  • дальше коннектор уже работает с этой нормализованной схемой.

Как выглядит tableDescription
public function tableDescription(string $tableName): Response
{
    if (empty($tableName)) {
        return new Response(
            json_encode(['error' => 'Table name is required']) ?: '{"error":"Table name is required"}',
            400,
            ['Content-Type' => 'application/json']
        );
    }

    try {
        // Получаем уже нормализованную структуру полей
        $fields = $this->getTableDescriptionFields($tableName);

        // И отдаём её Битрикс24
        return new Response(
            json_encode($fields) ?: '[]',
            200,
            ['Content-Type' => 'application/json']
        );
    } catch (\Throwable $e) {
        return new Response(
            json_encode(['error' => $e->getMessage()]) ?: '{"error":"Unknown error"}',
            500,
            ['Content-Type' => 'application/json']
        );
    }
}
Как подготавливается именно mapping-словарь getFieldMappings для getData():
private function getFieldMappings(string $tableName): array
{
    $connection = $this->getConnection();

    // Сначала читаем поля таблицы и нормализуем их
    $fields = $this->fetchTableFields($connection, $tableName);

    $fieldMappings = [];

    foreach ($fields as $field) {
        // Строим словарь вида:
        // "CREATED_BY" => [ ... originalName => "Created By" ... ]
        $fieldMappings[$field['code']] = $field;
    }

    return $fieldMappings;
}
Где этот mapping идёт в query layer:
public function getData(string $tableName, array $select, array $filter, int $limit): Response
{
    if (empty($tableName)) {
        return new Response(
            json_encode(['error' => 'Table name is required']) ?: '{"error":"Table name is required"}',
            400,
            ['Content-Type' => 'application/json']
        );
    }

    try {
        $connection = $this->getConnection();
        $queryBuilder = new QueryBuilder($connection, $this->logger);

        // Получаем mapping между Bitrix-полями и реальными колонками БД
        $fieldMappings = $this->getFieldMappings($tableName);

        // Передаём этот mapping в слой построения SQL
        $data = $queryBuilder->buildAndExecuteQuery(
            $tableName,
            $select,
            $filter,
            $limit,
            $fieldMappings
        );

        return new Response(
            json_encode($data) ?: '[]',
            200,
            ['Content-Type' => 'application/json']
        );
    } catch (\Throwable $e) {
        return new Response(
            json_encode(['error' => $e->getMessage()]) ?: '{"error":"Unknown error"}',
            500,
            ['Content-Type' => 'application/json']
        );
    }
}

Шаг 3. QueryBuilder.php обновили, чтобы запросы от Битрикс24 работали по нормализованным полям, а внутри SQL использовались реальные имена колонок. То есть select: ["CREATED_BY"] идёт в БД как Created By, а в ответе снова возвращается CREATED_BY.

Где происходит обратный перевод в реальные SQL-имена: QueryBuilder
public function buildAndExecuteQuery(
    string $tableName,
    array $select,
    array $filter,
    int $limit,
    array $fieldMappings = []
): array {
    $queryBuilder = $this->connection->createQueryBuilder();

    if (empty($select)) {
        // Если Bitrix не указал select, берём все доступные поля
        $selectExpressions = $this->buildSelectExpressions([], $fieldMappings);

        if ($selectExpressions === ['*']) {
            $queryBuilder->select('*');
        } else {
            $queryBuilder->select(...$selectExpressions);
        }
    } else {
        // Если select есть, строим выражения с учётом mapping
        $queryBuilder->select(...$this->buildSelectExpressions($select, $fieldMappings));
    }

    $queryBuilder->from($this->quoteIdentifier($tableName));

    // Здесь фильтры тоже идут через mapping
    $this->applyFilters($queryBuilder, $filter, $fieldMappings);

    if ($limit > 0) {
        $queryBuilder->setMaxResults($limit);
    }

    $result = $queryBuilder->executeQuery();
    $rows = $result->fetchAllAssociative();

    // На выходе приводим результат к формату Битрикс24
    return $this->formatDataForBitrix($rows, $select);
}
Как CREATED_BY превращается в Created By.
private function resolveFieldName(string $field, array $fieldMappings): string
{
    // Если mapping не передали, работаем с именем как есть
    if (empty($fieldMappings)) {
        return $field;
    }

    // Если Bitrix запросил нормализованное имя,
    // возвращаем настоящее имя колонки в БД
    if (isset($fieldMappings[$field])) {
        return $fieldMappings[$field]['originalName'];
    }

    // Если вдруг уже пришло реальное имя колонки, тоже позволяем его использовать
    foreach ($fieldMappings as $fieldMapping) {
        if ($fieldMapping['originalName'] === $field) {
            return $fieldMapping['originalName'];
        }
    }

    // Если поле вообще неизвестно, это ошибка
    throw new \InvalidArgumentException('Unknown field requested: ' . $field);
}
Как строится SELECT с alias
private function buildSelectExpressions(array $select, array $fieldMappings): array
{
    if (empty($select) && empty($fieldMappings)) {
        return ['*'];
    }

    // Если select пустой, но mapping есть, берём все нормализованные поля
    $requestedFields = !empty($select) ? $select : array_keys($fieldMappings);
    $selectExpressions = [];

    foreach ($requestedFields as $requestedField) {
        // Превращаем Bitrix-имя в реальное имя колонки
        $realField = $this->resolveFieldName($requestedField, $fieldMappings);

        // Строим SQL по реальному имени
        $expression = $this->quoteIdentifier($realField);

        // Но если имя для Bitrix отличается от реального,
        // добавляем alias, чтобы в ответе колонка снова называлась CREATED_BY
        if ($requestedField !== $realField) {
            $expression .= ' AS ' . $this->quoteIdentifier($requestedField);
        }

        $selectExpressions[] = $expression;
    }

    return $selectExpressions;
}
Фильтры

Автомаппинг работает не только для SELECT, но и для:

  • filter

  • LIKE

  • IN

  • BETWEEN

  • обычного =

private function applyFieldFilter(
    DBALQueryBuilder $queryBuilder,
    string $field,
    mixed $condition,
    array $fieldMappings = []
): void {
    // И здесь тоже сначала переводим Bitrix-имя в реальную колонку
    $realField = $this->resolveFieldName($field, $fieldMappings);
    $quotedField = $this->quoteIdentifier($realField);

    // Имя SQL-параметра строим отдельно и безопасно
    $paramName = $this->buildParameterName($field);

    if (is_array($condition)) {
        if (isset($condition['operator'])) {
            $operator = strtoupper($condition['operator']);
            $value = $condition['value'] ?? null;

            switch ($operator) {
                case 'LIKE':
                    // Пример:
                    // CITY_REGION -> "City / Region"
                    // SQL будет фильтровать по реальной колонке
                    $queryBuilder->andWhere($quotedField . ' LIKE :' . $paramName);
                    $queryBuilder->setParameter($paramName, '%' . $value . '%');
                    break;

                case 'BETWEEN':
                    if (isset($condition['from']) && isset($condition['to'])) {
                        $queryBuilder->andWhere(
                            $quotedField . ' BETWEEN :' . $paramName . '_from AND :' . $paramName . '_to'
                        );
                        $queryBuilder->setParameter($paramName . '_from', $condition['from']);
                        $queryBuilder->setParameter($paramName . '_to', $condition['to']);
                    }
                    break;
            }
        } else {
            $queryBuilder->andWhere($quotedField . ' IN (:' . $paramName . ')');
            $queryBuilder->setParameter($paramName, $condition, \Doctrine\DBAL\Connection::PARAM_STR_ARRAY);
        }
    } else {
        // Обычное равенство:
        // CREATED_BY = 'Alice'
        // превратится в SQL по колонке "Created By"
        $queryBuilder->andWhere($quotedField . ' = :' . $paramName);
        $queryBuilder->setParameter($paramName, $condition);
    }
}

Дополнительно агент создал demo-таблицу friendly_columns с колонками с реальными названиями: Created By, Office Name, City / Region, Opened At.

Всё это было покрыто тестами в FieldNameMapperTest.php и QueryBuilderTest.php.

Результат

Агент проанализировал существующий проект и успешно модернизировал его трижды:

  1. Для подключения к порталу по HTTPS-туннелю.

  2. Для усиления безопасности и тестового покрытия.

  3. Для внесения оптимизации автомаппинга полей.

В отличие от предыдущих опытов, на этот раз ИИ нигде не зависал надолго и сделал всю работу достаточно быстро. Самой сложной частью было сформулировать задачу и план работы.

Что будем делать дальше

Мы уже добавляли UI-приложения, автоматизировали сделки с роботами, деплоили проекты на сервер и оптимизировали существующие сервисы. В следующий раз попробуем поработать с чат-ботами на бэкенде.

Если вам интересна какая-то тема про кастомизацию портала — напишите в комментариях, а мы постараемся раскрыть её в следующих статьях.

Содержание цикла статей про создание приложений с AI-агентами

  1. Пишем первое приложение с AI-стартером, чтобы видеть прибыли и убытки

  2. Добавляем в бизнес-портал Битрикс24 роботов для автоматизации

  3. Что даёт воспроизводимая среда разработки и как развернуть контейнеры на VPS.

  4. Анализ и модернизация коннектора баз данных с помощью AI-агентов

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  • 15.06.26 13:05 James willson

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  • 15.06.26 13:06 Tansy

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  • 15.06.26 13:08 Sarahy billy

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  • 15.06.26 13:12 Cole donald

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  • 15.06.26 13:16 Meral Yetkiner

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  • 15.06.26 13:18 Silas Olsen

    A fraudulent investment scheme operated by BTCMining.limited functions as a fake return scam. In this setup, scammers lure victims with false promises of high returns. Through manipulative tactics, they gain individuals' trust and convince them to invest, ultimately leading to financial loss. If you have ever faced a cyber threat or fallen victim to an online crypto scam and need to reach the authorities, I recommend contacting [email protected]. They are a legitimate team that helps victims of online crypto scams using advanced tools.

  • 15.06.26 13:59 Ewaguz

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  • 15.06.26 14:16 Martina k.

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  • 15.06.26 14:18 Garrison Good

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  • 15.06.26 14:22 Sallymarch

    Never grant API keys with withdrawal permissions to any third-party software. This is how crypto arbitrage bots steal your funds. If you have already done this, revoke all API keys immediately. Then check your exchange transaction history. CryptoArb AI drained €7,800 from my account within hours. FundsRetriever reverse-engineered the bot's code, traced the scammer's wallet, and recovered everything. Always use "read-only" API permissions only. If you made the mistake, act fast. Contact [email protected], WhatsApp +1(603)5121(448) or Telegram FUNDSRETRIEVER.

  • 15.06.26 14:23 Glennrobble

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  • 15.06.26 14:25 Evan Garrison

    Cloud mining contracts are almost always too good to be true. I learned that the hard way with MineMax. First two months, small daily payouts. Then "maintenance fees" ate everything. Then my account was frozen. Then the website disappeared. I was heartbroken. FundsRetriever traced my payments through three shell companies to a real bank account. They froze it and got my €11,000 back. Recovery is possible even from complex scams. Contact [email protected], WhatsApp +1(603)5121(448) or Telegram FUNDSRETRIEVER.

  • 15.06.26 14:26 Ewaguz

    That 100% deposit bonus looks tempting, doesn't it? I took it. Big mistake. When I tried to withdraw my €4,500, Olymp Trade demanded I trade 50 times the bonus amount. Impossible by design. My money was trapped. FundsRetriever reviewed the terms and found they violated consumer protection laws in my country. They negotiated directly with Olymp Trade's legal team. Within a week, my funds were released. My advice? Never accept bonuses. But if you're already trapped, call [email protected], WhatsApp +1(603)5121(448) or Telegram FUNDSRETRIEVER.

  • 15.06.26 16:34 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

  • 15.06.26 16:34 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

  • 15.06.26 16:41 Louane Mercier

    It is crucial to act quickly and consult a reputable, experienced recovery specialist who will support you throughout the entire recovery process. You must provide them with transaction evidence, scammer information, and any other relevant details that could aid the investigation. With this data, the experts can trace and attempt to recover your funds from the scammers' concealed accounts or wallets. R£sQprofirm company offers recovery assistance with no upfront fees. Contact them via Telegram (@ResQprofirm), WhatsApp (+19852969146), or email ([email protected]).

  • 15.06.26 16:45 Andrés Montero

    I’m open about my experience with Bitcoin investment and losing money to scammers. That said, it is possible to recover stolen Bitcoin. I used to think recovery was impossible because that’s what I had been told. But last October, I fell for a forex scam promising extremely high returns and ended up losing nearly $87,600. After searching for help for a month, I came across a Reddit article about recovering stolen cryptocurrency. I reached out to the contact provided: [email protected] and WhatsApp +19852969146. I was scared and skeptical, having heard many bad stories, but I decided to give them a try. To my amazement, I got all my stolen Bitcoin back within a very short time. I’m not sure if I’m allowed to post links here, but you can reach out to them if you also need help.

  • 15.06.26 16:48 Olivia Sørensen

    Several months ago, investing in Bitcoin proved to be one of my most lucrative endeavors. I achieved considerable profits across multiple platforms and felt a strong sense of accomplishment. Unfortunately, the situation deteriorated when I inadvertently engaged with a fraudulent Bitcoin platform. This entity swindled me out of $92,000 USD, refused to honor my withdrawal requests, and persistently demanded further deposits. Fortunately, I encountered (R£SQPRO FIRM) online. After reporting my case to them, they acted promptly and effectively recovered my lost Bitcoin. I am sincerely grateful for their professionalism and continuous assistance. Contact: ResQprofirm AT aol.com, Telegram @resqprofirm, WhatsApp +1 9 8 5 2 9 6 9 1 4 6.

  • 15.06.26 16:51 Viljar Yohannes

    I'm willing to share my experience with Bitcoin investment and losing money to scammers. But yes, recovering stolen Bitcoin is possible. I never believed in Bitcoin recovery myself, because I was told it couldn't be done. Then, last October, I fell for a forex scam that promised unrealistically high returns, and I ended up losing nearly $70,000. I searched for help for about a month until I finally found a Reddit article about recovering stolen cryptocurrency. I reached out to the contact mentioned: [RESQPROFIRM [at] AOL DOT com] and [WhatsApp +19852969146]. I was scared and skeptical because I'd heard horror stories, but I decided to give them a try. To my surprise, I got all my stolen Bitcoin back from the scammers in a very short time. I'm not sure if I'm allowed to post links here, but you can contact them if you need help too.

  • 15.06.26 16:58 Guimar da Rosa

    Withdrawal troubles shouldn’t stress you out. I faced a similar problem, and this firm stepped in and recovered my funds. Their support truly mattered. Contact them: [ResQProFirm @aol.com] telegram @resqprofirm, WhatsApp: <+198> <5296> <9146>.

  • 15.06.26 17:03 Andrea Escalante

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  • 16.06.26 11:40 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

  • 16.06.26 11:43 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

  • 16.06.26 13:37 Felix Steve

    MY CRYPTO WAS STOLEN – HERE'S HOW I GOT IT BACK I'm Felix Steve from Canada, and I lost $115,000 USDC to a fraudulent broker who locked me out of my wallet. After sleepless nights, a friend told me about RESQPROFIRM Recovery Service. I sent them my wallet addresses, transaction history, and chat logs. Their team used blockchain tracking to trace the stolen funds, identified the scammer's wallet, and froze the assets before they could be moved. Within 24 hours, most of my crypto was recovered. I can't thank them enough. If you need help, reach out via WhatsApp: +19852969146, email: [email protected], or TG: @resqprofirm.

  • 16.06.26 13:45 Wills ben

    SUCCESSFUL CRYPTO SCAM RECOVERY – HOW I REGAINED ACCESS TO MY LOST WALLET My name is Felix Steve, and I'm from Canada. I'm sharing my story to help others who have fallen victim to crypto fraud. A few months ago, I was lured into a fake investment scheme promoted by a broker company. With Bitcoin prices climbing, I invested heavily—only to lose $115,000 USDC when the broker locked me out of my wallet and assets. It was a harrowing experience that left me sleepless and desperate. Crypto scams are on the rise, often involving bogus trading platforms, phishing, and misleading promises. In my search for help, a fellow crypto enthusiast recommended RESQPROFIRM Recovery Service, which specializes in recovering lost or stolen funds. After checking their reviews, I reached out and supplied all the evidence—wallet addresses, transaction records, and communication logs. Their team responded immediately and launched an investigation. Using advanced blockchain tracking, they traced the stolen funds, pinpointed the scammer's wallet, and worked with authorities to freeze the assets in time. Remarkably, within just 24 hours, RESQPROFIRM recovered the bulk of my stolen crypto. I was overwhelmed with relief and gratitude. Their professionalism, transparency, and steady communication made all the difference during a very dark period. If you've been scammed, I wholeheartedly recommend contacting them via WhatsApp: +19852969146, email: [email protected], or Telegram: @resqprofirm.

  • 18.06.26 13:31 Noemi Bernard

    I never expected such outstanding results. The outcome far exceeded my expectations, and I am extremely satisfied with the successful recovery of my stolen funds totaling $49,360 from my blockchain wallet. I hold this team in the highest regard. Without a doubt, they are among the most dedicated professionals in the field of fund recovery. Keep up the exceptional work! Email: [email protected] WhatsApp: +1 985 296 9146

  • 18.06.26 13:35 Carter Morris

    My experience improved significantly thanks to ResQprofirm's expert assistance and attentive customer care. Their professionalism was evident every step of the way they were able to track and recover my stolen crypto $88,360, email: [email protected], WhatsApp +19852969146.

  • 18.06.26 13:40 Kuybida Andriyiv

    I recovered my $232,000 refund through the assistance of [email protected] and WhatsApp +19852969146. Their guidance was very helpful.

  • 20.06.26 14:57 michaeldavenport218

    I was recently scammed out of $53,000 by a fraudulent Bitcoin investment scheme, which added significant stress to my already difficult health issues, as I was also facing cancer surgery expenses. Desperate to recover my funds, I spent hours researching and consulting other victims, which led me to discover the excellent reputation of Capital Crypto Recover, I came across a Google post It was only after spending many hours researching and asking other victims for advice that I discovered Capital Crypto Recovery’s stellar reputation. I decided to contact them because of their successful recovery record and encouraging client testimonials. I had no idea that this would be the pivotal moment in my fight against cryptocurrency theft. Thanks to their expert team, I was able to recover my lost cryptocurrency back. The process was intricate, but Capital Crypto Recovery's commitment to utilizing the latest technology ensured a successful outcome. I highly recommend their services to anyone who has fallen victim to cryptocurrency fraud. For assistance contact [email protected] and on Telegram OR Call Number +1 (336)390-6684 via email: [email protected] you can visit his website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 20.06.26 14:57 michaeldavenport218

    I was recently scammed out of $53,000 by a fraudulent Bitcoin investment scheme, which added significant stress to my already difficult health issues, as I was also facing cancer surgery expenses. Desperate to recover my funds, I spent hours researching and consulting other victims, which led me to discover the excellent reputation of Capital Crypto Recover, I came across a Google post It was only after spending many hours researching and asking other victims for advice that I discovered Capital Crypto Recovery’s stellar reputation. I decided to contact them because of their successful recovery record and encouraging client testimonials. I had no idea that this would be the pivotal moment in my fight against cryptocurrency theft. Thanks to their expert team, I was able to recover my lost cryptocurrency back. The process was intricate, but Capital Crypto Recovery's commitment to utilizing the latest technology ensured a successful outcome. I highly recommend their services to anyone who has fallen victim to cryptocurrency fraud. For assistance contact [email protected] and on Telegram OR Call Number +1 (336)390-6684 via email: [email protected] you can visit his website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 21.06.26 11:09 Maurizio Rolland

    I would like to express my sincere appreciation to RESQPRO FIRM for their outstanding assistance in helping victims of online fraud. Many scammers deceive investors by blocking withdrawals and continuously demanding additional deposits, making the loss of hard-earned funds a painful experience. Fortunately, RESQPRO FIRM provides support to individuals seeking to recover funds lost to fraudulent online schemes. Contact: Email: RESQPRO FIRM at Gmail Telegram: RESQPROFIRM, [email protected], WhatsApp: +1 985 296 9146

  • 21.06.26 11:13 Buse Fahri

    It is important for more people to stand together in the fight against online fraud. Those who target innocent individuals especially vulnerable people such as seniors should be held fully accountable for their actions. Every effort to raise awareness and support victims makes a meaningful difference. The team at RESQPRO FIRM is committed to helping expose fraudulent schemes and assisting those affected by online scams. Their dedication, persistence, and passion for protecting victims are truly commendable. I sincerely appreciate the hard work and commitment shown toward this mission. Together, we can continue to educate others, support victims, and work toward a safer online environment for everyone. Contact Information: Telegram: RESQPROFIRM WhatsApp: +1 985 296 9146 Email: [email protected], [email protected]

  • 21.06.26 11:16 علیرضا گلشن

    The successful recovery of my stolen funds, totaling $1,310,000, would not have been possible without your unwavering support, dedication, and tireless efforts. I am truly grateful for the opportunity to work with such a skilled and professional team. From the very beginning, I had confidence in your ability to handle this challenging situation, and you exceeded my expectations by delivering remarkable results. Your expertise, persistence, and commitment throughout the process were exceptional. I encourage you to continue maintaining the high standards of professionalism and excellence that distinguish your work. You exemplify the qualities of a trustworthy, dedicated, and hardworking professional, and your efforts deserve sincere recognition and appreciation. Contact: Email: [email protected], [email protected], Telegram: Resqprofirm WhatsApp: +1 985 296 9146

  • 22.06.26 21:51 kimberlyhebert786

    I invested in bitcoin trading After losing $78.4 USDT) linked to a romance fraud scam worth of cryptocurrency through an online investment platform and later discovered it was a scam. After extensive research for recovery options, I contacted CAPITAL CRYPTO RECOVER based on positive client reviews and recommendations. Their professional security team guided me through the recovery process using advanced technology, and I was able to recover my lost cryptocurrency successfully. I am truly grateful for their support and assistance during such a difficult experience. I will advise you to contact CAPITAL CRYPTO RECOVER helped me recover my funds. For anyone facing similar issues, Website: https://recovercapital.wixsite.com/capital-crypto-rec-1 Email: [email protected] Telegram: @Capitalcryptorecover Contact: [email protected] Call/Text Number: +1 (336) 390-6684

  • 22.06.26 21:51 kimberlyhebert786

    I invested in bitcoin trading After losing $78.4 USDT) linked to a romance fraud scam worth of cryptocurrency through an online investment platform and later discovered it was a scam. After extensive research for recovery options, I contacted CAPITAL CRYPTO RECOVER based on positive client reviews and recommendations. Their professional security team guided me through the recovery process using advanced technology, and I was able to recover my lost cryptocurrency successfully. I am truly grateful for their support and assistance during such a difficult experience. I will advise you to contact CAPITAL CRYPTO RECOVER helped me recover my funds. For anyone facing similar issues, Website: https://recovercapital.wixsite.com/capital-crypto-rec-1 Email: [email protected] Telegram: @Capitalcryptorecover Contact: [email protected] Call/Text Number: +1 (336) 390-6684

  • 24.06.26 01:25 Fraddy Pual

    I never thought it would happen to me—but I lost $256,100 in Bitcoin through a shady investment deal. I was shattered, panicked, and convinced my savings were gone forever. Just when I was about to give up, I stumbled upon reviews for FUNDSRETRIEVER, a cyber recovery team with a solid reputation. I decided to give it a shot, and to my absolute shock, they recovered every single cent in record time. Working with them was a lifesaver. If you've been tricked by fake investment platforms, don't lose hope—FUNDSRETRIEVER can help. Contact them here: Email: [email protected] | WhatsApp: +1603512144 8| Telegram: @Fundsretriever

  • 24.06.26 01:27 Fraddy Pual

    I never thought it would happen to me—but I lost $256,100 in Bitcoin through a shady investment deal. I was shattered, panicked, and convinced my savings were gone forever. Just when I was about to give up, I stumbled upon reviews for FUNDSRETRIEVER, a cyber recovery team with a solid reputation. I decided to give it a shot, and to my absolute shock, they recovered every single cent in record time. Working with them was a lifesaver. If you've been tricked by fake investment platforms, don't lose hope—FUNDSRETRIEVER can help. Contact them here: Email: [email protected] | WhatsApp: +16035121448 | Telegram: @Fundsretriever

  • 24.06.26 01:28 Fraddy Pual

    I never thought it would happen to me—but I lost $256,100 in Bitcoin through a shady investment deal. I was shattered, panicked, and convinced my savings were gone forever. Just when I was about to give up, I stumbled upon reviews for FUNDSRETRIEVER, a cyber recovery team with a solid reputation. I decided to give it a shot, and to my absolute shock, they recovered every single cent in record time. Working with them was a lifesaver. If you've been tricked by fake investment platforms, don't lose hope—FUNDSRETRIEVER can help. Contact them here: Email: [email protected] | WhatsApp: +16035121448 | Telegram: @Fundsretriever.

  • 24.06.26 01:58 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

  • 24.06.26 01:58 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

  • 24.06.26 14:16 Universina da Mota

    Becoming a victim of an investment scam is never anyone's intention it often happens because fraudsters exploit trust and a lack of awareness. I would like to express my sincere gratitude to the dedicated team at ResQpro for their professionalism and commitment to helping victims of online investment fraud. Their efforts in assisting individuals with the recovery of stolen assets and holding scammers accountable are truly commendable. If you need assistance or would like to learn more, you can contact them through: Email: [email protected] Alternative Email: [email protected] Telegram: @ResQprofirm WhatsApp: +1 (985) 296-9146

  • 24.06.26 14:21 Elizabeth Thompson

    If you believe you have been the victim of an investment scam, it is important to act promptly and gather all relevant information. Keep records of transaction receipts, wallet addresses, communication logs, account details, and any other evidence related to the incident. Providing accurate documentation can help investigators, financial institutions, legal professionals, or recovery specialists review your case and determine what options may be available. Be cautious of anyone who guarantees the recovery of lost funds or requests large upfront payments. For additional information, you may contact: Email: [email protected] Telegram: @ResQprofirm WhatsApp: +1 (985) 296-9146

  • 24.06.26 15:33 Júlia Castro

    If you have fallen victim to an investment scam, it is important to act quickly and gather all available evidence related to the incident. This may include transaction records, wallet addresses, screenshots of conversations, emails, account details, and any information connected to the individuals or entities involved. Having complete documentation can help professionals assess your situation and explore possible recovery options. Always exercise caution when seeking assistance and carefully verify the credentials of any service provider before proceeding. For further information, you may contact: Email: [email protected] Telegram: @ResQprofirm WhatsApp: +1 (985) 296-9146

  • 24.06.26 22:01 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

  • 24.06.26 22:01 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

  • 25.06.26 21:13 Emilie Safi

    A fraudulent investment scheme operated by BTCMining.limited functions as a fake return scam. In this setup, scammers lure victims with false promises of high returns. Through manipulative tactics, they gain individuals' trust and convince them to invest, ultimately leading to financial loss. If you have ever faced a cyber threat or fallen victim to an online crypto scam and need to reach the authorities, I recommend contacting [email protected], [email protected], WhatsApp +19852969146, telegram @resqprofirm. They are a legitimate team that helps victims of online crypto scams using advanced tools.

  • 25.06.26 21:25 Emilie Safi

    So I ended up losing $38,000 to this platform. At first, they kept asking me to put in more money so I could get into my portfolio. I did that, but then they wouldn’t let me withdraw anything—just kept asking for more deposits. It got way too suspicious, so I stopped. I found this company called ResQProfirm on Google and told them what happened. They got in touch, asked me to walk them through everything, and I gave them all the proof I had. They did an amazing job tracking down my money and getting it back. Big thanks to them at [email protected] and on WhatsApp at +19852969146. Please be careful out there and always research before investing.

  • 26.06.26 01:04 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

  • 26.06.26 01:04 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

  • 26.06.26 02:48 Miriam Rocha

    I trusted this platform with $120,000 of my hard-earned money. Then they started asking for more deposits just so I could access my own portfolio. I paid, but every withdrawal request was denied. They kept pushing for more money. I finally stopped it just felt wrong. Desperate, I found ResQProfirm on Google. They didn't just hear me out; they truly listened. I shared all my proof, and they launched an investigation. Thanks to their hard work, they tracked and returned my funds. From the bottom of my heart, thank you to [email protected] and their WhatsApp +19852969146. Please stay safe and always verify a platform before investing

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  • 26.06.26 02:56 Asunción Herrera

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  • 26.06.26 15:05 Riley Stephens

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  • 28.06.26 00:37 kimberlyhebertt673

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  • 28.06.26 00:37 kimberlyhebertt673

    I invested in bitcoin trading After losing $78.4 USDT) linked to a romance fraud scam worth of cryptocurrency through an online investment platform and later discovered it was a scam. After extensive research for recovery options, I contacted CAPITAL CRYPTO RECOVER based on positive client reviews and recommendations. Their professional security team guided me through the recovery process using advanced technology, and I was able to recover my lost cryptocurrency successfully. I am truly grateful for their support and assistance during such a difficult experience. I will advise you to contact CAPITAL CRYPTO RECOVER helped me recover my funds. For anyone facing similar issues, Website: https://recovercapital.wixsite.com/capital-crypto-rec-1 Email: [email protected] Telegram: @Capitalcryptorecover Contact: [email protected] Call/Text Number: +1 (336) 390-6684

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  • 30.06.26 15:08 wendytaylor015

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  • 30.06.26 15:08 wendytaylor015

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  • 02.07.26 01:22 Lieneke Bonnema

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  • 05.07.26 14:44 lydiassmith567

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  • 05.07.26 14:44 lydiassmith567

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  • 06.07.26 16:20 Olga Ognjanović

    Having trouble withdrawing funds from an investment platform? ResQprofirm provides fund recovery assistance for individuals seeking help with investment-related disputes. I reached out to them after experiencing problems with an investment platform, and I appreciated their professionalism and support throughout the process. If you're facing a similar situation, act promptly, keep records of your transactions and communications, and seek assistance from a qualified recovery service or the appropriate authorities. Contact: Email: [email protected] Telegram: @ResQprofirm WhatsApp: +1 985 296 9146

  • 06.07.26 16:31 Joseph Weigl

    Invest wisely and stay cautious. Don't be influenced by promises of unusually high returns or convincing sales pitches from brokers. I learned this the hard way after falling victim to an investment scam that promised huge profits. Fortunately, I acted quickly and reported the incident to a recovery firm for assistance. Contact: Email: [email protected] Telegram: @Resqprofirm WhatsApp: +1 985 296 9146

  • 06.07.26 16:33 Jaran Løvlien

    A heartfelt thank you to RESQPRO FIRM for their commitment and professionalism throughout the investigation of my case. Their team worked diligently and helped recover assets valued at $88,000, which were returned to my wallet. I truly appreciate their support, clear communication, and dedication, and I'm grateful for the assistance I received. Contact: Email: [email protected] Telegram: @Resqprofirm WhatsApp: +1 985 296 9146

  • 07.07.26 18:00 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

  • 07.07.26 18:01 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

  • 09.07.26 19:06 Toivo Walli

    I lost 8.56btc to a fake Bitcoin mining site, I tried withdrawing but couldn't approved my process, I reported to !R£SQPROFIRM! via °R£SQproFirm°àt°gmail•com° °tEL£°gram=R£SQprofirm °whaT°Zap+198°52°96°91°46

  • 09.07.26 19:10 Misty Alexander

    Ongoing messages demanding more money before approving withdrawals are a major red flag. Stop engaging and report the incident to a trusted re­covery team. For professional support, you can contact R£sQprofirm using °ResQproFirm°àt°g,*ma'il(•)¢m°, TEL£gram ResQprofirm, or |whaTZap| +1-985-296-9146.

  • 09.07.26 19:13 Clara Soto

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  • 12.07.26 03:30 Kora Baltacha

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  • 13.07.26 23:49 [email protected]

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  • 15.07.26 11:53 Sarah Green

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  • 16.07.26 21:38 patricialovick86

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  • 16.07.26 21:38 patricialovick86

    How To Recover Your Bitcoin Without Falling Victim To Scams: A  Testimony Experience With Capital Crypto Recover Services, Contact Telegram: @Capitalcryptorecover Dear Everyone, I would like to take a moment to share my positive experience with Capital Crypto Recover Services. Initially, I was unsure if it would be possible to recover my stolen bitcoins. However, with their expertise and professionalism, I was able to fully recover my funds. Unfortunately, many individuals fall victim to scams in the cryptocurrency space, especially those involving fraudulent investment platforms. However, I advise caution, as not all recovery services are legitimate. I personally lost $273,000 worth of Bitcoin from my Binance account due to a deceptive platform. If you have suffered a similar loss, you may be considering crypto recovery, The Capital Crypto Recover is the most knowledgeable and effective Capital Crypto Recovery Services assisted me in recovering my stolen funds within 24 hours, after getting access to my wallet. Their service was not only prompt but also highly professional and effective, and many recovery services may not be trustworthy. Therefore, I highly recommend Capital Crypto Recover to you. i do always research and see reviews about their service, For assistance finding your misplaced cryptocurrency, get in touch with them, They do their jobs quickly and excellently, Stay safe and vigilant in the crypto world. Contact: [email protected]  You can reach them via email at [email protected] OR Call/Text Number +1 (336)390-6684 his contact website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 17.07.26 19:24 laimqq90

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  • 17.07.26 20:12 martinsjude080

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  • 18.07.26 17:12 Malthe Larsen

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  • 18.07.26 17:42 پریا رضایی

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  • 18.07.26 17:46 Adem Akışık

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  • 18.07.26 23:51 bernalzenaida

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  • 19.07.26 04:10 Fraddy Pual

    I can't thank Fundsretriever enough for everything they did for me. My name is Vanessa Conway, and I'm here to tell you my story of how I recovered money I never thought I'd see again. A few months ago, I put a significant amount of money into what looked like a genuine online investment company. At first, it felt real—they showed me fake profits and convinced me to invest even more. But when I tried to cash out, they went quiet and started asking for extra fees. That's when it hit me—I had been scammed. I was heartbroken, frustrated, and didn't know where to turn. That money was my savings—months of hard work gone. Then I found Fundsretriever online. I reached out, hoping for a miracle. Right away, their team made me feel heard. They were responsive, knowledgeable, and walked me through everything. They didn't just take my case—they took it seriously and kept me in the loop every step of the way. I finally felt like I had real experts fighting for me. And guess what? They actually got my money back. It wasn't instant, and it took teamwork, but it happened. When I saw those funds returned, I cried with joy. I'm sharing this so that anyone else out there who's been scammed knows—don't lose hope. Do your research before investing, and stay far away from platforms that promise too much too fast. And if you've already been stung, don't wait—get professional help immediately. Thank you, Fundsretriever, from the bottom of my heart. You didn't just recover my money—you restored my faith. — Vanessa Conway 📧 [email protected] 📱 WhatsApp: +16035121448 💬 Telegram: @Fundsretriever

  • 19.07.26 19:53 kimberlyhebertt6877

    I invested in bitcoin trading After losing $78.4 USDT) linked to a romance fraud scam worth of cryptocurrency through an online investment platform and later discovered it was a scam. After extensive research for recovery options, I contacted CAPITAL CRYPTO RECOVER based on positive client reviews and recommendations. Their professional security team guided me through the recovery process using advanced technology, and I was able to recover my lost cryptocurrency successfully. I am truly grateful for their support and assistance during such a difficult experience. I will advise you to contact CAPITAL CRYPTO RECOVER helped me recover my funds. For anyone facing similar issues, Website: https://recovercapital.wixsite.com/capital-crypto-rec-1 Email: [email protected] Telegram: @Capitalcryptorecover Contact: [email protected] Call/Text Number: +1 (336) 390-6684

  • 19.07.26 19:53 kimberlyhebertt6877

    I invested in bitcoin trading After losing $78.4 USDT) linked to a romance fraud scam worth of cryptocurrency through an online investment platform and later discovered it was a scam. After extensive research for recovery options, I contacted CAPITAL CRYPTO RECOVER based on positive client reviews and recommendations. Their professional security team guided me through the recovery process using advanced technology, and I was able to recover my lost cryptocurrency successfully. I am truly grateful for their support and assistance during such a difficult experience. I will advise you to contact CAPITAL CRYPTO RECOVER helped me recover my funds. For anyone facing similar issues, Website: https://recovercapital.wixsite.com/capital-crypto-rec-1 Email: [email protected] Telegram: @Capitalcryptorecover Contact: [email protected] Call/Text Number: +1 (336) 390-6684

  • 19.07.26 19:54 kimberlyhebertt6877

    I invested in bitcoin trading After losing $78.4 USDT) linked to a romance fraud scam worth of cryptocurrency through an online investment platform and later discovered it was a scam. After extensive research for recovery options, I contacted CAPITAL CRYPTO RECOVER based on positive client reviews and recommendations. Their professional security team guided me through the recovery process using advanced technology, and I was able to recover my lost cryptocurrency successfully. I am truly grateful for their support and assistance during such a difficult experience. I will advise you to contact CAPITAL CRYPTO RECOVER helped me recover my funds. For anyone facing similar issues, Website: https://recovercapital.wixsite.com/capital-crypto-rec-1 Email: [email protected] Telegram: @Capitalcryptorecover Contact: [email protected] Call/Text Number: +1 (336) 390-6684

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