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Битрикс24 бенчмарк для оценки LLM

В преддверии выхода GPT-5 хотелось сделать бенчмарк который по-настоящему проверит её способности. Не прекращаются споры – если LLM просто стохастические попугаи, то как решают олимпиадные задачи по математике? Если Chatgpt способен написать полезное приложение по одному запросу, то почему не может посчитать число r в слове Strawberry или описать как фермеру перевезти себя и две курицы через реку? Пора положить обсуждениям конец с помощью 150 задач по Битрикс24 разработке!

Кто просил об этом?

Легко было оценивать LLM когда они писали статьи про единорогов и сочиняли плохие стихи. Теперь, когда модельки решают задачи на переднем крае математики, неспециалистам трудно разобраться прогрессируют ли LLM с каждым новым релизом.

Известные исследователи в области машинного обучения много говорят о важности создания новых методов тестирования и оценки языковых моделей – Бенчмарков. Некоторые даже заявляют, что составление бенчмарков это ключевая работа, а дальнейшее улучшение модели это лишь оптимизация функции на успешное прохождение всё большего числа из них. Чем выше оценки моделей на тестах в различных областях, тем более общим становится интеллект LLM. Актуальный на сегодня список бенчмарков можно глянуть здесь.

Обычно задачи в новых бенчмарках скрыты чтобы не допустить обучения новых версий. Это не тот случай. Пусть новые версии обучатся.

Это точно нужно?

С популярными бенчмарками много проблем:

· В некоторых вроде MMLU на часть вопросов невозможно ответить, а остальные так просты что все модели набирают больше 90%

· Другие, скажем SWE-Verified и Frontier math, составляли сами вендоры LLM и переобучили на них, а когда метрика, используемая для оценки, становится целью она перестаёт быть хорошей метрикой

· Третьи вместе с ответами утекли в интернет и модели на них обучались

Бенчмарк из 150 задач по Битрикс24 не страдает от этих проблем, никому в ведущих AI-лабораториях не придет в голову отдельно оптимизировать ИИ для решения задач доработки CMS, CRM, Task-tracker системы из России. А сами задания собраны впервые и состоят на 80% из практических задач Битрикс24 разработчика, и на 20% из заданий в обучающих материалах и курсах.

В массиве собранных заданий есть очень простые – «написать вебхук для уведомления». И есть сложные – «написать код для отображения грида с фильтром из кастомной таблицы». Они представлены примерно в равном объёме: 55 простых задач, 55 средних, 40 сложных.

Близкими по назначению к этой оценке можно считать статьи и блогпосты узкоспециализированных специалистов, устраивающих LLM экзамены по квантовым вычислениям, экономике и софтверной разработке.

На Хабре также много статей с проверками способности моделей выполнять различные интеллектуальные задания. Но самих заданий в статьях мало. То ли дело 150 заданий, почти как в одном из первых кодинговых бенчмарков – HumanEval, составленном несколько лет назад золотым составом OpenAI

Устройство проверки

Вопросы к модели Gemini 2.5 pro задавались через Google AI Studio c Thinking budget в 32 тысячи токенов. Предложенные моделью ответы и код проверялся на корпоративном портале (коробочной версии) Битрикс24 с обновлениями на начало июля 2025 года.

Все GPTподобные модели склонны писать код для Битрикс24 с использованием вебхуков вместо внутренних методов и функций. Вероятно, потому что это более универсально и позволяет работать и с облачным Битрикс24. Для коробочных версий это неэффективно и нежелательно. Чтобы этого избежать в значительном числе вопросов прямо указано использовать Bitrix framework или внутренний api.

Кроме этого, если первое предложенное Gemini решение отдает конкретную ошибку, ошибка копируется в чат и даётся одна вторая попытка.

Вступление окончено, время промптов

Не будем терять время и оценим лидирующую на LMArena и в большинстве других бенчмарков модель Gemini 2.5 pro. В первой версии статьи также предполагалась оценить модель o3, но оказалась она уступает уже в простых задачах и было решено её оценку исключить. Дадим прогноз о результатах на основе вайбов и недавней истории. Стандартная динамика для новых бенчмарков — очень низкий изначальный результат (10%), потом достижение 60% правильных решений через год и 90% через два года. Так как сложность заданий кажется сопоставимой с SWE-Verified, а ведущие модели на сегодня набирают на нём 65% ожидается результат в примерно 90 верно решенных задач из 150 (60%).

Чтобы не тестировать лимит Хабра на количество символов ответы модели в статью включены не будут. Для верификации можете скопировать вопрос в окно чата с Gemini. В статье только оценка правильных/неправильных решений и комментарии.

Для удобства вопросы были сгруппированы по 25 отдельным темам, основным областям Битрикс24 разработки. Темы представлены в таблице ниже. По одним темам задач больше, чем по другим, если на практике в их доработке чаще возникает необходимость.

Администрирование и теория

Таблицы базы данных

Вебхуки и rest-запросы

D7

Получение данных CRM

Обновление данных CRM

Виртуальная машина

Уведомления, чаты и чат-боты

Агенты и Cron

Инфоблоки, Хайлоадблоки ORM

Бизнес-процессы

Смарт-процессы

Обработчики событий

Задачи

JS доработки

Пользовательские поля

Свои шаблоны и компоненты

Свои активити

Свои модули

Свои приложения и встройки

Диск и обработка файлов

Структура и Рабочее время

Календарь и онлайн-запись

Лента и благодарность

Грид и фильтр

Результаты и выводы

А теперь сами задания и результаты. В качестве разминки первые 14 простых вопросов даже не по разработке, а по администрированию Битрикс24.

Результаты по простым задачам

1) Как попасть в список шаблонов бизнес-процессов для сделок CRM в Битрикс24?

Верный ответ

2) Как установить обновления в Битрикс24?

Верный ответ

3) Как сделать резервную копию в Битрикс24?

Верный ответ

4) Как сделать сотрудника администратором в Битрикс24?

Верный ответ

5) Как администратору Битрикс24 авторизоваться за другого пользователя Битрикс24?

Верный ответ

6) Как узнать ID сотрудника в Битрикс24?

Верный ответ

7) Как администратору Битрикс24 включить отображение для себя панели инструментов публичного раздела Битрикс24?

Верный ответ

8) Как сделать поле в лиде обязательным для заполнения на стадии "Успешно" в воронке лидов Битрикс24?

Неверный ответ

9) Как заблокировать доступ к Битрикс24 по IP-адресу?

Верный ответ

10) Для какого пользователя и какой части сайта кнопка "сбросить кэш" в панели инструментов публичного раздела в Битрикс24 сбросит кэш?

Верный ответ

11) Как создать робота в Битрикс24 который присылает руководителю сотрудника уведомление с текстом “крупная сделка слишком долго в одной стадии” если с момента перехода сделки в стадию прошло больше 10 часов, но только если сумма сделки больше 1000 рублей

Верный ответ

12) Как сделать чтобы пользовательское поле в сделке в CRM в Битрикс24 было видимым и доступным для редактирования только для трёх выбранных сотрудников?

Неверный ответ

13) Что нужно написать шаблоне документа в генераторе документов в Битрикс24 чтобы в документе для конкретного получателя это выглядело как г-ну Антонову Г.Н. (текущая дата в виде число.месяц.год)

Неверный ответ

14) Как "закрыть сайт" в Битрикс24? Чтобы всем пользователям показывалась заглушка с надписью “Сайт закрыт на обновление”

Верный ответ

15) Какие таблицы в базе данных изменяются при удалении поля типа "строка" в сделке в CRM в Битрикс24?

Верный ответ

16) В какой таблице в базе данных содержатся записи об изменения стадии Лидов в CRM в Битрикс24?

Верный ответ

17) В какой таблице в базе данных содержатся данные о продолжительности разговоров сотрудников по телефонии в Битрикс24?

Верный ответ

18) В каком файле нужно задать описание параметров компонента в Битрикс24 чтобы была возможность управлять ими через визуальный интерфейс?

Верный ответ

19) Код ниже обрабатывает данные, отправленные с помощью POST запроса из 1С в Битрикс24. Дополни код чтобы обеспечить безопасность получаемых данных методами Битрикс24 https://gist.github.com/Alian3785/12d8fa78927ae82693bb091465b6a4bf

Верный ответ

20) Для чего предназначен файл result_modifier в компоненте в Битрикс24 и когда он выполняется?

Верный ответ

21) Где в кодовой базе Битрикс24 хранится код, записанный в активити типа “PHP код” в шаблонах Бизнес-процессов сделок CRM?

Верный ответ

22) Что делает функция TruncateText в Битрикс24?

Верный ответ

23) Перепиши этот код на Bitrix framework: https://gist.github.com/Alian3785/da549329ced1fc99ce7c486cbcf633fd

Верный ответ

24) Перепиши этот код на PHP с помощью вебхука и rest api Битрикс24: https://gist.github.com/Alian3785/8ed3c6ad0811bbe2356ef655d25d5aaa

Верный ответ

25) Перепиши этот код на Bitrix framework: https://gist.github.com/Alian3785/8cd54fbf86d28de231711faab508d6b8

Верный ответ

26) Перепиши этот код для удаления дубликатов телефонных номеров в компании на Bitrix framework чтобы вместо rest api запросов использовались собственные функции Битрикс24 https://gist.github.com/Alian3785/7f3554da781d28a609ed412d7e99540f

Верный ответ

27) Перепиши этот код с использованием rest api и вебхуков вместо собственных функций Битрикс24: https://gist.github.com/Alian3785/25301242af15c029eaead1b044e5d27f

Верный ответ

28) Перепиши этот код с помощью методов ядра D7 Битрикс24: https://gist.github.com/Alian3785/18de54b505c042a7e98c55a04dea494b

Неверный ответ

29) Перепиши этот код с помощью методов ядра D7 Битрикс24: https://gist.github.com/Alian3785/0d8f9afda10957fa8fe718c375db4f18

Верный ответ

30) Перепиши этот код с помощью методов ядра D7 Битрикс24: https://gist.github.com/Alian3785/6993dea1d1c732c34c9bb81343d04983

Верный ответ

31) Напиши запрос на получение всех элементов всех полей типа список в сделках CRM в Битрикс24 c помощью bitrix framework

Верный ответ

32) Напиши код для создания Лида на PHP с помощью вебхука и rest api в Битрикс24

Верный ответ

33) Напиши запрос на создание Лида с помощью вебхука с названием "наш Лид" и суммой 400 рублей в Битрикс24 в виде URL строки для копирования в браузер

Верный ответ

34) Напиши, как установить библиотеку fast_bitrix24 для Битрикс24 в Colab. Далее напиши запрос на создания Лида в Битрикс24 с названием "йуху лид" с помощью библиотеки fast_bitrix24
Напиши как установить PHP библиотеку Gizzle для Битрикс24. Далее напиши запрос на создания Лида в Битрикс24 с названием "йуху лид" с помощью этой библиотеки

Неверный ответ

35) Напиши запрос на создание Лида в Битрикс24 под названием "наш слон Лид" и суммой 300 рублей двумя способами с помощью BX24.callMethod и с помощью CRest SDK

Верный ответ

36) Напиши код для создания сделки в Битрикс24 с помощью bitrix framework. А потом напиши код для создания сделки в Битрикс24 с помощью нового factory метода

Неверный ответ

37) Напиши код для обновления поля TITLE Лида в Битрикс24 в CRM без запуска обработчиков событий, бизнес-процессов, роботов и изменения даты изменения или последнего изменившего, записи в историю CRM и проверки обязательных полей

Неверный ответ

38) Напиши на PHP запрос на создание компании в Битрикс24 с названием "нов компания" телефоном +79531761850, имейлами [email protected] и [email protected], пользовательским полем дата жизни "24.04.2022" (код поля дата жизни UF_CRM_1751803284), ответственным с ID=3, привязанным контактом с ID= 4, типом компании - Клиент и комментарием "вот эта компания!" с помощью bitrix framework

Неверный ответ

39) Напиши запрос в Битрикс24 на добавление реквизитов организации к компании с ID=6, а именно: Полное наименование организации, Сокращенное наименование организации, ИНН, КПП, ОГРН c помощью bitrix framework

Неверный ответ

40) Перепиши код, написанный на трех примерах выше на B24PhpSDK

Неверный ответ

41) Напиши код чтобы сконвертировать лид с Id = 7 в сделку в воронке 1 в CRM в Битрикс24 с помощью bitrix framework

Неверный ответ

42) Напиши на PHP запрос на получения значений всех полей Лида с ID= 57 в Битрикс24 с помощью bitrix framework

Верный ответ

43) Напиши на PHP запрос для получения всех сделок из направлений с номером ID 0 и 2 в Битрикс24 с помощью bitrix framework

Верный ответ

44) Напиши запрос на получение всех сделок, в названии которых есть слово “тест” в Битрикс24 с помощью bitrix framework

Верный ответ

45) Найди все сделки с датой создания с 1 января 2025 года по 15 января 2025 года с помощью методов bitrix framework в Битрикс24

Верный ответ

46) Напиши код для получения всех контактов в Битрикс24 с номером телефона +79531768906 с помощью методов bitrix framework

Неверный ответ

47) Напиши CRest::callBatch запрос на получение 3000 сделок с наименьшем ID в Битрикс24, выведи их названия списком на экран и замерь время выполнения запроса

Верный ответ

48) Напиши запрос для получения названия и суммы в сделках в Битрикс24 созданных за последние 3 дня, в которых пользовательское поле UF_CRM_1751846851 не заполнено, результат отсортируй по убыванию и сделай постраничную навигацию по 30 элементов на страницу, используй bitrix framework

Неверный ответ

49) Напиши код для создания запроса в CRM Битрикс24 для получения сделок, находящихся в работе в направлении c ID=0 и потом обнови в них поле ответственный ID на 1 и поле UF_CRM_1736253583 на строку “Тойота” с помощью методов bitrix framework

Верный ответ

50) Напиши код для отправки в Битрикс24 уведомления в колокольчик с текстом "нов уведомление" сотруднику с ID=1

Верный ответ

51) Напиши код на PHP для добавления нового бронирования в онлайн-запись в Битрикс24 для ресурса с id=1 с 24 июня 2025 16:00 по 24 июня 2025 18:00

Неверный ответ

52) Как обновить версию PHP c помощью виртуальной машины VMBitrix?

Верный ответ

53) Как обновить Let's Encrypt сертификат на виртуальной машине VMBitrix?

Неверный ответ

54) Напиши rest запрос на PHP для получения имя, фамилии, отчества и должности контактов в CRM в Битрикс24 и выведи на экран в виде таблицы, но не только 50 значений, а все контакты, которые есть в системе

Верный ответ

55) Напиши функцию для получения названия отдела в структуре, в которой работает сотрудник в Битрикс24 по ID сотрудника с помощью методов bitrix framework

Верный ответ

Выводы по простым задачам

40 правильных ответов из 55. Ответы на большинство вопросов по администрированию верны. Видна способность использовать простые rest api запросы и популярные методы фреймворка, а также писать обработчики событий и простых агентов.

Не удивляет что модель не умеет работать с модулем онлайн записи и с библиотекой B24PhpSDK. Они появились после того, как LLM была обучена. Но Gemini так же ошибается при создании сделок методом фабрики, при попытке скрыть поля и сделать поля обязательными с конкретной стадии. То есть в функционале, представленном 3, 4 или 5 лет назад. В одном из заданий модель придумывает несуществующий метод работы с реквизитами компании, а в другом ошибается в том, где искать нужный класс. В вопросе 34 Gemini демонстрирует способность подключить внешнюю библиотеку (Guzzle) и использовать её методы для работы с Битрикс, но не может повторить то же самое уже с другой библиотекой fast_bitrix24. В вопросе 38 модель подтверждает опасения о ненадежности верно сформировав значения для обновления 6 полей сделки из 7 и ошибаясь в седьмом (Client вместо существующего Customer). Не знает Gemini и специфического языка генератора документов. Что будет если усложнить задачи?

Пример правильно решенной задачи
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Результаты по задачам средней сложности

56) Напиши код для создания задачи на сотрудника в Битрикс24 если он не в отпуске и у него включен рабочий день, в противном случае запиши в журнал событий сообщение "сотрудник недоступен". Используй bitrix framework

Неверный ответ

57) Напиши запрос в Битрикс24 на преобразование всех элементов инфоблока 23 в элементы хайлоадблока 3 с помощью методов bitrix framework. В инфоблоке есть только поле название, а в хайлоадблоке только строковое свойство UF_NNAME

Верный ответ

58) Напиши код в Битрикс24 чтобы, если задача входит в группу №1 и ID ответственного равен 1, к задаче добавлялся тег "ключевая задача" c помощью bitrix framework

Верный ответ

59) Напиши код для получения данных о том какой источник и сколько раз выбран в сделках в CRM в Битрикс24 с помощью методов bitrix framework

Верный ответ

60) Напиши код, который запрещает добавление к сделке в CRM нового товара, который не присутствует в каталоге товаров в Битрикс24

Неправильный ответ

61) Напиши обработчик события в Битрикс24 который при каждом обновлении пользователя добавляет в поле PERSONAL_FAX ФИО других сотрудников подразделения пользователя через запятую

Верный ответ

62) Напиши код для валидации строкового поля “Поле валидации числа символов вопрос 24” (UF_CRM_1752092131936) в сделке в Битрикс24. Если в поле больше или меньше 8 символов, значение не должно сохраняться и должно выводиться сообщение об ошибке

Верный ответ

63) Добавь обработчик события при добавлении элемента в Хайлоадблок № 2 (Метро), обработчик должен присылать всем администраторам Битрикс24 уведомление с текстом “новая станция метро добавлена”

Неверный ответ

64) Напиши в Битрикс24 код для создания агента, который запускается каждые 30 минут и удаляет в CRM 10 Лидов с наименьшим ID с помощью методов bitrix framework

Верный ответ

65) Напиши в Сron в Битрикс24 код, который запускается каждый час и удаляет в CRM 10 Лидов с наименьшим ID с помощью методов bitrix framework

Неверный ответ

66) Напиши в Битрикс24 код для создания агента, который запускается каждые 30 минут и в сделках, созданных за последние сутки, проверяет наличие активных дел, и если активных дел нет, то в таймлайн сделки записывает комментарий "В сделке не поставлено дело!" с помощью методов bitrix framework

Верный ответ

67) Напиши код для создания агента в Битрикс24 для удаления 10 значений из таблицы b_crm_event c наименьшим ID с периодичностью раз в час. агент должен выполниться всего 10 раз

Верный ответ

68) Напиши запрос для получения контактов в Битрикс24, где ID ответственного равен 3 и в которых либо поставлена галочка "доступно для всех" либо идентификатор источника равен TRADE_SHOW с помощью методов bitrix framework

Верный ответ

69) В Битрикс24 при обмене данными сбилась кодировка и часть имен контактов превратилась в кракозябру вроде Гусева Елена или Ветчинина ЕлР. Напиши код для получения списка контактов с такой сбитой кодировкой в поле имя. После этого обнови эти контакты и верни их поле имя к нормальному виду, а также выдай списком гиперссылки на все контакты, которые были обновлены

Неверный ответ

70) Напиши код в Битрикс24 для удаления 300 последних задач из корзины, а также код для удаления 300 последних CRM сущностей из корзины

Неверный ответ

71) Напиши код для отправки сообщения с текстом "чат сообщение да" в чат от одного сотрудника Битрикс24 к другому

Верный ответ

72) Напиши код для создания агента, который делает пользователя с ID=5 администратором в Битрикс24 на 24 часа

Неверный ответ

73) Напиши код для создания в Битрикс24 в Лиде, сделке и контакте поля “дата события” типа “дата” с помощью методов bitrix framework. У полей должен быть одинаковый ID

Верный ответ

74) Напиши код для создания нового пользовательского поля или модификации существующего пользовательского поля в сделках в Битрикс24 так чтобы оно было доступно только для просмотра и недоступно для редактирования сотрудниками портала

Верный ответ

75) Напиши код для получения имени и фамилии руководителя каждого сотрудника в Битрикс24 и проставления их в поле UF_LINKEDIN профиля каждого сотрудника с помощью методов bitrix framework

Неверный ответ

76) Напиши код для получения списка всех событий истории сделки в Битрикс24 с ID равным 63. Логируй результат в файл и туда же запиши время выполнения кода используя методы ядра D7

Неверный ответ

77) Напиши код для получения в Битрикс24 сделок, измененных вчера пользователем с ID=1 и потом замени текущего ответственного в этих сделках на предыдущего ответственного, с помощью методов bitrix framework

Неверный ответ

78) Напиши код для получения для получения из инфоблока с ID = 1 в Битрикс24 названий элементов и свойства AYDI_SDELKI. Затем помести в сделках в CRM, ID которых равен названию элементов инфоблока, в поле UF_CRM_1736256575 данные из свойства инфоблока AYDI_SDELKI

Верный ответ

79) Сделай ORM запрос на получение значений полей и свойств элементов инфоблока №19 в Битрикс24

Неверный ответ

80) Сделай запрос на получение элементов инфоблока №19 в Битрикс24, сгруппируй элементы по названию и посчитай их количество по каждому названию. Используй bitrix framework

Верный ответ

81) Напиши запрос в Битрикс24 на обновление строкового свойства PROPERTY_68 в элементе №64 в универсальном списке №21 значением “данные тут”. Изменить нужно только его и больше никаких полей и свойств элемента не менять

Верный ответ

82) У универсального списка c ID=5 в Битрикс24 есть 4 свойства типа: строка, число, привязка к сотруднику и привязка к инфоблоку. Сделай запрос на получение значений свойств универсального списка включая имя и фамилию сотрудника и название элемента из связанного инфоблока c помощью bitrix framework

Неверный ответ

83) По 100 сделок с наибольшим ID в CRM в Битрикс24 получи ID ответственного, название подразделение в котором ответственный работает и ID руководителя ответственного и потом создай в Битрикс24 список с 4 колонками: "ID сделки", "ID ответственного", "ID руководителя" и "Название подразделения" и заполни его полученными данными. Используй внутренние функции Битрикс24

Верный ответ

84) Напиши обработчик события в Битрикс24 запрещающий пользователям закрывать в CRM сделку в направлении с ID=2 если к сделке привязана не завершенная задача и выводящий предупреждение "задача не закрыта"

Неверный ответ

85) Напиши код для получения в Битрикс24 затраченного времени в часах по каждой задаче, которая выполнялась в период последних 7 дней пользователем с ID=1. Используй bitrix framework

Верный ответ

86) Напиши запрос на создание в Битрикс24 X копий задачи с крайним сроком каждой на Y дней позже предыдущей. Получай X и Y из пользовательских полей задачи UF_AUTO_372353951619 и UF_AUTO_999252844577
соответственно после создания задачи заполненных пользователем и выполняй его только если оба поля заполнены цифрами. Используй bitrix framework

Неверный ответ

87) Напиши код для очистки поля телефон в контакте в Битрикс24 от дубликатов. Телефоны, которые отличаются только первыми символами, (+7 или 8 или 7) должны восприниматься как дубликаты

Неверный ответ

88) Напиши код в блоке PHP код в шаблоне бизнес-процесса в Битрикс24 для получения значения переменной "Variable2", значения поля "Opportunity " из сделки и ID созданной ранее задачи из дополнительных результатов и вывода их в трех уведомлениях для пользователя с ID равным 1

Неверный ответ

89) Напиши код для получения всех активных Бизнес-процессов, запущенных в сделке в Битрикс24 и остановки тех из них, где в название есть подстрока "проверка БП". Используй bitrix framework

Неверный ответ

90) Напиши код для изменения поля типа список в сделке в Битрикс24 при добавлении к сделке товара. Первое слово в названии товара при добавлении в сделку должно быть выбрано из значений в поле UF_CRM_1752407197 типа список и поле список должно быть обновлено. Если совпадения с первым словом в товаре нет, то значение поля должно поменяться на "не выбрано". Используй bitrix framework

Неверный ответ

91) Напиши код в Битрикс24 чтобы в CRM в сделках при первом заполнении поля "важное поле" (UF_CRM_1752407676588) типа дата/время ответственному за сделку назначалось дело типа "звонок". Дата звонка - значение поле "важное поле". Заголовок - "важный звонок". Описание - "сделайте важный звонок". Телефон для звонка - первый телефон из первого привязанного к сделке контакта. Используй bitrix framework

Верный ответ

92) Напиши код для переноса значений поля телефон в Лиде в Битрикс24 во множественное поле (UF_CRM_3_1752408052484 тип строка) в элементе смарт процесса. Элемент смарт-процесса находи по id лида указанному в поле UF_CRM_3_1752408109291. ID самого смарт-процесса равен 3. Используй bitrix framework

Неверный ответ

93) Напиши код, который при делегировании задания бизнес-процесса в Битрикс24 от одного сотрудника к другому получает заголовок задания и отправляет его на почтовый адрес [email protected]

Неверный ответ

94) Напиши обработчики события в Битрикс24 которые, при создании события в календаре компании Битрикс24, создают сделку в CRM в воронке с id=1 c датой и временем завершения равной дате и времени завершения события календаря, а при удалении события календаря удаляют и сделку

Неверный ответ

95) Напиши код чтобы при добавлении или удалении файлов в поле UF_CRM_1752409457 в сделке в Битрикс24 (тип поля файл, множественное) эти файлы также обновлялись (добавлялись или удалялись) в разделе “Мой диск” у пользователя айди которого равно 1

Неверный ответ

96) Напиши код в Битрикс24 для создания хайлоадблока с названием "hitblock" и снабди его 3 строковоми свойствами и одним числовым и помести туда соответственно фамилию имя отчество и ID всех сотрудников компании, зарегистрированных в Битрикс24

Верный ответ

97) Напиши код для страницы в Битрикс24 с заголовком “рандомная проверка” на которой будет три кнопки зеленого цвета, при нажатии на любую из кнопок в слайдере должна открываться страница с ФИО случайного сотрудника компании и ссылки на последние 10 сделок за которые он ответственен. Сделки тоже должны открываться в слайдере

Верный ответ

98) Напиши PHP код c помощью bitrix framework для выполнения следующих действий: Создай в Битрикс24 в сделках в CRM две воронки с названием “Саня” и Вася. В воронке Саня установи стадии “первый пошел”, “второй пошел”, “третий пошел”, “финал”, а в воронке Вася “разгрузка”, “переноска”, “утряска”, “помывка”, “финал”. Также создай в сделке поля: Начало (дата и время), Жизненные запросы (строка), Реальная сумма (деньги), Процент Иваныча (число), и Кто проставляется (привязка к сотруднику). Последнее поле сделай обязательным для заполнения. Пригласи на портал трех пользователей с имейлами [email protected] (Наталья), [email protected] (Вася) и [email protected] (Саня). Создай подразделение “Братишки”, подчиненное генеральному директору. Перенеси туда пользователей Саша и Вася. Добавь Сане право на просмотр, редактирование, добавление, удаление и импорт/экспорт сделок первой воронки. Добавь Васе такие же доступы, но ко второй колонке. Добавь Наталье права администратора CRM

Неверный ответ

99) Напиши запрос для получения кода всех пользовательских полей сделки в Битрикс24 и затем определи в каком количестве сделок каждое пользовательское поле не заполнено, в том числе в %. Используй Bitrix framework отдавая предпочтение функциям ядра D7

Верный ответ

100) Напиши код для определения количества сделок на каждой стадии воронки c ID=3 в Битрикс24 которые находятся на текущей стадии более 24 часов. Используй Bitrix framework отдавая предпочтение функциям ядра D7. Выведи результат в формате таблицы

Неверный ответ

101) Сформируй JSON из значений полей сделки в Битрикс24 для отправки на адрес https://cctt8345734405.tw1.ru/local/somepost.php с помощью cURL запроса. Поля сделки для формирования JSON включают в себя по одному поля типа “Деньги”, “Список”, “Целое число”, “Привязка к элементам информационных блоков”, “Файл” и “Строка”. Поле типа строка является множественным

Неверный ответ

102) Напиши код для создания Грида и фильтра в Битрикс24. Данные для грида должны быть взяты из сделок в CRM. Грид должен содержать 4 поля - ID, Дата создания сделки, Ответственный и Название. Должна быть возможность сортировки и фильтрации всем полям, а также опция вывода по 10, 20 или 30 элементов на одной странице

Неверный ответ

103) Напиши код для создания в Битрикс24 агента, который каждый день получает длительность разговоров сотрудников подразделения “Продажники” (с id =15) по IP-телефонии за сегодняшний день, составляет из них таблицу вида Фамилия, Имя, Количество минут разговора, и потом отправляет эту таблицу всем сотрудникам этого подразделения в личном чате

Верный ответ

104) Напиши с помощью запрос в Битрикс24 на получение активных элементов инфоблока с ID=22 и свойством "Цена" (код поля TSENA) больше 50. Закэшируй результат запроса на 10 минут. Замерь время выполнения кода

Верный ответ

105) Как за один раз обновить огромный массив данных (например поле “день рождения” в 300000 контактов) в коробочном Битрикс24? При написании запроса на обновление в цикле из командной строки PHP в админке обновление прерывается из-за разрыва сессии

Верный ответ

106) Напиши статичное локальное приложение “Список бездельников” для коробочного Битрикс24. Приложение должно получать список сотрудников портала и выводить на страницу ФИО тех сотрудников, которые не заходили на портал последние 30 дней

Верный ответ

107) Отредактируй приложенные файлы серверного приложения для Битрикс24 чтобы вместо получения текущего пользователя приложение при запуске отдавало список ФИО активных сотрудников, которые не заходили на портал последние 30 дней. Также добавь в приложение кнопку “Уволить” клик на которую увольняет отображенных в списке сотрудников

Приложеные файлы в архиве по ссылке:
https://apidocs.bitrix24.ru/local-integrations/serverside-local-app-with-ui.html

Неверный ответ

108) Натяни эту верстку на дефолтный шаблон компонента news.list в Битрикс
Код верстки:
https://gist.github.com/Alian3785/80cb60d505e808759b9579d13af451b4
Код шаблона компонента:
https://gist.github.com/Alian3785/f9ab2622d713dd95dda9639f453e4f36

Неверный ответ

109) Напиши компонент в Битрикс24 который принимает в качестве параметра число прямоугольников. И далее получает элементы из инфоблока №25 об ID элемента, заголовке, дате создания, описании и кто создал элемент и последовательно выводит эти данные в прямоугольниках разного случайного цвета, сложенных друг на друга. Компонент выводит только то число прямоугольников, которое указано в параметре

Верный ответ

110) Добавь тулбар на новую страницу в Битрикс24 и в него добавь кнопку "экспорт заданий БП". При нажатии на нее должен отправляться запрос на получение всех заданий из бизнес-процессов сотрудника и на компьютер пользователя загружаться Excel файл с полями заголовок, описание, кто запустил и документ из заданий текущего сотрудника

Неверный ответ

Выводы по задачам средней сложности

26 правильных ответов из 55. Результаты этого раздела лучше всего иллюстрирует цитата известного анонимного блогера Gwern высказанная ещё о предыдущем поколении больших языковых моделей:

It is like coaching a superintelligent cat into learning a new trick: you can ask it, and it will do the trick perfectly sometimes, which makes it all the more frustrating when it rolls over to lick its butt instead—you know the problem is not that it can’t but that it won’t

(перев) Это похоже на обучение суперразумного кота новому трюку: вы можете попросить его, и он иногда будет выполнять трюк идеально, что делает его еще более раздражающим, когда он вместо этого переворачивается, чтобы вылизать свою задницу, — вы знаете, проблема не в том, что он не может, а в том, что он не будет

Модель демонстрирует способность one-shot написать полноценный, рабочий компонент или модуль со сложной внутренней структурой из десятка файлов. Способна за минуту выдать решение задачи, (например, вопросы 91, 99) на который у специалиста уйдет более часа сосредоточенной работы.

Но в то же время если задание состоит из 3-4 простых запросов (вопросы 77, 90) или касается менее широко используемого функционала Битрикс24 (вопросы 56, 93) начинается непонимание, галлюцинации и ошибки. Простая организация обмена данными между базовыми модулями (вопрос 94) также не удается. Вопрос 98 специально включен как пример максимального разрыва сложности задачи для человека и ИИ. Для человека эта базовая интеграторская задача очень проста, а для LLM не решаема не только из-за невозможности пока работать в интерфейсе, но и из-за большого числа подзадач. Проверим что будет по сложным задачам.

Пример неправильно решенного задания

Вопрос: Напиши код для обновления значений переменной типа “список” в шаблоне бизнес-процесса в Битрикс24 с помощью внутренних функций Битрикс

Gemini:

Конечно! Обновить значения переменной типа "список" в шаблоне бизнес-процесса можно с помощью API Битрикса, в частности, используя класс CBPWorkflowTemplateLoader.

Это административная задача, и код для неё нужно выполнять либо в специальном PHP-файле в корне сайта, либо через инструмент "PHP-консоль" в административной панели.

Процесс состоит из следующих шагов:

  1. Получить ID шаблона бизнес-процесса.

  2. Получить ID (идентификатор) переменной, которую нужно обновить.

  3. Сформировать новый массив значений для списка.

  4. Загрузить данные шаблона с помощью CBPWorkflowTemplateLoader::LoadTemplate().

  5. Найти нужную переменную в структуре шаблона и заменить её опции (значения списка).

  6. Сохранить измененный шаблон с помощью CBPWorkflowTemplateLoader::Update().

Подготовка: Как найти ID шаблона и переменной

  1. ID Шаблона (TEMPLATE_ID):

    • Перейдите в CRM → Настройки → Роботы и бизнес-процессы → Бизнес-процессы.

    • Выберите нужный тип сущности (Лид, Сделка и т.д.).

    • В списке шаблонов наведите курсор на ссылку "Изменить" у нужного вам шаблона.

    • В URL-адресе вы увидите параметр ID, например: .../company/personal/bizproc/0/element/0/bizproc_workflow_edit.php?ID=123&.... В этом случае ID шаблона равен 123.

  2. ID Переменной (VARIABLE_NAME):

    • Откройте шаблон на редактирование.

    • Перейдите на вкладку "Переменные".

    • Нажмите на нужную переменную списка.

    • В открывшемся окне посмотрите поле "Идентификатор". Это и есть нужный вам ID. Не путайте с названием!

Код для обновления переменной

Создайте PHP-файл (например, update_bp_variable.php) в корне вашего сайта и поместите в него следующий код.

<?php
// Подключаем prolog Bitrix для доступа к API
$_SERVER["DOCUMENT_ROOT"] = "/home/bitrix/www"; // Укажите правильный путь к корню вашего сайта
require($_SERVER["DOCUMENT_ROOT"] . "/bitrix/modules/main/include/prolog_before.php");

// Проверяем, что модуль Бизнес-процессов подключен
if (!CModule::IncludeModule('bizproc')) {
    die('Ошибка: Модуль "bizproc" не подключен.');
}

// --- НАСТРОЙКИ ---

// 1. ID шаблона бизнес-процесса
$templateId = 123; // <-- УКАЖИТЕ ID ВАШЕГО ШАБЛОНА

// 2. Идентификатор (ID) переменной типа "список"
$variableName = 'MyCustomList'; // <-- УКАЖИТЕ ID ВАШЕЙ ПЕРЕМЕННОЙ

// 3. Новый набор значений для списка
// Формат: [ 'Ключ1' => 'Значение 1', 'Ключ2' => 'Значение 2', ... ]
$newOptions = [
    'option_a' => 'Новое значение Альфа',
    'option_b' => 'Новое значение Бета',
    'option_c' => 'Новое значение Гамма',
    'option_d' => 'Новое значение Дельта',
];

// --- КОНЕЦ НАСТРОЕК ---


echo "Запускаем обновление переменной '{$variableName}' в шаблоне #{$templateId}...<br>";

try {
    // Загружаем полную структуру шаблона
    $template = CBPWorkflowTemplateLoader::LoadTemplate($templateId);

    if (!$template) {
        throw new Exception("Не удалось загрузить шаблон с ID = {$templateId}. Проверьте ID.");
    }

    // Ищем нашу переменную в массиве переменных шаблона
    $variableFound = false;
    if (isset($template['VARIABLES']) && is_array($template['VARIABLES'])) {
        foreach ($template['VARIABLES'] as $key => &$variable) { // Важно использовать ссылку (&), чтобы изменять массив
            if ($key === $variableName) {
                echo "Переменная '{$variableName}' найдена. Старые значения: <pre>" . print_r($variable['Options'], true) . "</pre>";
                
                // Заменяем старые опции на новые
                $variable['Options'] = $newOptions;
                $variableFound = true;
                
                echo "Новые значения установлены: <pre>" . print_r($variable['Options'], true) . "</pre>";
                break; // Выходим из цикла, т.к. переменная найдена
            }
        }
    }

    if (!$variableFound) {
        throw new Exception("Переменная с идентификатором '{$variableName}' не найдена в шаблоне.");
    }

    // Формируем массив полей для обновления
    // Важно передать все основные поля, чтобы не затереть их
    $arUpdateFields = [
        "DOCUMENT_TYPE" => $template["DOCUMENT_TYPE"],
        "AUTO_EXECUTE" => $template["AUTO_EXECUTE"],
        "NAME" => $template["NAME"],
        "DESCRIPTION" => $template["DESCRIPTION"],
        "TEMPLATE" => $template["TEMPLATE"], // сама схема БП
        "PARAMETERS" => $template["PARAMETERS"], // параметры
        "VARIABLES" => $template["VARIABLES"], // измененные переменные
        "CONSTANTS" => $template["CONSTANTS"], // константы
        "ACTIVE" => $template["ACTIVE"]
    ];

    // Обновляем шаблон
    $updateResult = CBPWorkflowTemplateLoader::Update($templateId, $arUpdateFields);

    if ($updateResult) {
        echo "<h3 style='color: green;'>УСПЕХ! Шаблон #{$templateId} успешно обновлен.</h3>";
    } else {
        global $APPLICATION;
        if ($e = $APPLICATION->GetException()) {
            throw new Exception("Ошибка при сохранении шаблона: " . $e->GetString());
        } else {
            throw new Exception("Неизвестная ошибка при сохранении шаблона #{$templateId}.");
        }
    }

} catch (Exception $e) {
    echo "<h3 style='color: red;'>ОШИБКА: " . $e->getMessage() . "</h3>";
}

// Отключаем prolog
require($_SERVER['DOCUMENT_ROOT'] . '/bitrix/modules/main/include/epilog_after.php');

Как использовать код

  1. Отредактируйте секцию // --- НАСТРОЙКИ --- в коде, указав ваши TEMPLATE_ID, VARIABLE_NAME и NEW_OPTIONS.

  2. Загрузите файл update_bp_variable.php в корневую директорию вашего сайта.

  3. Откройте этот файл в браузере: https://ваш_портал.ру/update_bp_variable.php.

  4. Вы увидите сообщения о ходе выполнения и итоговый результат (успех или ошибка).

  5. После успешного выполнения обязательно удалите этот файл с сервера, чтобы избежать случайного повторного запуска.

Важно: Перед выполнением подобных скриптов всегда делайте резервную копию сайта и базы данных. Некорректное изменение структуры шаблона может повредить его.

Результаты: Ошибка, метода CBPWorkflowTemplateLoader::LoadTemplate не существует

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144) Напиши код для встройки пункта в карточку сделки CRM в верхнее меню в Битрикс24 (там, где пункты: общие, товары, роботы и.т.д.). При выборе этого пункта во вкладке должна отображаться таблица из двух колонок и двух строк. Таблица должна отображать значения из строковых полей UF_CRM_1736193447, UF_CRM_1736280108, UF_CRM_1736276664, и списочного поля UF_CRM_1738751127405

Неверный ответ

145) Во вкладку товары в сделках в Битрикс24 добавь ещё одну колонку “Навар”, она должна быть строкового типа, заполняться и сохраняться аналогично базовым колонкам

Неверный ответ

146) Напиши обработчик события в Битрикс24 чтобы при добавлении нового элемента в поле UF_CRM_1738751127405 типа "Список" в сделке в CRM администраторам в колокольчик приходило уведомление с текстом: "нов элемент добавлен". Если события нет, добавь своё событие

Неверный ответ

147) Сделай тиражное приложение для Битрикс24 маркет. Приложение при установке добавляет новое активити “Уведомление админов” в шаблон бизнес-процессов. Активити “Уведомление админов” имеет один параметр - строку текста, которая приходит всем администраторам портала Битрикс24 в уведомлении

Неверный ответ

148) Напиши приложение с использованием BitrixVue в котором есть одна кнопка и по клику она выдаёт ФИО случайного сотрудника в Битрикс24

Неверный ответ

149) Создай компонент «compi» в Битрикс24 с единственным методом socr(), который принимает строку и сокращает её до 3 первых символов. Далее на новой странице напиши код для формы с единственным полем типа строка и после внесения юзером данных в эту форму с помощью метода BX.ajax.runComponentAction должно пройти обращение к методу socr() в компоненте compi и ответ должен быть выведен в консоль

Неверный ответ

150) Напиши код для обновления значений переменной типа “список” в шаблоне бизнес-процесса в Битрикс24 с помощью внутренних функций Битрикс

Неверный ответ

Выводы по сложным задачам

10 правильных ответов из 40. Проще отметить, что из этого раздела ИИ смог сделать. Модель умеет использовать Javascript чтобы покрасить кнопку и даже скрыть пункт из меню. А в части бэкэнда может создать ORM класс для работы с новой таблицей и пользоваться им, а также выполнять лучшие практики подключения своих классов (что на самом деле не сложно, просто я сам поздно этому научился). Модифицировать чат-ботов и делать простые Vue js компоненты модель может через раз. Способна написать самый примитивный грид без фильтра, сортировки и действий.

С даже базовыми своими активити, своими типами полей, своими событиями, и встройками, экспортом и импортом в Excel, а также с редкими, нестандартными api запросами модель не справляется. Также она даже не приблизилась к выполнению потенциально монетизируемой задачи по написанию простого приложения для маркета (вопрос 147).

Большинство попыток выполнения заданий заканчивается галлюционированием несуществующих методов и событий (вроде onCrmCardViewBuild для встройки в карточку или правдоподобное, но несуществующее OnAfterUserFieldEnumAdd после добавления элемента списка). В некоторых задачах вроде 131 или 143 модель явно ограничена отсутствием контекста. Будь у нее документация, весь код конкретного модуля или все методы ядра в Context window результаты были бы лучше.

По итогам стоит оговориться что с помощью этих вопросов модель оценивается, а не используется для решения конкретных задач. Задавшись целью выполнить сложную задачу и изучив документацию, можно вместе с LLM в ходе длительного чата добиться выполнения большинства заданий из списка. Но бенчмарк проверяет самостоятельную работу модели, её способность полноценно заменять разработчика и работать как агент, а не как компаньон.

Ограничения и будущая работа

Какие недостатки можно отметить у этой специфичной оценки возможностей LLM? Вопросы сформулированы чётко и ясно и это не всегда хорошо. Сколько % ответа содержится в вопросе? Неспециалист может формулировать вопросы иначе. Это ограничение можно обойти, заставив LLM переформулировать вопросы от лица неспециалиста.

Другой очевидный недостаток это невозможность автоматически проверить ответы и оперативно прогонять новые модели на бенчмарке. Ручная проверка занимает много часов. Можно сократить время на тестирование исключив задачи, решенные всеми ведущими моделями. Для половины из остальных можно сгенерировать юнит-тесты.

Желающие могут дополнить работу новыми вопросами, версиями и автопроверками по ссылке на GitHub.

Заключение

Совершенно ненамеренно получено почти ровно 50% верных ответов. 76 правильных ответов из 150 (50,6%). В основном из категорий простых и средней сложности. Похоже ожидания в начале статьи оказались немного завышены. Однако ясно что даже в столь узкой, локальной и специфичной области знаний, о которой её создатели вероятно не подозревают, LLM способна помогать и иногда заменять разработчика.

Через год можно будет оценить динамику, может быть, будет выполнено две трети задач? Можно ли будет тогда заявить, что ИИ достиг PhD уровня в области Битрикса? Развитие агентов и Оператора вероятно изменят формат взаимодействия с чата, на какой-то иной, более эффективный интерфейс. Будем следить за обеими областями знаний и надеемся этот нестандартный набор заданий для оценивания немного поспособствует дальнейшему прогрессу в обучении больших языковых моделей.

Источник

  • 21.07.25 08:47 jack67667766

    Jasmine Lopez is an expert in retrieving stolen cryptocurrency, including Ethereum and USDT. Her effective methods make her a reliable ally for theft victims. One client, who lost €908,000, sought her assistance, and Jasmine managed to recover the full amount within a day, bringing immense relief to the client. Jasmine is dedicated to helping others in similar situations and is available to offer support. For help with recovering lost funds, you can contact her via email at Recoveryfundprovider@GmaiL. com or on WhatsApp at ‪+44 736 644 {5035}‬.

  • 22.07.25 19:01 jack67667766

    Jasmine Lopez is an expert in retrieving stolen cryptocurrency, including Ethereum and USDT. Her effective methods make her a reliable ally for theft victims. One client, who lost €908,000, sought her assistance, and Jasmine managed to recover the full amount within a day, bringing immense relief to the client. Jasmine is dedicated to helping others in similar situations and is available to offer support. For help with recovering lost funds, you can contact her via email at Recoveryfundprovider@GmaiL. com or on WhatsApp at ‪+44 736 644 {5035}‬.

  • 22.07.25 20:04 jack67667766

    Jasmine Lopez is an expert in retrieving stolen cryptocurrency, including Ethereum and USDT. Her effective methods make her a reliable ally for theft victims. One client, who lost €908,000, sought her assistance, and Jasmine managed to recover the full amount within a day, bringing immense relief to the client. Jasmine is dedicated to helping others in similar situations and is available to offer support. For help with recovering lost funds, you can contact her via email at Recoveryfundprovider@GmaiL. com or on WhatsApp at ‪+44 736 644 {5035}‬.

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  • 26.07.25 21:06 daniellahugson

    HOW TO HIRE A HACKER TO RECOVER STOLEN BITCOIN. CONSULT A CERTIFIED CRYPTO RECOVERY EXPERT, FASTFUND RECOVERY.

  • 26.07.25 21:06 daniellahugson

    HOW TO HIRE A HACKER TO RECOVER STOLEN BITCOIN. CONSULT A CERTIFIED CRYPTO RECOVERY EXPERT, FASTFUND RECOVERY.

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  • 27.07.25 09:17 benjudge

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  • 27.07.25 23:33 robertalfred175

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  • 27.07.25 23:33 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 Call/Text: +1 (336) 390-6684 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 28.07.25 00:05 ticket11

    I recommend Marie when it comes to recovering lost/stolen usdt/bitcoin or any kind of cryptocurrencies' from fake investment platforms because they're well specialized in that area and you'll get your money back in full. I can boldly say this right now based on my prior deal i had with them; she was the only one who was able to recover my lost money $52,760 dollars back to my account, Only • ([email protected] and telegram:@Marie_consultancy) she was successful in recovering my money. They are the only one who can fully restore your lost funds to your account without any deductions, I really value their work and am recommending her to you today. THANK ME LATER

  • 28.07.25 00:06 melraassina88

    HIRE A LEGITIMATE RECOVERY CONSULTANT FOR CRYPTO AND ASSETS RECOVERY - META TECH RECOVERY PRO I am Mel Raassina, an Australian citizen. I am recounting my ordeal in the hopes of preventing others from becoming victims of crypto investment fraud. A few months ago, I was ensnared by a deceptive crypto investment scheme connected to a brokerage firm. I had made a substantial investment when Bitcoin prices were appreciating, believing it to be a sound venture. Regrettably, I was defrauded of AUD 420,000, and the broker subsequently blocked my access to my digital wallet and assets. This experience was profoundly distressing, leading to numerous sleepless nights. Crypto scams are becoming increasingly prevalent, often involving fraudulent trading platforms, phishing attacks, and deceptive investment prospects. In my desperation, a contact within the cryptocurrency community suggested MetaTech RecoveryPro, a firm recognized for assisting victims in recovering lost or stolen funds. Following some investigation and the review of numerous positive testimonials, I contacted MetaTech RecoveryPro. I furnished all pertinent details—wallet addresses, transaction records, and communication records. Their proficient team promptly responded and initiated an investigation. Employing sophisticated blockchain tracking methods, they successfully traced the stolen Dogecoin, identified the scammer’s wallet, and collaborated with pertinent authorities to freeze the funds before they could be transferred. Remarkably, within a day, MetaTech RecoveryPro successfully recovered the majority of my stolen crypto assets. I was immensely relieved and deeply appreciative. Their professionalism, transparency, and consistent communication throughout the process provided solace during a difficult period. If you have been victimized by a crypto scam, I wholeheartedly endorse their services. Contact them via: Telegram:@metatechrecoveryproteam. [email protected] WHATSAPP ‪+1 (469) 692‑8049‬ Thank you.

  • 28.07.25 00:06 melraassina88

    HIRE A LEGITIMATE RECOVERY CONSULTANT FOR CRYPTO AND ASSETS RECOVERY - META TECH RECOVERY PRO I am Mel Raassina, an Australian citizen. I am recounting my ordeal in the hopes of preventing others from becoming victims of crypto investment fraud. A few months ago, I was ensnared by a deceptive crypto investment scheme connected to a brokerage firm. I had made a substantial investment when Bitcoin prices were appreciating, believing it to be a sound venture. Regrettably, I was defrauded of AUD 420,000, and the broker subsequently blocked my access to my digital wallet and assets. This experience was profoundly distressing, leading to numerous sleepless nights. Crypto scams are becoming increasingly prevalent, often involving fraudulent trading platforms, phishing attacks, and deceptive investment prospects. In my desperation, a contact within the cryptocurrency community suggested MetaTech RecoveryPro, a firm recognized for assisting victims in recovering lost or stolen funds. Following some investigation and the review of numerous positive testimonials, I contacted MetaTech RecoveryPro. I furnished all pertinent details—wallet addresses, transaction records, and communication records. Their proficient team promptly responded and initiated an investigation. Employing sophisticated blockchain tracking methods, they successfully traced the stolen Dogecoin, identified the scammer’s wallet, and collaborated with pertinent authorities to freeze the funds before they could be transferred. Remarkably, within a day, MetaTech RecoveryPro successfully recovered the majority of my stolen crypto assets. I was immensely relieved and deeply appreciative. Their professionalism, transparency, and consistent communication throughout the process provided solace during a difficult period. If you have been victimized by a crypto scam, I wholeheartedly endorse their services. Contact them via: Telegram:@metatechrecoveryproteam. [email protected] WHATSAPP ‪+1 (469) 692‑8049‬ Thank you.

  • 28.07.25 00:06 melraassina88

    HIRE A LEGITIMATE RECOVERY CONSULTANT FOR CRYPTO AND ASSETS RECOVERY - META TECH RECOVERY PRO I am Mel Raassina, an Australian citizen. I am recounting my ordeal in the hopes of preventing others from becoming victims of crypto investment fraud. A few months ago, I was ensnared by a deceptive crypto investment scheme connected to a brokerage firm. I had made a substantial investment when Bitcoin prices were appreciating, believing it to be a sound venture. Regrettably, I was defrauded of AUD 420,000, and the broker subsequently blocked my access to my digital wallet and assets. This experience was profoundly distressing, leading to numerous sleepless nights. Crypto scams are becoming increasingly prevalent, often involving fraudulent trading platforms, phishing attacks, and deceptive investment prospects. In my desperation, a contact within the cryptocurrency community suggested MetaTech RecoveryPro, a firm recognized for assisting victims in recovering lost or stolen funds. Following some investigation and the review of numerous positive testimonials, I contacted MetaTech RecoveryPro. I furnished all pertinent details—wallet addresses, transaction records, and communication records. Their proficient team promptly responded and initiated an investigation. Employing sophisticated blockchain tracking methods, they successfully traced the stolen Dogecoin, identified the scammer’s wallet, and collaborated with pertinent authorities to freeze the funds before they could be transferred. Remarkably, within a day, MetaTech RecoveryPro successfully recovered the majority of my stolen crypto assets. I was immensely relieved and deeply appreciative. Their professionalism, transparency, and consistent communication throughout the process provided solace during a difficult period. If you have been victimized by a crypto scam, I wholeheartedly endorse their services. Contact them via: Telegram:@metatechrecoveryproteam. [email protected] WHATSAPP ‪+1 (469) 692‑8049‬ Thank you.

  • 28.07.25 00:06 melraassina88

    We specialize in crypto fraud investigation and asset recovery solutions. We are a team of expert cryptographers, cybersecurity specialists, and financial analysts dedicated to helping individuals and institutions recover from crypto fraud and asset theft. Our mission is to provide cutting-edge solutions and unparalleled support to those affected by the growing threat of cryptocurrency scams and cybercrime. Expertise Result Driven Fast & Reliable 24-hour support https://metatech-recoverypro.com [email protected]

  • 28.07.25 03:56 ticket11

    Marie can help you get back lost or stolen cryptocurrency. She recovered $52,760 for me. You can reach her at [email protected] or Telegram @Marie_consultancy. She can restore your funds fully

  • 28.07.25 05:57 benjudge

    Hey everyone, just wanted to share my experience in case it helps someone else here. If you've ever lost funds in a crypto scam, you know how devastating it can be. I went through it myself and tried several recovery services—most were dead ends. The only one who actually helped was Sylvester Bryant. He assisted me in recovering my USDC, XRP and what really impressed me was his professionalism and honesty throughout the process. If you’re in a similar situation, I’d suggest getting in touch with him. 📧 yt7cracker [@] gmail . com 📱 WhatsApp: +1 (512) 577-7957 Just sharing in case it helps someone avoid the runaround I went through

  • 28.07.25 10:01 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 Call/Text: +1 (336) 390-6684 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 28.07.25 10:01 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 Call/Text: +1 (336) 390-6684 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 28.07.25 13:42 tomcooper0147

    Agent Jasmine Lopez helped me recover nearly £502,000 in USDC from a crypto scam. When I lost the funds, I felt hopeless, but her expertise in blockchain and dedication made all the difference. She skillfully traced complex transactions and tracked down the scammers, which would have been impossible for me to do on my own. Thanks to her tireless efforts, I was able to recover a significant portion of my lost crypto. If you've fallen victim to a similar scam, I highly recommend reaching out to her. You can contact her via email at [Recoveryfundprovider@gmail. COM.] or WhatsApp at {44 736-644-5035}. Her attention to detail and commitment to her work are truly impressive. Don't hesitate to reach out – her expertise could be the key to recovering your lost funds.

  • 28.07.25 16:26 mashedmary05

    How I Got My Lost 2007 Crypto Back: My Story with Mighty Hacker Recovery Stepping into crypto back in 2007 felt like stepping into a hidden treasury. I was full of hope, dreaming of a future where a wild bet would pay off. Then, just as fast, the dream turned into a nightmare when I lost access to my investment. For years, that small fortune seemed gone forever. But a single Facebook ad changed everything, bringing a wave of hope and a path back to what I’d written off as lost. How I Lost My Crypto from 2007 In 2007, Bitcoin was the bold new kid everyone whispered about online. I scraped together whatever I could spare and invested, picturing huge returns. It felt like a ticket to freedom. But keeping crypto safe wasn’t simple. I forgot passwords and misplaced keys—rookie mistakes for a bold new market. The money sat there, out of reach, as years ticked by. Nothing prepares you for the gut punch of seeing your investment grow, but being unable to touch it. The regret lingered every time I read about rising prices. For over a decade, I thought the loss was on me forever. The Search: Finding Mighty Hacker Recovery on Facebook Desperation makes you creative. I tried every recovery method I could find, searched old devices, tried every password I’d ever used, and talked with forums. Every lead turned cold. Randomly one evening, while scrolling Facebook and battling my own frustration, a bold ad for “Mighty Hacker Recovery” popped up. It made a big promise: lost crypto recovered, no miracle required. Of course, my guard shot up. Who hasn’t heard stories of online scams and false fixes? But the ad’s comments were filled with real recovery stories that started to lift my doubt. The tiniest spark of hope returned. Working with the Recovery Expert Curiosity won out. I clicked and started a chat. The expert was clear, calm, and patient. I explained my story and they listened with sharp attention. Their instructions made sense and each answer built my trust. Each day, I checked in with the expert. They asked questions, showed me how to send what was needed and explained every step. The transparency was new to me. The expert never made me feel foolish for what I’d lost or forgotten. Here’s what stood out: Patience. No rushed answers, no pressure. Clarity. Every step explained in plain words. Updates. I never had to wonder about the next step. I began to believe. Each day added a little more hope. The Moment I Got My Crypto Back It happened fast once the final piece clicked. I got a message: check your wallet. Hands shaking, I opened my crypto wallet… and there it was. My investment, right where it belonged, after so many years. The rush of relief swept over everything—the regret, the anxiety, even the hope. All replaced with pure gratitude. My mistake had been erased, thanks to an expert who knew the path. If you’ve lost access to your crypto, don’t give up. There are real people out there who know how to help. Mighty Hacker Recovery was my lifeline. Ask for help because that single step might change your story too. Conclusion Losing crypto can leave you feeling alone. I spent years thinking my mistake was final. But help exists. With patience, trust and the right expert, lost investments can come home. Don’t lose hope. Take action, reach out, and remember—there’s always a way back.

  • 28.07.25 19:14 harry11

    Hello, My name is Brigitte from United state of America, Of late incidences of online scamming have gradually increased, Worry less because I lost a huge amount of my bitcoins, it was a stressful situation that I was in, but the courtesy of the smart contract forensic audit worked within the clock and surprising in two days time I had all my bitcoins back. I couldn’t believe but I thank Marie . I contacted her via email on: ([email protected] and telegram:@Marie_consultancy) she came in handy and at the right time. He rescued me from these shady investment schemes with the help of their top-notch services. I got my funds back as well as my peace of mind.

  • 28.07.25 19:40 benjudge

    Have you ever dealt with a crypto scam? I know how frustrating that can be. After exploring several options, the only person who really came through for me was Sylvester Bryant. He was incredibly helpful in getting back my USDC and showed real professionalism and honesty throughout the process. From my own experience, reaching out to Mr. Bryant was the best move I made. If you’re trying to recover lost crypto and want someone trustworthy, I’d definitely suggest getting in touch with him. He’s available at yt7cracker [@] gmail . com or you can message him on WhatsApp: +1 (512) 577-7957.

  • 28.07.25 20:15 bencarlos

    A Grateful Recovery Thanks to Ultimate Hacker Jerry

  • 28.07.25 20:15 bencarlos

    I became a victim of a romance scam that led me to invest $254,000 in Tether (USDT) on a fake site. After realizing I had been scammed, I felt utterly hopeless and desperate for help. I began searching for a hacker online and came across Ultimate Hacker Jerry. His professionalism and expertise gave me hope. Jerry worked tirelessly to recover my lost funds, and I’m thrilled to say he succeeded! I am incredibly grateful for his assistance and highly recommend his services to anyone in a similar situation. Thank you, Jerry! E.m.a.i.l; Support@ ultimatehackjerry. co m Wha tsapp> +1 (4.5.8) 3,0,8. (0.8.2.5) www.ultimateshackjerry.com

  • 28.07.25 20:28 benjudge

    Honestly, if you’ve ever fallen victim to a crypto scam, I know how overwhelming and hopeless it can feel. I went through it myself and tried everything I could to recover what I lost—nothing worked until I found someone who genuinely knew what they were doing. sylvester bryant was the one actually helped me recover my USDC. What stood out was how transparent and professional he was the entire time. No empty promises—just real results and support when I needed it most. If you’re in the same boat and looking for someone reliable, I truly recommend giving him a shout. You can reach him at: 📧 yt7cracker [at] gmail [dot] com 📱 WhatsApp: +1 (512) 577-7957 Don’t lose hope—it is possible to bounce back.

  • 28.07.25 20:42 harry11

    Hello, My name is Brigitte from United state of America, Of late incidences of online scamming have gradually increased, Worry less because I lost a huge amount of my bitcoins, it was a stressful situation that I was in, but the courtesy of the smart contract forensic audit worked within the clock and surprising in two days time I had all my bitcoins back. I couldn’t believe but I thank Marie . I contacted her via email on: ([email protected] and telegram:@Marie_consultancy) she came in handy and at the right time. He rescued me from these shady investment schemes with the help of their top-notch services. I got my funds back as well as my peace of mind.

  • 28.07.25 20:55 benjudge

    Honestly, if you’ve ever fallen victim to a crypto scam, I know how overwhelming and hopeless it can feel. I went through it myself and tried everything I could to recover what I lost—nothing worked until I found someone who genuinely knew what they were doing. Sylvester Bryant was the one actually helped me recover my USDC. What stood out was how transparent and professional he was the entire time. No empty promises—just real results and support when I needed it most. If you’re in the same boat and looking for someone reliable, I truly recommend giving him a shout. You can reach him at: 📧 yt7cracker [at] gmail [dot] com 📱 WhatsApp: +1 (512) 577-7957 Don’t lose hope—it is possible to bounce back.

  • 28.07.25 22:16 harry11

    Writing this review is a pleasure. Since the start of 2018, I have been using MARIE, and I have been really pleased with the service. Hackers stole my coins, and I was terrified about how I would get them back. I didn't know where to begin, therefore it was a nightmare for me. However, everything became simpler for me after my friend introduced me to [email protected] and telegram: @Marie_consultancy. I'm relieved that my bitcoin was found by

  • 28.07.25 23:11 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] Capital Crypto Recover 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

  • 28.07.25 23:11 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] Capital Crypto Recover 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

  • 28.07.25 23:31 harry11

    Writing this review is enjoyable. The service has been excellent since I started working with MARIE at the beginning of 2018. After hackers stole my funds, I was quite concerned about how to get them back. I had a terrible time because I was unsure of where to begin. Everything became simpler for me, though, after my friend introduced me to [email protected] and @Marie_consultancy on Telegram. Fortunately, my bitcoin was retrieved by

  • 28.07.25 23:55 bencarlos

    I became a victim of a romance scam that led me to invest $254,000 in Tether (USDT) on a fake site. After realizing I had been scammed, I felt utterly hopeless and desperate for help. I began searching for a hacker online and came across Ultimate Hacker Jerry. His professionalism and expertise gave me hope. Jerry worked tirelessly to recover my lost funds, and I’m thrilled to say he succeeded! I am incredibly grateful for his assistance and highly recommend his services to anyone in a similar situation. Thank you, Jerry! E.m.a.i.l; Support@ ultimatehackjerry. co m Wha tsapp> +1 (4.5.8) 3,0,8. (0.8.2.5) www.ultimateshackjerry.com

  • 29.07.25 03:19 JASON MOORE

    Hello everyone, I am Jason Moore. I am based in Florida. I am here to share my testimony on how Dr Harry helped me enlarge my penis size from 4 inches long to 10 inches long with his herbal mixture cream,Some few months back, Life was hard for me. Having sex with my wife was literally impossible, because my erections were poor unlike when I was younger, I couldn’t bring myself to have sex with my wife, my sperm was watery which will flow out, it was a terrible situation back thefh6n, I had gone to many specialist, subdued myself to many drugs because honestly I needed a home and a normal life, my wife was devastated/disappointed when I confessed to her that all this might be as a result of countless sex and masturbation I engage myself with when I was younger,Now am 35 years old, I felt God was really punishing me now. I am Started going for various counseling in one of our prayer reserved counties, when a woman made testimony of how her husband got out of the same situation I was in. I decided to consult the doctor that helped her husband, “Dr harry” and that was it. just as he assured, within the space of 2-3 weeks. Everything became history, It was like God had blessed me with a second chance, I found myself being Lucky For I was present when that woman made that testimony, So I am telling my own testimony that I am about to become a Dad of a child my wife is carrying. I have also seen others who gave testimonies in relating problems like the one I was in, especially those with 1.HIV/AIDS CURE 2.PILE 3.PENIS ENLARGEMENT CURE 4.DIABETES 1/2 5.CANCER 6.HERPES CURE 7.ALOPECIA 8.ALZHEIMER DISEASE 9.ALS All are treated and healed by Dr harry.please everyone in this forum or group do not hesitate to contact him.Be free to contact him on his mail at [email protected] or https://drharrysolutionhea.wixsite.com/healinghome Or call him or whatsapp him on his mobile number +2349036417079 wish you the best as you contact him thanks

  • 29.07.25 11:15 grace111

    Marie is an experienced hacker who specializes in recovering lost funds from fake investment platforms and other forms of digital frauds related to cryptocurrencies such as Bitcoin or Ethereum coinbase wallet hacks etc . With her expertise in cyber security , she can easily identify loopholes within these systems that will allow her access into your account so she can recover all your lost funds . she also offers services on credit score repair , bank transfers , clearing bad records online among others .reach her ([email protected] and telegram:@Marie_consultancy)

  • 29.07.25 14:11 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] Capital Crypto Recover 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

  • 29.07.25 14:11 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] Capital Crypto Recover 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

  • 29.07.25 14:34 grace111

    Marie assists those who have lost money to fraudulent cryptocurrency websites, investments, or networks. She is an expert hacker. Her expertise in cyber security identifies weaknesses in systems. This enables her to retrieve money from accounts. She also adjusts credit scores. She is able to assist with bank transfers. She also removes negative internet records. You may reach her on Telegram at @Marie_consultancy or via email at [email protected].

  • 29.07.25 20:54 blessing1198

    The world of crypto offers huge upside. But it also brings big risks. Theft is a major worry for many people. Stolen USDC, a stablecoin tied to the US dollar, can be a major hit for anyone. Knowing what to do right after your USDC is taken is key. It raises your chances of getting it back. Marie guide gives you a clear plan to deal with stolen USDC. It covers everything from finding the theft to stopping future problems,reach her ([email protected] and telegram:@Marie_consultancy)

  • 29.07.25 22:52 Jacobs Bake

    WHAT HAPPENS WHEN BITCOINS ARE LOST OR STOLEN? CONSULT THE HACK ANGELS RECOVERY EXPERT if you’re in need of a reliable crypto asset and fund recovery service. Reach out to them today and take the first step towards recovering your lost cryptocurrency. WhatsApp +1(520)2 0 0-2 3 2 0) Email at [email protected] Website at www.thehackangels.com I'm sharing my experience to help others who might be going through the same ordeal. Don't give up hope; THE HACK ANGELS RECOVERY EXPERT can help you get your life back on track. After falling victim to a cryptocurrency scam group, I lost $965,000 worth of cryptocurrency. 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, especially since most people warned me that crypto losses were irreversible. Fortunately, I started searching for help to recover my stolen funds and I came across a lot of testimonials online about THE HACK ANGELS RECOVERY EXPERT, an agent who helps in recovery of lost bitcoin funds. 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.

  • 29.07.25 22:52 Jacobs Bake

    WHAT HAPPENS WHEN BITCOINS ARE LOST OR STOLEN? CONSULT THE HACK ANGELS RECOVERY EXPERT if you’re in need of a reliable crypto asset and fund recovery service. Reach out to them today and take the first step towards recovering your lost cryptocurrency. WhatsApp +1(520)2 0 0-2 3 2 0) Email at [email protected] Website at www.thehackangels.com I'm sharing my experience to help others who might be going through the same ordeal. Don't give up hope; THE HACK ANGELS RECOVERY EXPERT can help you get your life back on track. After falling victim to a cryptocurrency scam group, I lost $965,000 worth of cryptocurrency. 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, especially since most people warned me that crypto losses were irreversible. Fortunately, I started searching for help to recover my stolen funds and I came across a lot of testimonials online about THE HACK ANGELS RECOVERY EXPERT, an agent who helps in recovery of lost bitcoin funds. 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.

  • 29.07.25 22:55 Jacobs Bake

    WHAT HAPPENS WHEN BITCOINS ARE LOST OR STOLEN? CONSULT THE HACK ANGELS RECOVERY EXPERT if you’re in need of a reliable crypto asset and fund recovery service. Reach out to them today and take the first step towards recovering your lost cryptocurrency. WhatsApp +1(520)2 0 0-2 3 2 0) Email at [email protected] Website at www.thehackangels.com I'm sharing my experience to help others who might be going through the same ordeal. Don't give up hope; THE HACK ANGELS RECOVERY EXPERT can help you get your life back on track. After falling victim to a cryptocurrency scam group, I lost $965,000 worth of cryptocurrency. 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, especially since most people warned me that crypto losses were irreversible. Fortunately, I started searching for help to recover my stolen funds and I came across a lot of testimonials online about THE HACK ANGELS RECOVERY EXPERT, an agent who helps in recovery of lost bitcoin funds. 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.

  • 29.07.25 22:55 Jacobs Bake

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  • 29.07.25 23:00 Jacobs Bake

    Jacobs Bake

  • 29.07.25 23:00 Jacobs Bake

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  • 30.07.25 01:33 benjudge

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  • 30.07.25 01:43 blessing1198

    The world of crypto offers huge upside. But it also brings big risks. Theft is a major worry for many people. Stolen USDC, a stablecoin tied to the US dollar, can be a major hit for anyone. Knowing what to do right after your USDC is taken is key. It raises your chances of getting it back. marie guide gives you a clear plan to deal with stolen USDC. It covers everything from finding the theft to stopping future problems,reach her ([email protected] and telegram:@Marie_consultancy)

  • 30.07.25 02:05 michaeldavenport218

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  • 30.07.25 02:05 michaeldavenport218

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  • 30.07.25 02:05 michaeldavenport218

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  • 30.07.25 02:05 michaeldavenport218

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  • 30.07.25 02:13 erickamajor87

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  • 30.07.25 02:13 erickamajor87

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  • 30.07.25 03:26 michaeldavenport218

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  • 30.07.25 03:26 michaeldavenport218

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  • 30.07.25 03:42 blessing1198

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  • 30.07.25 03:52 tomcooper0147

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  • 30.07.25 16:39 star1121

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  • 30.07.25 18:24 Aurelia67

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  • 00:17 star1121

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  • 01:05 star1121

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  • 01:08 Moises Velez

    I believe that there are individuals who have lost their crypto one way or the other. I strongly advise that you don't seek help recovering it online because you are likely going to meet a scammer who will steal more of your funds in an attempt to help you recover your lost crypto. I personally have used recoveryhacker101 when I had to recover my bitcoin stolen by scammers. You can contact this legit recovery firm by email (recoveryhacker101@gmailcom).

  • 01:37 tomcooper0147

    Agent Jasmine Lopez helped me recover nearly £502,000 in USDC from a crypto scam. When I lost the funds, I felt hopeless, but her expertise in blockchain and dedication made all the difference. She skillfully traced complex transactions and tracked down the scammers, which would have been impossible for me to do on my own. Thanks to her tireless efforts, I was able to recover a significant portion of my lost crypto. If you've fallen victim to a similar scam, I highly recommend reaching out to her. You can contact her via email at [Recoveryfundprovider {at }gmail COM.] or WhatsApp at {44 736-644-5035}. Her attention to detail and commitment to her work are truly impressive. Don't hesitate to reach out – her expertise could be the key to recovering your lost funds.

  • 01:41 star1121

    It would have been impossible for Marie to recover nearly £502,000 in USDC from a cryptocurrency scam without her hard work and blockchain expertise. She tracked complex money movements and identified the scammers, recovering the majority of the lost cryptocurrency. For assistance with scams, reach her at [email protected] or via WhatsApp at +1 7127594675 and telegram at @Marie_consultancy.

  • 01:52 Moises Velez

    I'm writing this to inform people about Recovery Hacker101 Agency. Look no farther if you ever require hacking services. I lost about $310,000 USD in bitcoin, which put me in a tight spot. I was inconsolable and believed that I had reached my lowest moment, with no possibility of getting my money back. Everything changed drastically when I discovered Recovery Hacker101 Agency. The company intervened and promptly helped me get my full refund. Their services are highly recommended, and they promise the utmost satisfaction to their clientele. Use [email protected] to contact them.

  • 02:48 tomcooper0147

    Agent Jasmine Lopez helped me recover thousands of GBP in USDC from a crypto scam. When I lost the funds, I felt hopeless, but her expertise in blockchain and dedication made all the difference. She skillfully traced complex transactions and tracked down the scammers, which would have been impossible for me to do on my own. Thanks to her tireless efforts, I was able to recover a significant portion of my lost crypto. If you've fallen victim to a similar scam, I highly recommend reaching out to her. You can contact her via email at [Recoveryfundprovider {at }gmail COM.] or WhatsApp at {44 736-644-5035}. Her attention to detail and commitment to her work are truly impressive. Don't hesitate to reach out – her expertise could be the key to recovering your lost funds.

  • 02:49 tomcooper0147

    Agent Jasmine Lopez helped me recover thousands of GBP in USDC from a crypto scam. When I lost the funds, I felt hopeless, but her expertise in blockchain and dedication made all the difference. She skillfully traced complex transactions and tracked down the scammers, which would have been impossible for me to do on my own. Thanks to her tireless efforts, I was able to recover a significant portion of my lost crypto. If you've fallen victim to a similar scam, I highly recommend reaching out to her. You can contact her via email at [Recoveryfundprovider {at }gmail COM.] or WhatsApp at {44 736-644-5035}. Her attention to detail and commitment to her work are truly impressive. Don't hesitate to reach out – her expertise could be the key to recovering your lost funds.

  • 03:01 herbie1121

    The promise of cryptocurrency, especially XRP, draws in many people. It brings in both careful investors and bad actors. XRP's speed and decentralized design are appealing. Unfortunately, thieves can also use these features to their advantage. Losing cryptocurrency to theft causes instant panic. This is a harsh reality for many. Tracing stolen XRP can be tough, but it's not impossible. Acting fast can greatly boost your chances of getting funds back or finding out who took them. Don't give up hope,reach out to Marie she can aid ,reach her ([email protected] and whatsapp:+1 7127594675 and telegram:@Marie_consultancy)

  • 03:10 tomcooper0147

    Agent Jasmine Lopez helped me recover thousands of GBP in USDC from a crypto scam. When I lost the funds, I felt hopeless, but her expertise in blockchain and dedication made all the difference. She skillfully traced complex transactions and tracked down the scammers, which would have been impossible for me to do on my own. Thanks to her tireless efforts, I was able to recover a significant portion of my lost crypto. If you've fallen victim to a similar scam, I highly recommend reaching out to her. You can contact her via email at [Recoveryfundprovider {at }gmail COM.] or WhatsApp at {44 736-644-5035}. Her attention to detail and commitment to her work are truly impressive. Don't hesitate to reach out – her expertise could be the key to recovering your lost funds.

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