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Н Новости

Как Java Boys победили в ИИ-хакатоне МТС True Tech Hack 2025 с проектом на Spring AI и ChatGPT

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AI прямо сейчас наступает на пятки разработчикам. У кого-то это вызывает иронию, кому-то помогает писать код. Но как ни крути, LLM создали прецедент, который громко заявил о себе и продолжает широко шагать по миру, сотрясая заголовки новостей и видео.

Меня зовут Рустам Курамшин, я работаю в IT более 10 лет, и мне как бэкенд-разработчику феномен LLM сначала казался больше игрой, чем реальным инструментом разработки. Все изменилось, когда я вырвался из проектов, предоставляющих опосредованный доступ к сервисам известных языковых моделей, и начал пользоваться официальными сервисами. Последние пару лет я активно использую ChatGPT для обучения, разработки и просто чтобы пообщаться о жизни.

А еще LLM помогает мне и моей хакатонной команде Java Boys уверенно побеждать на хакатонах. Опытом нужно делиться, так что ловите историю одной из наших побед. Расскажу, как мы с моими тиммейтами разработали AI-агента на Spring AI и API ChatGPT и выиграли полмиллиона на хакатоне МТС True Tech Hack 2025.


Хакатоны сегодня

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Сидишь за кодом, расставляешь аннотации Spring Boot в проекте, и тут раздается звонок в дверь. На пороге стоит девушка с татуировкой кролика и предлагает тебе проследовать с ее компанией в загадочный и неизвестный мир хакатонов.

Сейчас хакатоны — это матрица. Не так много разработчиков, как хотелось бы, участвуют в таких соревнованиях. По опыту из близкого и не очень далекого окружения моих многочисленных коллег о хакатонах вообще хоть что-то слышали только единицы. А жаль, ведь это отличный способ для изучения новых технологий и развития навыков командной работы. Команда — это главное, но об этом позже.

О первом своем хакатоне зимой 2023 года я случайно узнал из поста в Telegram. До этого такие мероприятия казались мне чем-то непонятным или связанным с хакингом. Тогда я еще не знал, что CTF-соревнования — это отдельная дисциплина и предметная область. На скорую руку сколотил команду из своих коллег, с которыми на тот момент работал в ConTech-стартапе, и мы ушли на две ночи кодить. С тех пор для меня открылся этот дивный новый мир хакатонов! Как он устроен сейчас?

Провайдеры хакатонов

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Сделать хорошее и яркое мероприятие — та еще задача. Для начала вам нужно найти участников. Где вы будете искать людей с мотивацией разрабатывать проекты в нерабочее время без четких гарантий что-то выиграть? Вузы? Окей, студентам это интересно. Но одна из целей, которую хотят достичь крупные компании через хакатоны, — это возможность узнать о новых технологических решениях в современной разработке. Это полезно для расширения технологического кругозора внутри, и тут уже нужны действующие разработчики.

На помощь приходят комьюнити, сформированные компаниями — организаторами хакатонов. Если на ваш хакатон придет 10 человек, это провал. Нужно, чтобы их были сотни, а лучше тысячи. Тогда будет настоящий ажиотаж и накал страстей.

Самые известные компании, которые помогают организовывать такие соревнования, — хакатоны.рус и Сodenrock. Мне нравится, что сейчас это область развивается и есть проекты, которые могут конкурировать между собой.

Технические затраты на проведение хорошего хакатона достаточно серьезные:

  • Нужен маркетинг мероприятия, чтобы привлекать лучшие умы.

  • Нужен красивый лендинг для уверенного присутствия в сети.

  • Нужна студия для ведущих и организаторов, чтобы вести трансляцию. Если хакатон проходит офлайн, нужно большое помещение для участников.

  • Нужна платформа для регистрации команд, размещения заданий и загрузки решений.

  • Нужны эксперты и волонтеры, которые будут вести участников на всех этапах от старта до финала.

Вывод: хороший хакатон — это дорого.

Где отслеживать хакатоны

Для меня есть один работающий источник — Telegram. Поделюсь любимыми каналами:

Именно здесь идет основной поток новостей. Следить за ними, чтобы отлавливать интересные соревнования, очень просто. Мы пользуемся сами и вам советуем.

Хакатон МТС True Tech Hack 2025

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МТС в последнее время устраивает добротные мероприятия для комьюнити. Этой весной в апреле они провели True Tech Hack 2025 — соревнование, о котором лучше всего говорят его цифры:

  • призовой фонд — 1 500 000 руб.;

  • более 2000 регистраций;

  • более 100 загруженных решений;

  • 8 команд-победителей.

И это только по внешнему треку. Всего их было два: для внутренних сотрудников и для внешних специалистов, подробно об этом писали тут.

Как человек, повидавший множество таких мероприятий, могу сказать, что компании удалось хорошо организовать хакатон. Тут были маркетинг, лендинг, платформа для участников, стандартная папка с чатами в Telegram для поддержки, офлайн-финал в Москве.

Самое интересное, конечно, это задачи: они вращались вокруг разработки AI-агентов на базе LLM и анализа данных. Компания принесла не только задачи, но и ИТ-платформу The Platform — на хакатоне можно было вплотную поработать с ее инструментами.

Задачи хакатона

Задачи, или, как иногда говорят, «треки», были привязаны к инструментам и стримам платформы:

  • MWS Data. Разработка решения для автоматизации процессов сбора данных из открытых источников, их обработки и создания аналитических отчетов на основе набора инструментов MWS Data.

  • MWS Octapi. Разработка решения на базе ИИ, автоматизирующего процесс создания JSON-схем для описания бизнес-логики и интеграций.

  • MWS Tables. Автоматизация процессов работы с данными. Создание единой экосистемы на базе MWS Tables для минимизации дублирования задач и повышения прозрачности операций.

  • Product Factory. Разработка AI-ассистента, который анализирует интерфейсы мобильных приложений, реагирует на касания и жесты пользователя и преобразовывает визуальные элементы в голосовые подсказки.

  • MWS GPT. Разработка мультиагентной системы на базе языковых моделей, которая помогает оператору контакт-центра в реальном времени.**

Когда я открыл лендинг хакатона, у меня возник синдром самозванца. Для меня и моей команды тема разработки проектов на базе AI и ML всегда была чем-то из другого мира, ведь мы занимаемся разработкой классических web-приложений. Но интуиция не подвела. Оказалось, что при наличии удачи и погружения в тему можно взять задачу AI Schema Builder из трека MWS Octapi и выполнить ее с помощью интеграции с API LLM и Spring AI, о котором я тогда знал только в общих чертах. Да и в описании задачи было знакомое до боли слово JSON. Ну и кто мы, java backend-разработчики, если не CRUDовщики — создатели джейсономешалок?

Как работает команда Java Boys

На таких мероприятиях мы именно работаем. За первый проигранный хакатон было очень обидно. Мы разработали классную бэкендовую архитектуру, сделали работающий проект, но фронтендеры, которых мы нашли по объявлению, подкачали — и мы не прошли в финал, хотя жюри отметило наше решение. С тех пор я сделал выводы.

Самое важное — это команда. Она должна состоять из людей, которых я лично знаю и с которыми я работал в реальных коммерческих проектах. Организация работы команды — первый приоритет.

В будущем именно такой подход помог нам занимать призовые места и писать интересные проекты.

Все ребята из команды — Java-разработчики, простое и понятное название на это намекает. У нас разный опыт и бэкграунд в разработке, и это дает нам широкий кругозор внутри команды.

По дефолту мы все пишем на Java. В нашей команде нет потребности в аналитиках, продактах, UI/UX дизайнерах, тестировщиках и прочих ролях. Все достаточно самостоятельные люди в разработке со своим видением работы над проектом.

А теперь раскрою несколько профессиональных секретов на примере проекта Vibe JSON, который мы написали на хакатоне МТС. Покажу, как была организована наша работа и какие инструменты мы использовали. Это хорошее подспорье, чтобы понять, как эффективно распределять усилия и побеждать.

Дисциплина и командная работа

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Без поддержания порядка не получится написать работающий проект в сжатые сроки. Нужно принять внутреннее соглашение, что хакатон — это работа, и обычно достаточно напряженная. А поскольку мы ей занимаемся в нерабочее время, то будут и соответствующие неудобства в виде усталости и недостатка сна.

Как я уже писал выше, команда — это главное. Побеждают не хорошие программисты или крутые технологии — побеждает именно она. Если у вас нет сплоченного коллектива, вы можете рассчитывать только на себя. Но если пишешь проект с людьми, в которых ты уверен, если знаешь, что они не сольются на второй день хакатона, тогда у тебя все хорошо.

Считайте, что это как компьютерная игра Overcooked. Вы работаете совместно на кухне, а вокруг происходит This is fine.

Брейншторм задачи

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Мы используем Miro, но это не единственное решение. Смысл в том, что команда собирается и разбирает условия задачи, зачитывает их несколько раз. Цель — осознать, что именно требуется разработать.

Первый этап — это брейншторм. Можно добавлять на доску стикеры с произвольными идеями и ключевыми смыслами. Эти вещи должна видеть вся команда, чтобы настроить свое мышление и начать генерировать идеи. Пишите на доске все, что в этот момент создает ваш мозг. Главное, чтобы через определенное время вы увидели свет в конце тоннеля воображения и поняли, как писать свой проект.

Когда очертания решения сформированы, нужно перейти к архитектурному проектированию. Придумать архитектуру вашего проекта и понять, как он будет работать.

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У Vibe JSON была простая архитектура для реализации требований задачи, но так бывает не всегда

Перед началом разработки нужно определиться с моделью данных и понять, какие таблицы, entity-классы будут в проекте. Иногда этот этап может занимать существенное время.

Таск-трекер для распределения задач

Дальше нужно сделать декомпозицию задач и напилить таски. Все как в обычном проекте разработки. Можно использовать Miro:

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Но есть классный инструмент — GitHub Projects. Вы все равно будете хостить код проекта на GitHub, почему бы там же не управлять задачами?

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Когда проект разделен на задачи, можно начинать писать код.

Как бэкендерам писать проект на Java и не беспокоиться о фронтенде?

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Кажется, выбор стека разработки для Java-проекта вполне очевиден. Нам достаточно взять Java/Kotlin, Spring Framework, PostgreSQL (прочие хранилки, кэши, очереди, если нужно). Но что делать с фронтендом, если не все в команде знают JavaScript/TypeScript и React? Конечно, можно позвать в команду надежных фронтов, но если у вас таких нет?

Тут я хочу рассказать о Jmix — это фреймворк для Spring Framework, который основан на Vaadin и позволяет разрабатывать full stack приложения на Java. Я уже много чего успел поразрабатывать на Jmix для разных задач. Могу сказать, что это спасение, когда нужно сделать фронтенд без фронтендеров. Ты разрабатываешь в привычной парадигме Spring, но у тебя появляется UI!

Подписка на лучшие LLM-сервисы и их API

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Я не продаю подписки на LLM, но без качественных моделей не получится написать хороший проект, который будет работать с API LLM. Да и не только с API. На хакатоне можно столкнуться со сложными нетривиальными задачами, связанными с разработкой. И у меня такое было — например, когда нужно было читать MongoDB change stream и писать в WebSockets, работать с блокчейном и API его нод доступа, запускать docker-контейнеры из java-кода, работать с локальными git-репозиториями из java-кода и прочими необычными вещами, которые ты придумываешь в рамках разработки на хакатоне.

Великий Google и Stackoverflow уже не помогут так быстро. Поможет навык быстро решать вопросы с помощью LLM. Если ты умеешь писать код с их помощью, ты банально получаешь преимущество в скорости разработки, а на хакатонах скорость критична. К тому же хорошая LLM и навык писать промпты помогут быстро сделать сильную презентацию для питч-сессии.

Кроме прочего, можно использовать API больших языковых моделей, чтобы создавать на их основе бизнес-функциональность в своем проекте. Что мы успешно и начали применять в разработке.

Кроме репо на GitHub нужен еще и CI

Выше я упоминал, что у нас свои серверы. Если вы разрабатываете пет-проекты или участвуете в хакатонах, для вас это тоже отличный вариант.

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На фото выше — мой кластер одноплатных компьютеров. Когда-нибудь я напишу о нем отдельный текст. Это удобная домашняя сетевая лаборатория, при этом очень мощная по своим характеристикам. Так мне не нужно думать о цене за облако. Статический IP у провайдера стоит недорого. Дальше я регистрирую свой домен — и дело в шляпе. Остается накатить на все хосты Linux, настроить окружение и сетевую конфигурацию на маршрутизаторе — трансляцию сетевых адресов через NAT. На моем кластере задеплоены все проекты с хакатонов.

Дальше нужно написать CI-пайплайн, чтобы инкременты разработки проекта автоматически деплоились на сервер. И здесь очень удобен GitHub Actions. Необязательно писать суперавтоматизацию. Достаточно базовой возможности выкатывать проект на сервер автоматически без ручных манипуляций, и чтобы это мог делать любой участник команды. Вот небольшой пример простого CI-пайплайна, который деплоит проект:

name: CI/CD Pipeline for Vibe-JSON Project  
  
on:  
  pull_request:  
    branches:  
      - main  
      - 'feature/**'  
  workflow_dispatch:  
    inputs:  
      branch:  
        description: 'Branch name to deploy'  
        required: true  
        default: 'main'  
  
jobs:  
  build:  
    runs-on: ubuntu-latest  
    steps:  
      - name: Checkout code  
        uses: actions/checkout@v3  
  
      - name: Set up JDK 17  
        uses: actions/setup-java@v3  
        with:  
          java-version: '17'  
          distribution: 'adopt'  
  
      - name: Build with Gradle  
        run: |  
          ./gradlew clean build -x test  
          ./gradlew -Pvaadin.productionMode=true bootJar -x test  
  
  deploy:  
    needs: build  
    runs-on: ubuntu-latest  
    if: github.event_name == 'workflow_dispatch'  
    steps:  
      - name: Checkout code  
        uses: actions/checkout@v3  
  
      - name: Deploy to Server  
        uses: appleboy/ssh-action@master  
        with:  
          host: kuramshin-dev.ru  
          username: ubuntu  
          port: 50151  
          key: ${{ secrets.SSH_PRIVATE_KEY }}  
          script: |  
            cd /home/ubuntu/vibe-json  
            ./deploy.sh ${{ github.event.inputs.branch }}

Это деплой с запуском контейнеров на linux-сервере. Если вы хотите более продвинутых решений, например, на основе kubernetes, это тоже не проблема. Можно написать пайплайн, где kubectl или helm будут деплоить ваш проект в k8s.

Что самое главное в деплое проекта на сервер и публичном доступе к нему? Жюри сможет посмотреть проект, просто кликнув URL. Им не придется разбираться с инструкциями по локальному развертыванию на своей системе проекта участника. Здесь можно возразить, что, мол, есть docker-compose. Но когда ваш проект использует внешние интеграции с LLM, встает вопрос, как передавать токены и так далее.

Презентация и выступление на питч-сессии всё решают

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В хакатоне побеждает презентация и немного — ваш проект и его код. Это может звучать абсурдно, но это так. На питч-сессии в финале хакатона вы приходите продавать ваш проект, и от умения его презентовать с помощью речи и презентации зависит почти все. Тут уже не имеет значения, насколько вы хорошие или плохие разработчики. Мы всегда покупаем обложку и идею, а только потом разбираемся, что там внутри.

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Вывод такой: если хотите побеждать, вам придется вплотную познакомиться с PowerPoint и научиться делать интересные слайды. Потом — еще интереснее, вам точно нужно будет репетировать выступление на питч-сессии, и чем больше раз вы это сделаете, тем лучше. Советую заранее подготовить свою речь, расписать план, что именно и когда вы будете говорить. Это поможет структурировать информацию, справиться с волнением на сцене и не упустить самого важного. Записывайте себя на видео, чтобы понимать, как вы звучите и выглядите со стороны.

AI Schema Builder: генерация схем

Всего на хакатоне было пять задач, мы выбрали трек от MWS Octapi — платформы для надежной и безопасной интеграции высоконагруженных систем в разнородных ИТ-ландшафтах. Кратко задача звучала так:

AI Schema Builder: генерация схем. Разработай решение на базе ИИ, автоматизирующее процесс создания JSON-схем для описания бизнес-логики и интеграций

В MWS Octapi есть такая необычная штука, как Low-Code-система для реализации интеграций на бэкенде. Она представляет из себя некий workflow, DAG, граф, BPMN-диаграмму. Можете взять любой знакомый вам термин. Часто это называют DAG (Directed Acyclic Graph). Его узлы в контексте задачи называются Activity, а сам граф называется workflow.**

psd0dsbd_me8graqwiofgbpkzim.png

Workflow описывает выполнение шагов интеграции на бэкенде. Например, получи выписку с банковского счета на почте, отправь ее по REST в сервис A, потом отправь ее данные в топик Kafka. Каждый шаг — это отдельный Activity. Если вы слышали про Camunda и движки бизнес-процессов, вам не нужно объяснять, что это такое.

В MWS придумали классную штуку. Чтобы реализовать интеграции на бэкенде, не нужно писать код — нужно описать JSON для специальной Low-Code-системы. Она получает на вход ваш JSON, описывающий процесс интеграции, и начинает как бы его воспроизводить, проигрывать, как магнитофон проигрывает кассету (да-да, были такие времена с кассетами).

Но в компании пошли еще дальше и стали генерировать этот JSON с помощью диалога с LLM. То есть условный системный аналитик пишет LLM в чате, какую интеграцию он хочет реализовать. LLM задает уточняющие вопросы и в конце генерирует валидный JSON, который можно скормить Low-Code-системе.

К задаче прилагалась достаточно внушительная спецификация этого JSON — 150 страниц текста и таблиц. Такой объем инфы LLM не сможет переварить в качестве контекста вашего запроса, и делать тут RAG, скорее всего, не хватит времени.

Итак, в задаче на хакатоне требовалось разработать такое решение на базе LLM, которое позволит генерировать JSON для Low-Code-системы на основе диалога с пользователем.

Как мы явили миру Vibe JSON

Ранее я показывал архитектуру Vibe JSON. Проект устроен просто: Java 17, Spring Boot, Jmix, PostgreSQL, Spring AI, Docker. Но все дело в Spring AI. Без него разработать годный прототип в такие короткие сроки не получилось бы.

У Vibe JSON достаточно простой UI.

42ety7v1tysg5rlblepxhmh797q.jpeg

Пользователь описывает, какую интеграцию он хочет реализовать. ChatGPT задает ему уточняющие вопросы. После ряда шагов формируется JSON для Low-Code-системы.

Чтобы вам было легче разобраться в реализации проекта, я напомню некоторые аспекты разработки AI-агентов, которые сейчас делают LLM не просто приятным собеседником, а инструментом создания автоматизации. Поскольку я использую API OpenAI Platform, буду опираться на их терминологию.

Немного терминов

AI-агент — это программа или система, которая может самостоятельно принимать решения и выполнять действия, направленные на достижение определенной цели, используя методы искусственного интеллекта.

JSON — один из самых широко используемых форматов для обмена данными между приложениями во всем мире.

Функция Structured Outputs (структурированный вывод) гарантирует, что модель будет всегда генерировать ответы, соответствующие заданной JSON-схеме. Это избавляет от необходимости проверять наличие всех обязательных ключей или следить за тем, чтобы значения соответствовали допустимым перечислениям.

Function calling, или вызов функций, позволяет моделям получать данные и выполнять действия. Вызов функций — это способ интеграции моделей с вашим кодом или внешними сервисами. Вы можете предоставить модели доступ к своему коду с помощью механизма вызова функций. На основе системного промпта и предыдущих сообщений модель может принять решение о вызове определенной функции — вместо (или помимо) генерации текста.

Здесь нужно понять одну ключевую особенность: модель должна быть хорошо обучена работать с JSON-схемами, ведь фактически Structured Outputs и Function calling связаны с передачей модели JSON-схемы и парсинга JSON-а из ответа модели. И Spring AI отлично справляется с этими задачами.

Начать работать со Spring AI несложно, есть документация.

Я не буду показывать очевидные разделы проекта Vibe JSON, в конце публикации будет ссылка на репозиторий и вы при желании сможете посмотреть код самостоятельно. Я покажу интересные, по моему мнению, места в коде, чтобы подчеркнуть возможности Spring AI.

Решение этой задачи именно на Java дает определенное преимущество: если прилагаемую к задаче 150-страничную документацию к JSON не перевести в Java-классы, ничего не получится. Это стало отправной точкой в разработке проекта.

Экскурсия по исходному коду проекта

Все начинается с описания интеграционного workflow:

@Data  
@EntityDescription("Определение рабочего процесса")  
@JsonIgnoreProperties(value = {"flowEditorConfig"})  
public class WorkflowDefinitionDto {  
  
    @NotBlank  
    @Size(max = 255)  
    private String type = "complex";  
  
    @NotBlank  
    @Size(max = 255)  
    private String name;  
  
    @Size(max = 4000)  
    private String description;  
  
    private Integer version = 1;  
  
    private String tenantId = "default";  
  
    @NotNull  
    @Valid
    private DetailsDto details;  
  
    @Valid  
    private CompiledDto compiled;  
}

Дальше идет 65 (!) java-классов, описывающих вложенные структуры рабочего процесса. Два человека из нашей команды занимались переводом спецификации в java-классы. Пришлось немного попотеть, но и здесь ChatGPT тоже помогла немного ускориться, хоть и не всегда с первого раза.

Стоит отметить, что некоторые поля классов workflow размечены аннотациями jakarta.validation.constraints. Потом это будет иметь значение при реализации function calling — механизма, который позволяет вызывать ChatGPT методы в нашем коде.

К задаче прилагались несколько json-файлов с примерами workflow. Понадобилось написать тесты десериализации, чтобы гарантировать, что наш проект будет работать с корректной структурой workflow, потому что участники жюри будут проверять работу сервиса на реальной Low-Code-системе у себя в компании. Тесты дают гарантии, что мы не разойдемся в ожиданиях.

@Slf4j  
public class WorkflowDeserializationTest {  
  
    private final ObjectMapper objectMapper = new ObjectMapper()  
            .registerModule(new JavaTimeModule())  
            .configure(DeserializationFeature.FAIL_ON_UNKNOWN_PROPERTIES, true)  
            .configure(DeserializationFeature.FAIL_ON_NULL_FOR_PRIMITIVES, true)  
            .configure(DeserializationFeature.FAIL_ON_INVALID_SUBTYPE, true);  
  
     private <T> void assertJsonMatchesDto(File jsonFile, Class<T> dtoClass) {  
        try {  
            objectMapper.readValue(jsonFile, dtoClass);  
        } catch (UnrecognizedPropertyException e) {  
            String shortMessage = String.format(  
                    "В файле [%s] обнаружено неизвестное поле: \"%s\" в классе [%s]",  
                    jsonFile.getName(),  
                    e.getPropertyName(),  
                    e.getReferringClass().getSimpleName()  
            );  
            fail(shortMessage);  
        } catch (IOException e) {  
            fail("Ошибка при десериализации " + jsonFile.getName() + ": " + e.getMessage());  
        }  
    }  
  
    @Test  
    @DisplayName("wf-1.json должен корректно десериализоваться в WorkflowDefinitionDto")  
    public void testWf1Json() {  
        File file = new File("src/test/resources/workflows/wf-1.json");  
        assertJsonMatchesDto(file, WorkflowDefinitionDto.class);  
    }

    //... прочие тесты на другие json-файлы
}

Когда у тебя столько java-классов моделей в проекте и идет достаточно интенсивная разработка, хочется быстро проверять, что все 65 классов связаны между собой. Да, можно каждый раз открывать пакет и руками проходить по списку классов в IDEA. Но мы, разработчики, ленивые люди. Всегда хочется какой-то автоматизации.

Достаточно давно для автоматизации работы со своими проектами я пишу скрипты на Bash или Groovy. И да, Groovy жив как никогда. Я очень люблю и ценю этот JVM-язык, пишу на нем скрипты, и меня особо не беспокоят расхожие выражения, что Groovy устарел или что он мертв. Это не так.

Чтобы быстро чекать связность классов workflow, я сделал скрипт на Groovy:

#!/usr/bin/env groovy  
  
if (args.length != 1) {  
    println "Usage: ./analyzePackage.groovy path/to/package"  
    System.exit(1)  
}  
  
def packagePath = args[0]  
def baseDir = new File(packagePath)  
  
if (!baseDir.exists() || !baseDir.isDirectory()) {  
    println "Invalid package path: $packagePath"  
    System.exit(1)  
}  
  
// Рекурсивно собираем все .java файлы  
def getJavaFilesRecursively = { File dir ->  
    def javaFiles = []  
    dir.eachFileRecurse { file ->  
        if (file.name.endsWith(".java")) {  
            javaFiles << file  
        }  
    }  
    return javaFiles  
}  
  
def javaFiles = getJavaFilesRecursively(baseDir)  
  
if (javaFiles.isEmpty()) {  
    println "No Java files found in: $packagePath"  
    System.exit(0)  
}  
  
Set<String> allClassNames = []  
Map<String, File> classFileMap = [:]  
Map<String, Boolean> hasFields = [:]  
  
// Собираем имена классов и проверяем на наличие полей  
javaFiles.each { file ->  
    def text = file.text  
    def matcher = text =~ /class\s+([A-Za-z0-9_]+)/  
    if (matcher.find()) {  
        def className = matcher.group(1)  
        allClassNames << className  
        classFileMap[className] = file  
  
        def fieldMatcher = text =~ /(?:private|protected|public)?\s+(?!class|interface)[\w<>]+\s+\w+\s*(=|;)/  
        hasFields[className] = fieldMatcher.find()  
    }  
}  
  
Set<String> usedClasses = [] as Set  
  
// Ищем упоминания классов в других файлах  
javaFiles.each { file ->  
    def text = file.text  
    allClassNames.each { className ->  
        if (text.contains(className) && !file.name.contains(className + ".java")) {  
            usedClasses << className  
        }  
    }  
}  
  
println "\n🔍 Классы без полей (пустые):"hasFields.each { className, hasField ->  
    if (!hasField) {  
        println " - $className (${classFileMap[className].path})"  
    }  
}  
  
println "\n🧹 Неиспользуемые классы (в рамках пакета):"(allClassNames - usedClasses).each { unusedClass ->  
    println " - $unusedClass (${classFileMap[unusedClass].path})"  
}

Да, он не идеальный и может иногда давать ложные срабатывания, но это редкие кейсы. Скрипт запускается командой:

 groovy analyzePackage.groovy src/main/java/ru/javaboys/vibejson/wfdefenition

Теперь, у нас есть классы, описывающие модель данных выходного workflow. Осталось дело за малым — реализовать AI-агента.

В этом проекте у агента минималистичная функциональность. Но поскольку используется structured output и function calling — это именно агент, а не просто чат с AI-ассистентом.

Spring AI можно достаточно быстро затянуть в проект на Gradle (с Groovy DSL):


// ...

repositories {  
    mavenCentral()  
    maven {  
        url 'https://global.repo.jmix.io/repository/public'  
    }  
    maven { url 'https://repo.spring.io/milestone' }  
    maven { url 'https://repo.spring.io/snapshot' }  
    maven {  
        name = 'Central Portal Snapshots'  
        url = 'https://central.sonatype.com/repository/maven-snapshots/'  
    }  
}

// ...

ext {  
    set('springAiVersion', "1.0.0-M7")  
}

// ...

implementation platform("org.springframework.ai:spring-ai-bom:1.0.0-SNAPSHOT")  
implementation 'org.springframework.ai:spring-ai-starter-model-openai'  
implementation 'org.springframework.ai:spring-ai-starter-model-chat-memory-jdbc'

// ...

dependencyManagement {  
    imports {  
        mavenBom "org.springframework.ai:spring-ai-bom:${springAiVersion}"  
    }  
}

Использование Gradle и Groovy DSL обусловлено Jmix.

Алгоритм работы AI-агента в этом проекте можно представить такой схемой:

hvfcki8ude_cwrnrxl444jxatxc.png

Теперь давайте детальнее рассмотрим элементы этого процесса.

Первое, что нам нужно, — это системный промпт, который будет управлять поведением AI-агента. Как известно, промпты рождаются в муках — и этот не был исключением:

Ты – AI помощник для построения интеграционных бизнес-процессов.  
Ты можешь обсуждать только вопросы и задачи связанные с формированием workflow.  
Твоя основная задача - преобразовывать интеграционный бизнес-процесс, описанный пользователем с помощью текста, в структуру workflow.  
Допустимые типы Starter (стартеры): {allowedStarterTypes}.  
Допустимые типы Activity (активити): {allowedActivityTypes}.  
Активити - это те кубики, из которых строится основная логика работы интеграционных бизнес-процессов.  
Стартеры - это способ запуска интеграционного бизнес-процесса.  
  
Твой алгоритм по формированию workflow из текстового описания пользователя:  
- Построй список активити в соответствии с доступными активити.  
Сам выбирай активити в соответствии с описанием интеграционного бизнес-процесса, который указывает пользователь и названием активити.  
В соответствии со структурой требуемых активити, описанных в workflow, уточни параметры недостающие для заполнения полей активити.  
- Задай вопрос какие стартеры использовать для запуска интеграционного бизнес-процесса, над которым ты работаешь.  
В соответствии со структурой требуемого стартеров, описанного в workflow, уточни параметры недостающие для заполнения полей стартера.  
- Если не хватает данных (например, отсутствует обязательный параметр), задавай уточняющие вопросы.  
- Некоторые поля workflow можешь заполнять подходящими по контексту значения на своё усмотрение.  
- Для валидации workflow используй инструмент validateWorkflow, который возвращает признак валидности и список ошибок, если workflow не валидный.  
Если были обнаружены ошибки валидации, то на основе описания этих ошибок сформируй дополнительные вопросы для пользователя,  
чтобы на их основе пользователь уточнил или исправил параметры workflow, что позволило бы пройти валидацию.  
- На каждом шаге возвращай сообщение для пользователя в поле chatMessageForUser. 
- Возвращай workflow только, если он был полностью сформирован. В противном случае, не заполняй это поле.

Здесь можно заметить интерполяцию переменных в текст промпта через {allowedStarterTypes} и {allowedActivityTypes}. У этой, казалось бы, простой операции серьезное название — prompt templates, термин получивший широкое применение в библиотеках для работы с LLM. Он нужен, чтобы сделать ваши промпты не прибитыми гвоздями к конкретным значениям, а дать им возможность подстраиваться под ваши данные.

В Spring AI есть специальные классы для работы с шаблонами:

Map<String, Object> templateParams = new HashMap<>();  
templateParams.put("allowedStarterTypes", String.join(",", WorkflowUtils.getAllowedStarterTypes()));  
templateParams.put("allowedActivityTypes", String.join(",", WorkflowUtils.getAllowedActivityTypes()));  
  
// ... 
  
SystemPromptTemplate systemPromptTemplate = new SystemPromptTemplate(systemText);  
return systemPromptTemplate.createMessage(templateParams);

Теперь мы можем объединить системный промпт с сообщением пользователя из чата и отправить запрос в API OpenAI Platform:

public LLMResponseDto processUserMessage(String sessionId, String userMessage, String currentWorkflow) {  
    Message systemMsg = createSystemInstruction(currentWorkflow);  
    Message userMsg = new UserMessage(userMessage);  
  
    List<Message> promptMessages = new ArrayList<>();  
    promptMessages.add(systemMsg);  
    promptMessages.add(userMsg);  
  
    return chatClient  
            .prompt(new Prompt(promptMessages))  
            .advisors(advisor -> advisor.param("chat_memory_conversation_id", sessionId)  
                    .param("chat_memory_response_size", 100))  
            .tools(workflowTools)  
            .call()  
            .entity(LLMResponseDto.class);  
}

Пока не смотрим на advisor. Самое интересное здесь — это entity(LLMResponseDto.class). Это тот самый Structured Output, который в этом проекте позволяет получать от ChatGPT одновременно workflow и следующее сообщение для пользователя с помощью класса LLMResponseDto:

@Setter  
@Getter  
@Data  
public class LLMResponseDto {  
    private String chatMessageForUser;  
    private WorkflowDefinitionDto workflow;  
}

Использование .entity() спасает от написания вагона бойлерплейт-кода, который нужен, чтобы заставить ChatGPT работать с JSON-схемой и отдавать ответ в виде JSON. Я знаком с этим не понаслышке, потому что в первых версиях этого проекта делал structured output «голыми руками» с помощью расширенного промпта, библиотеки для работы с json-схемами и парсинга ответа через regex. Хорошо, что Spring AI может взять на себя эту работу и вдобавок еще обрабатывать ошибки десериализации.

Следующая проблема, которую предстояло решить, — получение валидного JSON workflow. Конечно, .entity() гарантирует получение ответа в виде инстанса класса LLMResponseDto. Но проблема в том, что там внутри 65 классов и ChatGPT попросту может забыть заполнить часть полей или даже блоков workflow.

Как заставить ChatGPT заполнять все требуемые поля? Как мы добиваемся проверки полей, когда разрабатываем REST-микросервисы? Конечно же, с помощью валидации через Bean Validation! Провернуть это с ChatGPT можно с помощью Function Calling — он позволяет LLM вызывать методы в вашем коде.

Тут нет никакой магии. Библиотека-посредник сообщает LLM, что есть определенные tool, инструменты. Дает ей описание переменных и возвращаемого значения с помощью JSON-схемы. LLM передает библиотеке JSON, на вашей стороне происходит вызов метода в коде, ответ сериализуется и отдается LLM в виде JSON. Главное, это поддержка Function Calling самой моделью. Не все модели умеют делать это из коробки.

В итоге нам нужен tool, который позволит ChatGPT проверять, корректно ли она, по нашему мнению, сформировала workflow. Для этого мы опишем следующий инструмент:

@Data  
public class ValidationResult {  
    private Boolean isValid;  
    private List<String> errors;  
}

@Slf4j  
@Component  
public class WorkflowTools {  
  
    @Tool(description = "Метод позволяет выполнить валидацию workflow")  
    public ValidationResult validateWorkflow(  
             @ToolParam(description = "Текущий сформированный интеграционный бизнес-процесс") WorkflowDefinitionDto workflow  
    ) {  
        ValidationResult result = new ValidationResult();  
        List<String> errors = new ArrayList<>();  
  
        if (workflow == null) {  
            result.setIsValid(false);  
            errors.add("workflow не может быть null");  
            result.setErrors(errors);  
            logValidationErrors(errors);  
            return result;  
        }  
  
        Validator validator = Validation.buildDefaultValidatorFactory().getValidator();  
        Set<ConstraintViolation<WorkflowDefinitionDto>> violations = validator.validate(workflow);  
  
        if (!violations.isEmpty()) {  
            errors = violations.stream()  
                    .map(v -> formatViolation(v))  
                    .collect(Collectors.toList());  
            result.setIsValid(false);  
            result.setErrors(errors);  
            logValidationErrors(errors);  
        } else {  
            result.setIsValid(true);  
            result.setErrors(List.of());  
        }  
  
        return result;  
    }  
  
    private String formatViolation(ConstraintViolation<?> v) {  
        String path = v.getPropertyPath() == null ? "" : v.getPropertyPath().toString();  
        Object invalid = v.getInvalidValue();  
        String invalidStr;  
        try {  
            invalidStr = invalid == null ? "null" : String.valueOf(invalid);  
            if (invalidStr.length() > 500) {  
                invalidStr = invalidStr.substring(0, 500) + "...";  
            }  
        } catch (Exception e) {  
            invalidStr = "<unprintable>";  
        }  
        String message = v.getMessage();  
        return String.format("%s: %s (значение: %s)", path, message, invalidStr);  
    }  
  
    private void logValidationErrors(List<String> errors) {  
        if (errors == null || errors.isEmpty()) return;  
        String block = "\n================= Ошибки валидации Workflow =================\n"  
                + errors.stream().map(e -> " - " + e).collect(Collectors.joining("\n"))  
                + "\n=============================================================";  
        log.error(block);  
    }  
}

Теперь на основе системного промпта ChatGPT вызывает этот tool. Если возникает ошибка валидации, ChatGPT задает уточняющие вопросы для пользователя, чтобы дополнить или обновить данные.

Function calling и structured output — это два кита, на которых стоит разработка AI-агентов. Третий и четвертый киты — это паттерны организации цепочки запросов в LLM и качество самой модели.

Эти приемы работы со Spring AI позволяют получить AI-агента, который возвращает увесистый JSON для Low-Code-системы в MWS Octapi.

К тому же выше мы видели такую интересную штуку, как advisor. Адвисоры в Spring AI — это мощнейшие инструменты для управления циклами взаимодействия фреймворка и LLM. В этом проекте используется два базовых адвисора.

Первый вопрос, который у вас возникнет, когда вы будете писать проекты, основанные на LLM: как заставить API LLM запоминать сообщения, которые я ей раньше присылал? Как сделать память агента? Из коробки такой функциональности нет. Для этого вам нужно на своей стороне хранить историю переписки и передавать ее в специальном поле в запросе к LLM. Иногда это поле называется assistant.

В Spring AI для реализации памяти есть MessageChatMemoryAdvisor. Вот как на коленке сделать память, которая будет храниться в отдельной таблице в PostgreSQL и доставаться по ключу.

Нужно создать таблицу с помощью миграции. В доках Spring AI есть раздел про память, он выведет на различные DDL-запросы для создания таблиц. Вот пример для Liquibase:

<databaseChangeLog  
        xmlns="http://www.liquibase.org/xml/ns/dbchangelog"  
        xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"  
        xsi:schemaLocation="http://www.liquibase.org/xml/ns/dbchangelog  
                            http://www.liquibase.org/xml/ns/dbchangelog/dbchangelog-latest.xsd"        objectQuotingStrategy="QUOTE_ONLY_RESERVED_WORDS">  
  
    <changeSet id="spring-ai-add-chat-memory" author="vibe-json">  
        <!-- Создаём таблицу ai_chat_memory -->  
        <createTable tableName="ai_chat_memory">  
            <column name="conversation_id" type="VARCHAR(36)">  
                <constraints nullable="false"/>  
            </column>            <column name="content" type="TEXT">  
                <constraints nullable="false"/>  
            </column>            <column name="type" type="VARCHAR(10)">  
                <constraints nullable="false"  
                             checkConstraint="type IN ('USER','ASSISTANT','SYSTEM','TOOL')"/>  
            </column>            <column name="timestamp" type="TIMESTAMP" defaultValueComputed="CURRENT_TIMESTAMP">  
                <constraints nullable="false"/>  
            </column>        </createTable>  
        <!-- Создаём индекс по conversation_id и timestamp (по убыванию) -->  
        <createIndex indexName="ai_chat_memory_conversation_id_timestamp_idx"  
                     tableName="ai_chat_memory">  
            <column name="conversation_id"/>  
            <column name="timestamp" descending="true"/>  
        </createIndex>    </changeSet>  
</databaseChangeLog>

Дальше нужно определить адвисор и по ключу хранить сообщения:

public AiAgentService(ChatClient.Builder chatClientBuilder, JdbcTemplate jdbcTemplate, WorkflowTools workflowTools) {  
    this.workflowTools = workflowTools;  
    var chatMemory = JdbcChatMemory.create(JdbcChatMemoryConfig.builder().jdbcTemplate(jdbcTemplate).build());  
    this.chatClient = chatClientBuilder  
            .defaultAdvisors(  
                    new MessageChatMemoryAdvisor(chatMemory),  
                    new SimpleLoggerAdvisor()  
            )  
            .build();  
}

// ...

return chatClient  
        .prompt(new Prompt(promptMessages))  
        .advisors(advisor -> advisor.param("chat_memory_conversation_id", sessionId)  
                .param("chat_memory_response_size", 100))  
        .tools(workflowTools)  
        .call()  
        .entity(LLMResponseDto.class);

Здесь же мы видим SimpleLoggerAdvisor — это отличный адвисор для базового логирования взаимодействия фреймворка и LLM. Он помог мне раздебажить не одну проблему. Его нужно дополнительно настроить через проперти:

logging.level.org.springframework.ai.chat.client.advisor=DEBUG

На этом с обзором проекта можно остановиться и рассказать еще немного про хакатон. Исходный код проекта лежит на GitHub.

Финал MTC True Tech Hack и питч-сессия

wbcdneua7ntyyr5ljb1ettlu9ha.png

Финал проходил 25 апреля в Москве в Императорском яхт-клубе. Мы прибыли в назначенное время, заняли места в зале, ждали своей очереди на питч и смотрели проекты других команд.

Тут стоит сказать, что хакатоны вроде МТС True Tech Hack — самые сложные. По сути, для участников есть два важных условия: тебе должно быть 18 лет и ты должен проживать в РФ. Поэтому команды тут самые разные, много и новичков, и опытных разработчиков. Казалось бы, где сеньоры и где начинающие? Но на True Tech Hack начинающие разработчики показывали такие результаты, что в какой-то момент я уже потерял веру в нашу победу. Одна из таких команд прям на сцене получила приглашение на стажировку в МТС от CTO Александра Бардаша. Я считаю, это очень правильный и важный поступок — помогать молодым специалистам вливаться в промышленную разработку и занимать свое место в профессии.

И вот настал наш черед делать питч. Мы пытались показать лучшие стороны нашего проекта и, конечно же, мемы — какая без них презентация. Потом была пауза для нетворкинга: можно было пообщаться с другими участниками, перекусить и поучаствовать в конкурсах.

utoh37bc56zq44gxevtnmncap6a.jpeg

Когда началось объявление финалистов, лично я уже не верил, что мы победим. Но потом мы все-таки услышали от ведущего наше Java Boys, дружно опешили и под аплодисменты стали продвигаться в сторону сцены. Как-то так и родилась фактура для этого поста!

В заключение хочу подвести немного итогов и выразить благодарность: МТС — за хакатон, а всем участникам — за их проекты и количество вложенных в них усилий. Такие вещи не даются легко.

Итак, чтобы сделать хороший проект, нужно:

  • задизайнить,

  • спроектировать,

  • написать код,

  • ошибиться,

  • найти решение,

  • задеплоить,

  • отладить.

Если вы дошли в этом деле до конца, вы и ваша команда уже победили время, лень и проблемы. Это заслуживает как минимум уважения, даже если вам не удалось попасть в призеры.

Читателям я хочу посоветовать найти силы и время, чтобы собрать команду и попасть на хороший хакатон. Это подстегивает развитие в разработке и создании проектов, прокачивает ваши навыки и дает зачатки какого-то стартаперского духа. Кто знает, может, после очередного хакатона у вас родится идея своего собственного невероятного проекта и вы представите его миру. Я вам этого искренне желаю!

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  • 15.11.25 14:39 wendytaylor015

    My name is Wendy Taylor, I'm from Los Angeles, i want to announce to you Viewer how Capital Crypto Recover help me to restore my Lost Bitcoin, I invested with a Crypto broker without proper research to know what I was hoarding my hard-earned money into scammers, i lost access to my crypto wallet or had your funds stolen? Don’t worry Capital Crypto Recover is here to help you recover your cryptocurrency with cutting-edge technical expertise, With years of experience in the crypto world, Capital Crypto Recover employs the best latest tools and ethical hacking techniques to help you recover lost assets, unlock hacked accounts, Whether it’s a forgotten password, Capital Crypto Recover has the expertise to help you get your crypto back. a security company service that has a 100% success rate in the recovery of crypto assets, i lost wallet and hacked accounts. I provided them the information they requested and they began their investigation. To my surprise, Capital Crypto Recover was able to trace and recover my crypto assets successfully within 24hours. Thank you for your service in helping me recover my $647,734 worth of crypto funds and I highly recommend their recovery services, they are reliable and a trusted company to any individuals looking to recover lost money. Contact email [email protected] OR Telegram @Capitalcryptorecover Call/Text Number +1 (336)390-6684 his contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 15.11.25 15:31 MATT PHILLIP

    I never imagined I’d fall for a crypto romance scam but it happened. Over the course of a few months, I sent nearly $184,000 worth of Bitcoin to someone I genuinely believed I was building a future with. When they disappeared without a trace, I was left heartbroken, humiliated, and financially devastated. For a long time, I didn’t tell anyone. I felt ashamed. But eventually, while searching for answers, I came across a Reddit thread that mentioned Agent Jasmine Lopez a crypto recovery agent. I reached out, not expecting much. To my surprise, she treated me with kindness, not judgment. She used advanced tools like blockchain forensics, IP tracing, and smart contract analysis and with persistence and legal support, she was able to recover nearly 85% of what I lost. I know not everyone gets that kind of outcome, but thanks to [email protected] WhatsApp at +44 736-644-5035, I’ve started to reclaim not just my assets, but my confidence and peace of mind. If you’re going through something similar, you’re not alone and there is hope.

  • 15.11.25 15:52 [email protected]

    A scam cost me $72,000 in USDT. It shook me up. USDT is a stablecoin linked to the dollar. Its value stays even. I believed I found a safe path to build my wealth. At the start, all seemed fine. My account grew to $120,000 in profits. But when I tried to withdraw, the site locked me out. No way to get in. No money left. Fear took over. I felt stuck and alone. These frauds hit crypto investors often. They lure with fast riches. Then they steal your cash and disappear. Billions vanish each year from such schemes. I looked for aid in every spot. Online boards. Help chats. None helped. Then a buddy offered support. He had dealt with the same issue once. He mentioned Sylvester Bryant. My friend praised his expertise. I contacted him at once. His email is [email protected]. Sylvester Bryant changed everything. He heard my tale with no blame. His crew jumped in quickly. They checked all scam details first. One by one, they followed my lost USDT trail. They used software to track the blockchain. That is the open log of coin transfers. It reveals fund paths. Scammers try to cover their steps. Bryant's team went far. They reached out to related platforms and services. Each day brought progress. No easy ways. They shared updates with me always. Each message and talk stayed open and true. Finally, they got back every dollar. My $52,000 returned whole. The effort needed drive and resolve. Bryant's fairness shone through. He added no secret costs. Only fair pay for the job. My worry faded. I relaxed once more. Nights grew calm. My faith in recovery grew strong. If fraud stole your funds, move fast. Contact Sylvester Bryant. He treats such cases with skill. Email at [email protected]. Or use WhatsApp at +1 512 577 7957 or +44 7428 662701. Do not delay. Reclaim what is yours.

  • 16.11.25 14:43 wendytaylor015

    My name is Wendy Taylor, I'm from Los Angeles, i want to announce to you Viewer how Capital Crypto Recover help me to restore my Lost Bitcoin, I invested with a Crypto broker without proper research to know what I was hoarding my hard-earned money into scammers, i lost access to my crypto wallet or had your funds stolen? Don’t worry Capital Crypto Recover is here to help you recover your cryptocurrency with cutting-edge technical expertise, With years of experience in the crypto world, Capital Crypto Recover employs the best latest tools and ethical hacking techniques to help you recover lost assets, unlock hacked accounts, Whether it’s a forgotten password, Capital Crypto Recover has the expertise to help you get your crypto back. a security company service that has a 100% success rate in the recovery of crypto assets, i lost wallet and hacked accounts. I provided them the information they requested and they began their investigation. To my surprise, Capital Crypto Recover was able to trace and recover my crypto assets successfully within 24hours. Thank you for your service in helping me recover my $647,734 worth of crypto funds and I highly recommend their recovery services, they are reliable and a trusted company to any individuals looking to recover lost money. Contact email [email protected] OR Telegram @Capitalcryptorecover Call/Text Number +1 (336)390-6684 his contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 16.11.25 14:44 wendytaylor015

    My name is Wendy Taylor, I'm from Los Angeles, i want to announce to you Viewer how Capital Crypto Recover help me to restore my Lost Bitcoin, I invested with a Crypto broker without proper research to know what I was hoarding my hard-earned money into scammers, i lost access to my crypto wallet or had your funds stolen? Don’t worry Capital Crypto Recover is here to help you recover your cryptocurrency with cutting-edge technical expertise, With years of experience in the crypto world, Capital Crypto Recover employs the best latest tools and ethical hacking techniques to help you recover lost assets, unlock hacked accounts, Whether it’s a forgotten password, Capital Crypto Recover has the expertise to help you get your crypto back. a security company service that has a 100% success rate in the recovery of crypto assets, i lost wallet and hacked accounts. I provided them the information they requested and they began their investigation. To my surprise, Capital Crypto Recover was able to trace and recover my crypto assets successfully within 24hours. Thank you for your service in helping me recover my $647,734 worth of crypto funds and I highly recommend their recovery services, they are reliable and a trusted company to any individuals looking to recover lost money. Contact email [email protected] OR Telegram @Capitalcryptorecover Call/Text Number +1 (336)390-6684 his contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 16.11.25 20:38 [email protected]

    A scam cost me $72,000 in USDT. It shook me up. USDT is a stablecoin linked to the dollar. Its value stays even. I believed I found a safe path to build my wealth. At the start, all seemed fine. My account grew to $120,000 in profits. But when I tried to withdraw, the site locked me out. No way to get in. No money left. Fear took over. I felt stuck and alone. These frauds hit crypto investors often. They lure with fast riches. Then they steal your cash and disappear. Billions vanish each year from such schemes. I looked for aid in every spot. Online boards. Help chats. None helped. Then a buddy offered support. He had dealt with the same issue once. He mentioned Sylvester Bryant. My friend praised his expertise. I contacted him at once. His email is [email protected]. Sylvester Bryant changed everything. He heard my tale with no blame. His crew jumped in quickly. They checked all scam details first. One by one, they followed my lost USDT trail. They used software to track the blockchain. That is the open log of coin transfers. It reveals fund paths. Scammers try to cover their steps. Bryant's team went far. They reached out to related platforms and services. Each day brought progress. No easy ways. They shared updates with me always. Each message and talk stayed open and true. Finally, they got back every dollar. My $52,000 returned whole. The effort needed drive and resolve. Bryant's fairness shone through. He added no secret costs. Only fair pay for the job. My worry faded. I relaxed once more. Nights grew calm. My faith in recovery grew strong. If fraud stole your funds, move fast. Contact Sylvester Bryant. He treats such cases with skill. Email at [email protected]. Or use WhatsApp at +1 512 577 7957 or +44 7428 662701. Do not delay. Reclaim what is yours.

  • 17.11.25 03:24 johnny231

    INFO@THEBARRYCYBERINVESTIGATIONSDOTCOM is one of the best cyber hackers that i have actually met and had an encounter with, i was suspecting my partner was cheating on me for some time now but i was not sure of my assumptions so i had to contact BARRY CYBER INVESTIGATIONS to help me out with my suspicion. During the cause of their investigation they intercepted his text messages, social media(facebook, twittwer, snapchat whatsapp, instagram),also call logs as well as pictures and videos(deleted files also) they found out my spouse was cheating on me for over 3 years and was already even sending nudes out as well as money to anonymous wallets,so i deciced to file for a divorce and then when i did that i came to the understanding that most of the cryptocurrency we had invested in forex by him was already gone. BARRY CYBER INVESTIGATIONS helped me out through out the cause of my divorce with my spouse they also helped me in retrieving some of the cryptocurrency back, as if that was not enough i decided to introduce them to another of my friend who had lost her most of her savings on a bad crytpo investment and as a result of that it affected her credit score, BARRY CYBER INVESTIGATIONS helped her recover some of the funds back and helped her build her credit score, i have never seen anything like this in my life and to top it off they are very professional and they have intergrity to it you can contact them also on their whatsapp +1814-488-3301. for any hacking or pi jobs you can contact them and i assure you nothing but the best out of the job

  • 17.11.25 11:26 wendytaylor015

    My name is Wendy Taylor, I'm from Los Angeles, i want to announce to you Viewer how Capital Crypto Recover help me to restore my Lost Bitcoin, I invested with a Crypto broker without proper research to know what I was hoarding my hard-earned money into scammers, i lost access to my crypto wallet or had your funds stolen? Don’t worry Capital Crypto Recover is here to help you recover your cryptocurrency with cutting-edge technical expertise, With years of experience in the crypto world, Capital Crypto Recover employs the best latest tools and ethical hacking techniques to help you recover lost assets, unlock hacked accounts, Whether it’s a forgotten password, Capital Crypto Recover has the expertise to help you get your crypto back. a security company service that has a 100% success rate in the recovery of crypto assets, i lost wallet and hacked accounts. I provided them the information they requested and they began their investigation. To my surprise, Capital Crypto Recover was able to trace and recover my crypto assets successfully within 24hours. Thank you for your service in helping me recover my $647,734 worth of crypto funds and I highly recommend their recovery services, they are reliable and a trusted company to any individuals looking to recover lost money. Contact email [email protected] OR Telegram @Capitalcryptorecover Call/Text Number +1 (336)390-6684 his contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 17.11.25 11:27 wendytaylor015

    My name is Wendy Taylor, I'm from Los Angeles, i want to announce to you Viewer how Capital Crypto Recover help me to restore my Lost Bitcoin, I invested with a Crypto broker without proper research to know what I was hoarding my hard-earned money into scammers, i lost access to my crypto wallet or had your funds stolen? Don’t worry Capital Crypto Recover is here to help you recover your cryptocurrency with cutting-edge technical expertise, With years of experience in the crypto world, Capital Crypto Recover employs the best latest tools and ethical hacking techniques to help you recover lost assets, unlock hacked accounts, Whether it’s a forgotten password, Capital Crypto Recover has the expertise to help you get your crypto back. a security company service that has a 100% success rate in the recovery of crypto assets, i lost wallet and hacked accounts. I provided them the information they requested and they began their investigation. To my surprise, Capital Crypto Recover was able to trace and recover my crypto assets successfully within 24hours. Thank you for your service in helping me recover my $647,734 worth of crypto funds and I highly recommend their recovery services, they are reliable and a trusted company to any individuals looking to recover lost money. Contact email [email protected] OR Telegram @Capitalcryptorecover Call/Text Number +1 (336)390-6684 his contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 19.11.25 01:56 VERONICAFREDDIE809

    Earlier this year, I made a mistake that changed everything. I downloaded what I thought was a legitimate trading app I’d found through a Telegram channel. At first, everything looked real until I tried to withdraw. My entire investment vanished into a bot account, and that’s when the truth hit me: I had been scammed. I can’t describe the feeling. It was as if the ground dropped out from under me. I blamed myself. I felt stupid, ashamed, helpless every painful emotion at once. For a while, I couldn’t even talk about it. I thought no one would understand. But then I got connected to the best female expert AGENT Jasmine Lopez,,( [email protected] ) ,She didn’t brush me off or judge me. She took my fear seriously. She followed leads I didn’t even know existed, and identified multiple off-chain indicators and wallet clusters linked to the scammer network, she helped me understand what had truly happened behind the scenes. For the first time since everything fell apart, I felt hope. Hearing that other people students, parents, hardworking people had been targeted the same way made me realize I wasn’t alone. What happened to us wasn’t stupidity. It was a coordinated attack. We were prey in a system built to deceive. And somehow, through all the chaos, Agent Jasmine stepped in and shined a light into the darkest moment of my life. I’m still healing from the experience. It changed me. But it also reminded me that even when you think you’re at the end, sometimes a lifeline appears where you least expect it. Contact her at [email protected] WhatsApp at +44 736-644-5035.

  • 19.11.25 08:11 JuneWatkins

    I’m June Watkins from California. I never thought I’d lose my life savings in Bitcoin. One wrong click, a fake wallet update, and $187,000 vanished in seconds. I cried for days, felt stupid, ashamed, and completely hopeless. But God wouldn’t let me stay silent or defeated. A friend sent me a simple message: “Contact Mbcoin Recovery Group, they specialize in this.” I was skeptical (there are so many scammers), but something in my spirit said “try.” I reached out to Mbcoin Recovery Group through their official site and within minutes their team responded with kindness and clarity. They walked with me step by step, and stayed in constant contact. Three days later, I watched in tears as every single Bitcoin returned to my wallet, 100% recovered. God turned my mess into a message and my shame into a testimony! If you’ve lost crypto and feel it’s gone forever, don’t give up. I’m living proof that recovery is possible. Thank you, Mbcoin Recovery Group, and thank You, Jesus, for never leaving me stranded. contact: (https://mbcoinrecoverygrou.wixsite.com/mb-coin-recovery) (Email: [email protected]) (Call Number: +1 346 954-1564)

  • 19.11.25 08:26 elizabethmadison

    My name is Elizabeth Madison currently living in New York. There was a time I felt completely broken. I had trusted a fraudulent bitcoin investment organization, who turned out to be a fraudster. I sent money, believing their sweet words and promises on the interest rate I will get back in return, only to realize later that I’ve been scammed. On the day of withdrawal there was no money in my account. The pain hit deep. I couldn’t sleep, I kept asking myself how I could have been so careless, meanwhile my mom was battling with a stroke and the expenses were too much. For days, I cried and blamed myself. The betrayal, the disappointment and my mom's health issues all of this stress made me want to give up on life. But one day, I decided that sitting in pain wouldn’t solve anything. I picked myself up and chose to fight for what I lost then I came across GREAT WHIP RECOVERY CYBER SERVICES and saw how he helped people recover their funds from online fraud. I emailed all the transactions and paperwork I had with the fraudulent organization and they helped me recover all my lost money in just five days. If you have ever fallen victim to scammers, contact GREAT WHIP RECOVERY CYBER SERVICES to help you recover every penny you have lost. (Text +1(406)2729101) (Email [email protected])

  • 19.11.25 08:27 elizabethmadison

    My name is Elizabeth Madison currently living in New York. There was a time I felt completely broken. I had trusted a fraudulent bitcoin investment organization, who turned out to be a fraudster. I sent money, believing their sweet words and promises on the interest rate I will get back in return, only to realize later that I’ve been scammed. On the day of withdrawal there was no money in my account. The pain hit deep. I couldn’t sleep, I kept asking myself how I could have been so careless, meanwhile my mom was battling with a stroke and the expenses were too much. For days, I cried and blamed myself. The betrayal, the disappointment and my mom's health issues all of this stress made me want to give up on life. But one day, I decided that sitting in pain wouldn’t solve anything. I picked myself up and chose to fight for what I lost then I came across GREAT WHIP RECOVERY CYBER SERVICES and saw how he helped people recover their funds from online fraud. I emailed all the transactions and paperwork I had with the fraudulent organization and they helped me recover all my lost money in just five days. If you have ever fallen victim to scammers, contact GREAT WHIP RECOVERY CYBER SERVICES to help you recover every penny you have lost. (Text +1(406)2729101) Website https://greatwhiprecoveryc.wixsite.com/greatwhip-site (Email [email protected])

  • 19.11.25 16:30 marcushenderson624

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

  • 19.11.25 16:30 marcushenderson624

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

  • 20.11.25 15:55 mariotuttle94

    HIRE THE BEST HACKER ONLINE FOR CRYPTO BITCOIN SCAM RECOVERY / iFORCE HACKER RECOVERY After a security breach, my husband lost $133,000 in Bitcoin. We sought help from a professional cybersecurity team iForce Hacker Recovery they guided us through each step of the recovery process. Their expertise allowed them to trace the compromised funds and help us understand how the breach occurred. The experience brought us clarity, restored a sense of stability, and reminded us of the importance of strong digital asset and security practices.  Website: ht tps:/ /iforcehackers. c om WhatsApp: +1 240-803-3706 Email: iforcehk @ consultant. c om

  • 21.11.25 10:56 marcushenderson624

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

  • 21.11.25 10:56 marcushenderson624

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

  • 22.11.25 04:41 VERONICAFREDDIE809

    Earlier this year, I made a mistake that changed everything. I downloaded what I thought was a legitimate trading app I’d found through a Telegram channel. At first, everything looked real until I tried to withdraw. My entire investment vanished into a bot account, and that’s when the truth hit me: I had been scammed. I can’t describe the feeling. It was as if the ground dropped out from under me. I blamed myself. I felt stupid, ashamed, helpless every painful emotion at once. For a while, I couldn’t even talk about it. I thought no one would understand. But then I got connected to the best female expert AGENT Jasmine Lopez,,( [email protected] ) ,She didn’t brush me off or judge me. She took my fear seriously. She followed leads I didn’t even know existed, and identified multiple off-chain indicators and wallet clusters linked to the scammer network, she helped me understand what had truly happened behind the scenes. For the first time since everything fell apart, I felt hope. Hearing that other people students, parents, hardworking people had been targeted the same way made me realize I wasn’t alone. What happened to us wasn’t stupidity. It was a coordinated attack. We were prey in a system built to deceive. And somehow, through all the chaos, Agent Jasmine stepped in and shined a light into the darkest moment of my life. I’m still healing from the experience. It changed me. But it also reminded me that even when you think you’re at the end, sometimes a lifeline appears where you least expect it. Contact her at [email protected] WhatsApp at +44 736-644-5035.

  • 22.11.25 22:04 wendytaylor015

    My name is Wendy Taylor, I'm from Los Angeles, i want to announce to you Viewer how Capital Crypto Recover help me to restore my Lost Bitcoin, I invested with a Crypto broker without proper research to know what I was hoarding my hard-earned money into scammers, i lost access to my crypto wallet or had your funds stolen? Don’t worry Capital Crypto Recover is here to help you recover your cryptocurrency with cutting-edge technical expertise, With years of experience in the crypto world, Capital Crypto Recover employs the best latest tools and ethical hacking techniques to help you recover lost assets, unlock hacked accounts, Whether it’s a forgotten password, Capital Crypto Recover has the expertise to help you get your crypto back. a security company service that has a 100% success rate in the recovery of crypto assets, i lost wallet and hacked accounts. I provided them the information they requested and they began their investigation. To my surprise, Capital Crypto Recover was able to trace and recover my crypto assets successfully within 24hours. Thank you for your service in helping me recover my $647,734 worth of crypto funds and I highly recommend their recovery services, they are reliable and a trusted company to any individuals looking to recover lost money. Contact email [email protected] OR Telegram @Capitalcryptorecover Call/Text Number +1 (336)390-6684 his contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 22.11.25 22:04 wendytaylor015

    My name is Wendy Taylor, I'm from Los Angeles, i want to announce to you Viewer how Capital Crypto Recover help me to restore my Lost Bitcoin, I invested with a Crypto broker without proper research to know what I was hoarding my hard-earned money into scammers, i lost access to my crypto wallet or had your funds stolen? Don’t worry Capital Crypto Recover is here to help you recover your cryptocurrency with cutting-edge technical expertise, With years of experience in the crypto world, Capital Crypto Recover employs the best latest tools and ethical hacking techniques to help you recover lost assets, unlock hacked accounts, Whether it’s a forgotten password, Capital Crypto Recover has the expertise to help you get your crypto back. a security company service that has a 100% success rate in the recovery of crypto assets, i lost wallet and hacked accounts. I provided them the information they requested and they began their investigation. To my surprise, Capital Crypto Recover was able to trace and recover my crypto assets successfully within 24hours. Thank you for your service in helping me recover my $647,734 worth of crypto funds and I highly recommend their recovery services, they are reliable and a trusted company to any individuals looking to recover lost money. Contact email [email protected] OR Telegram @Capitalcryptorecover Call/Text Number +1 (336)390-6684 his contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 22.11.25 22:05 wendytaylor015

    My name is Wendy Taylor, I'm from Los Angeles, i want to announce to you Viewer how Capital Crypto Recover help me to restore my Lost Bitcoin, I invested with a Crypto broker without proper research to know what I was hoarding my hard-earned money into scammers, i lost access to my crypto wallet or had your funds stolen? Don’t worry Capital Crypto Recover is here to help you recover your cryptocurrency with cutting-edge technical expertise, With years of experience in the crypto world, Capital Crypto Recover employs the best latest tools and ethical hacking techniques to help you recover lost assets, unlock hacked accounts, Whether it’s a forgotten password, Capital Crypto Recover has the expertise to help you get your crypto back. a security company service that has a 100% success rate in the recovery of crypto assets, i lost wallet and hacked accounts. I provided them the information they requested and they began their investigation. To my surprise, Capital Crypto Recover was able to trace and recover my crypto assets successfully within 24hours. Thank you for your service in helping me recover my $647,734 worth of crypto funds and I highly recommend their recovery services, they are reliable and a trusted company to any individuals looking to recover lost money. Contact email [email protected] OR Telegram @Capitalcryptorecover Call/Text Number +1 (336)390-6684 his contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 23.11.25 03:34 Matt Kegan

    SolidBlock Forensics are absolutely the best Crypto forensics team, they're swift to action and accurate

  • 23.11.25 09:54 elizabethrush89

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

  • 23.11.25 18:01 mosbygerry

    I recently had the opportunity to work with a skilled programmer who specialized in recovering crypto assets, and the results were nothing short of impressive. The experience not only helped me regain control of my investments but also provided valuable insight into the intricacies of cryptocurrency technology and cybersecurity. The journey began when I attempted to withdraw $183,000 from an investment firm, only to encounter a series of challenges that made it impossible for me to access my funds. Despite seeking assistance from individuals claiming to be Bitcoin miners, I was unable to recover my investments. The situation was further complicated by the fact that all my deposits were made using various cryptocurrencies that are difficult to trace. However, I persisted in my pursuit of recovery, driven by the determination to reclaim my losses. It was during this time that I discovered TechY Force Cyber Retrieval, a team of experts with a proven track record of successfully recovering crypto assets. With their assistance, I was finally able to recover my investments, and in doing so, gained a deeper understanding of the complex mechanisms that underpin cryptocurrency transactions. The experience taught me that with the right expertise and guidance, even the most seemingly insurmountable challenges can be overcome. I feel a sense of obligation to share my positive experience with others who may have fallen victim to cryptocurrency scams or are struggling to recover their investments. If you find yourself in a similar situation, I highly recommend seeking the assistance of a trustworthy and skilled programmer, such as those at TechY Force Cyber Retrieval. WhatsApp (+1561726 3697) or (+1561726 3697). Their expertise and dedication to helping individuals recover their crypto assets are truly commendable, and I have no hesitation in endorsing their services to anyone in need. By sharing my story, I hope to provide a beacon of hope for those who may have lost faith in their ability to recover their investments and to emphasize the importance of seeking professional help when navigating the complex world of cryptocurrency.

  • 24.11.25 11:43 michaeldavenport238

    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

  • 24.11.25 11:43 michaeldavenport238

    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

  • 24.11.25 16:34 Mundo

    I wired 120k in crypto to the wrong wallet. One dumb slip-up, and poof gone. That hit me hard. Lost everything I had built up. Crypto moves on the blockchain. It's like a public record book. Once you send, that's it. No take-backs. Banks can fix wire mistakes. Not here. Transfers stick forever. a buddy tipped me off right away. Meet Sylvester Bryant. Guy's a pro at pulling back lost crypto. Handles cases others can't touch, he spots scammer moves cold. Follows money down secret paths. Mixers. Fake trades. Hidden swaps. You name it, he tracks it. this happens to tons of folks. Fat-finger a key. Miss one digit in the address. Boom. Billions vanish like that each year. I panicked. Figured my stash was toast for good. Bryant flipped the script. He jumps on hard jobs quick. Digs deep. Cracks the trail. Got my funds back safe. You're in the same boat? Don't sit there. Hit him up today. Email [email protected]. WhatsApp +1 512 577 7957. Or +44 7428 662701. Time's your enemy here. Scammers spend fast. Chains churn non-stop. Move now. Grab your cash back home.

  • 25.11.25 05:15 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

  • 25.11.25 13:31 mickaelroques52

    CRYPTO TRACING AND INVESTIGATION EXPERT: HOW TO RECOVER STOLEN CRYPTO_HIRE RAPID DIGITAL RECOVERY

  • 25.11.25 13:31 mickaelroques52

    I’ve always considered myself a careful person when it comes to money, but even the most cautious people can be fooled. A few months ago, I invested some of my Bitcoin into what I believed was a legitimate platform. Everything seemed right, professional website, live chat support and even convincing testimonials. I thought I had done my homework. But when I tried to withdraw my funds, everything fell apart. My account was blocked, the so-called support team disappeared and I realized I had been scammed. The shock was overwhelming. I couldn’t believe I had fallen for it. That Bitcoin represented years of savings and sacrifices and it felt like everything had been stolen from me in seconds. I didn’t sleep for days and I was angry at myself for trusting the wrong people. In my desperation, I started searching for solutions and came across Rapid Digital Recovery. At first, I thought it was just another promise that would lead nowhere. But after speaking with them, I realized this was different. They were professional, clear and understanding. They explained exactly how they track stolen funds through blockchain forensics and what steps would be taken in my case. I gave them all the transaction details and they immediately got to work. What impressed me most was their transparency, they gave me updates regularly and kept me involved in the process. After weeks of investigation, they achieved what I thought was impossible: they recovered my stolen Bitcoin and safely returned it to my wallet. The relief I felt that day is indescribable. I went from feeling hopeless and broken to feeling like I had been given a second chance. I am forever grateful to Rapid Digital Recovery. They didn’t just recover my money, they restored my peace of mind. If you’re reading this because you’ve been scammed, please know you’re not alone and that recovery is possible. I’m living proof that with the right help, you can get your funds back... Contact Info Below WhatSapp:  + 1 414 807 1485 Email:  rapiddigitalrecovery (@) execs. com Telegram:  + 1 680 5881 631

  • 26.11.25 18:18 harristhomas7376

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

  • 26.11.25 18:20 harristhomas7376

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

  • 26.11.25 19:13 James Robert

    I am James Robert from Chicago. Few months ago, I fell victim to an online Bitcoin investment scheme that promised high returns within a short period. At first, everything seemed legitimate, their website looked professional, and the people behind it were very convincing. I invested a significant amount of money about $440,000 with the way they talk to me into investing on their bitcoin platform. Two months later I realized that it was a scam when I could no longer have  access to  my account and couldn’t withdraw my money. At first, I lost hope that I wouldn't be able to get my money back, I cried and was angry at how I even fell victim to a scam. For days after doing some research and seeking professional help online, I came across GREAT WHIP RECOVERY CYBER SERVICES and saw how they have helped people recover their money back from scammers. I reported the case immediately to them and gather every transaction detail, documentation and sent it to them. Today, I’m very happy because the GREAT WHIP RECOVERY CYBER SERVICES help me recover all my money I was scammed. You can contact GREAT WHIP RECOVERY CYBER SERVICES if you have ever fallen victim to scam. Email: [email protected] or Website https://greatwhiprecoveryc.wixsite.com/greatwhip-site

  • 26.11.25 19:13 James Robert

    I am James Robert from Chicago. Few months ago, I fell victim to an online Bitcoin investment scheme that promised high returns within a short period. At first, everything seemed legitimate, their website looked professional, and the people behind it were very convincing. I invested a significant amount of money about $440,000 with the way they talk to me into investing on their bitcoin platform. Two months later I realized that it was a scam when I could no longer have  access to  my account and couldn’t withdraw my money. At first, I lost hope that I wouldn't be able to get my money back, I cried and was angry at how I even fell victim to a scam. For days after doing some research and seeking professional help online, I came across GREAT WHIP RECOVERY CYBER SERVICES and saw how they have helped people recover their money back from scammers. I reported the case immediately to them and gather every transaction detail, documentation and sent it to them. Today, I’m very happy because the GREAT WHIP RECOVERY CYBER SERVICES help me recover all my money I was scammed. You can contact GREAT WHIP RECOVERY CYBER SERVICES if you have ever fallen victim to scam. Email: [email protected] or Website https://greatwhiprecoveryc.wixsite.com/greatwhip-site

  • 26.11.25 19:13 James Robert

    I am James Robert from Chicago. Few months ago, I fell victim to an online Bitcoin investment scheme that promised high returns within a short period. At first, everything seemed legitimate, their website looked professional, and the people behind it were very convincing. I invested a significant amount of money about $440,000 with the way they talk to me into investing on their bitcoin platform. Two months later I realized that it was a scam when I could no longer have  access to  my account and couldn’t withdraw my money. At first, I lost hope that I wouldn't be able to get my money back, I cried and was angry at how I even fell victim to a scam. For days after doing some research and seeking professional help online, I came across GREAT WHIP RECOVERY CYBER SERVICES and saw how they have helped people recover their money back from scammers. I reported the case immediately to them and gather every transaction detail, documentation and sent it to them. Today, I’m very happy because the GREAT WHIP RECOVERY CYBER SERVICES help me recover all my money I was scammed. You can contact GREAT WHIP RECOVERY CYBER SERVICES if you have ever fallen victim to scam. Email: [email protected] or Website https://greatwhiprecoveryc.wixsite.com/greatwhip-site

  • 27.11.25 10:56 harristhomas7376

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

  • 27.11.25 10:56 harristhomas7376

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

  • 27.11.25 20:04 deborah113

    Scammed Crypto Asset Recovery Solution Hire iFORCE HACKER RECOVERY When I traded online, I lost both my investment money and the anticipated gains.  Before permitting any withdrawals, the site kept requesting more money, and soon I recognized I had been duped.  It was really hard to deal with the loss after their customer service ceased responding.  I saw a Facebook testimonial about how iForce Hacker Recovery assisted a victim of fraud in getting back the bitcoin she had transferred to con artists.  I contacted iForce Hacker Recovery, submitted all relevant case paperwork, and meticulously followed the guidelines.  I'm relieved that I was eventually able to get my money back, including the gains that were initially displayed on my account. I'm sharing my story to let others who have been conned know that you can recover your money. WhatsApp: +1 240-803-3706 Email: iforcehk @ consultant. c om Website: ht tps:/ /iforcehackers. c om

  • 27.11.25 23:48 elizabethrush89

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

  • 27.11.25 23:48 elizabethrush89

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

  • 28.11.25 00:08 VERONICAFREDDIE809

    Earlier this year, I made a mistake that changed everything. I downloaded what I thought was a legitimate trading app I’d found through a Telegram channel. At first, everything looked real until I tried to withdraw. My entire investment vanished into a bot account, and that’s when the truth hit me: I had been scammed. I can’t describe the feeling. It was as if the ground dropped out from under me. I blamed myself. I felt stupid, ashamed, helpless every painful emotion at once. For a while, I couldn’t even talk about it. I thought no one would understand. But then I found someone Agent Jasmine Lopez ([email protected])WhatsApp at +44 736-644-5035. ,She didn’t brush me off or judge me. She took my fear seriously. She followed leads I didn’t even know existed, and identified multiple off-chain indicators and wallet clusters linked to the scammer network, she helped me understand what had truly happened behind the scenes. For the first time since everything fell apart, I felt hope. Hearing that other people students, parents, hardworking people had been targeted the same way made me realize I wasn’t alone. What happened to us wasn’t stupidity. It was a coordinated attack. We were prey in a system built to deceive. And somehow, through all the chaos, Agent Jasmine stepped in and shined a light into the darkest moment of my life. I’m still healing from the experience. It changed me. But it also reminded me that even when you think you’re at the end, sometimes a lifeline appears where you least expect it.

  • 28.11.25 11:15 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

  • 28.11.25 11:15 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

  • 28.11.25 11:43 elizabethmadison

    My name is Elizabeth Madison currently living in New York. There was a time I felt completely broken. I had trusted a fraudulent bitcoin investment organization, who turned out to be a fraudster. I sent money, believing their sweet words and promises on the interest rate I will get back in return, only to realize later that I’ve been scammed. On the day of withdrawal there was no money in my account. The pain hit deep. I couldn’t sleep, I kept asking myself how I could have been so careless, meanwhile my mom was battling with a stroke and the expenses were too much. For days, I cried and blamed myself. The betrayal, the disappointment and my mom's health issues all of this stress made me want to give up on life. But one day, I decided that sitting in pain wouldn’t solve anything. I picked myself up and chose to fight for what I lost then I came across GREAT WHIP RECOVERY CYBER SERVICES and saw how he helped people recover their funds from online fraud. I emailed all the transactions and paperwork I had with the fraudulent organization and they helped me recover all my lost money in just five days. If you have ever fallen victim to scammers, contact GREAT WHIP RECOVERY CYBER SERVICES to help you recover every penny you have lost. (Text +1(406)2729101) Website https://greatwhiprecoveryc.wixsite.com/greatwhip-site (Email [email protected])

  • 28.11.25 11:43 elizabethmadison

    My name is Elizabeth Madison currently living in New York. There was a time I felt completely broken. I had trusted a fraudulent bitcoin investment organization, who turned out to be a fraudster. I sent money, believing their sweet words and promises on the interest rate I will get back in return, only to realize later that I’ve been scammed. On the day of withdrawal there was no money in my account. The pain hit deep. I couldn’t sleep, I kept asking myself how I could have been so careless, meanwhile my mom was battling with a stroke and the expenses were too much. For days, I cried and blamed myself. The betrayal, the disappointment and my mom's health issues all of this stress made me want to give up on life. But one day, I decided that sitting in pain wouldn’t solve anything. I picked myself up and chose to fight for what I lost then I came across GREAT WHIP RECOVERY CYBER SERVICES and saw how he helped people recover their funds from online fraud. I emailed all the transactions and paperwork I had with the fraudulent organization and they helped me recover all my lost money in just five days. If you have ever fallen victim to scammers, contact GREAT WHIP RECOVERY CYBER SERVICES to help you recover every penny you have lost. (Text +1(406)2729101) Website https://greatwhiprecoveryc.wixsite.com/greatwhip-site (Email [email protected])

  • 29.11.25 12:35 elizabethrush89

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

  • 29.11.25 12:35 elizabethrush89

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

  • 29.11.25 12:35 elizabethrush89

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

  • 30.11.25 20:37 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

  • 01.12.25 12:27 Thomas Muller

    YOU CAN REACH OUT TO GREAT WHIP RECOVERY CYBER SERVICES FOR HELP TO RECOVER YOUR STOLEN BTC OR ETH BACK WHATSAPP +1(208)713-0697 I once fell victim to online investment scheme that cost me a devastating €254,000. I’m Thomas Muller from Berlin, Germany. The person I trusted turned out to be a fraud, and the moment I realized I’d been deceived, my entire world stopped. I immediately began searching for legitimate ways to recover my funds and hold the scammer accountable. During my search, I came across several testimonies of how Great Whip Recovery Cyber Services helped some people recover money they lost to cyber fraud, I contacted Great Whip Recovery Cyber Service team and provided all the evidence I had. Within about 36 hours, the experts traced the digital trail left by the fraudster, the individual was eventually tracked down and I recovered all my money back. You can contact them with,  website https://greatwhiprecoveryc.wixsite.com/greatwhip-site  text +1(406)2729101 email [email protected]

  • 01.12.25 12:27 Thomas Muller

    YOU CAN REACH OUT TO GREAT WHIP RECOVERY CYBER SERVICES FOR HELP TO RECOVER YOUR STOLEN BTC OR ETH BACK WHATSAPP +1(208)713-0697 I once fell victim to online investment scheme that cost me a devastating €254,000. I’m Thomas Muller from Berlin, Germany. The person I trusted turned out to be a fraud, and the moment I realized I’d been deceived, my entire world stopped. I immediately began searching for legitimate ways to recover my funds and hold the scammer accountable. During my search, I came across several testimonies of how Great Whip Recovery Cyber Services helped some people recover money they lost to cyber fraud, I contacted Great Whip Recovery Cyber Service team and provided all the evidence I had. Within about 36 hours, the experts traced the digital trail left by the fraudster, the individual was eventually tracked down and I recovered all my money back. You can contact them with,  website https://greatwhiprecoveryc.wixsite.com/greatwhip-site  text +1(406)2729101 email [email protected]

  • 01.12.25 23:45 michaeldavenport238

    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

  • 01.12.25 23:45 michaeldavenport238

    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

  • 02.12.25 02:21 donald121

    In 2025 alone, hackers stole over $1.5 billion in digital assets from users worldwide. That's a wake-up call for anyone holding crypto. Theft hits hard because once funds move, they're tough to get back. Common ways it happens include phishing emails that trick you into giving up keys, big exchange breaches, or malware sneaking into your wallet. Marie guide walks you through steps to recover stolen cryptocurrency. You'll learn quick actions to stop more loss, how to trace funds, and ways to fight back legally. Plus, tips to avoid this mess next time. reach her (infocyberrecoveryinc@gmail com and whatsapp:+1 7127594675)

  • 02.12.25 15:05 Matt Kegan

    Reach out to SolidBlock Forensics if you want to get back your coins from fake crypto investment or your wallet was compromised and all your coins gone. SolidBlock Forensics provide deep ethical analysis and investigation that enables them to trace these schemes, and recover all your funds. Their services are professional and reliable. 

  • 03.12.25 09:22 tyrelldavis1

    I still recall the day I fell victim to an online scam, losing a substantial amount of money to a cunning fraudster. The feeling of helplessness and despair that followed was overwhelming, and I thought I had lost all hope of ever recovering my stolen funds. However, after months of searching for a solution, I stumbled upon a beacon of hope - GRAYWARE TECH SERVICE, a highly reputable and exceptionally skilled investigative and recovery firm. Their team of expert cybersecurity professionals specializes in tracking and retrieving money lost to internet fraud, and I was impressed by their unwavering dedication to helping victims like me. With their extensive knowledge and cutting-edge technology, they were able to navigate the complex world of online finance and identify the culprits behind my loss. What struck me most about GRAYWARE TECH SERVICE was their unparalleled expertise and exceptional customer service. They took the time to understand my situation, provided me with regular updates, and kept me informed throughout the entire recovery process. Their transparency and professionalism were truly reassuring, and I felt confident that I had finally found a reliable partner to help me recover my stolen money. Thanks to GRAYWARE TECH SERVICE, I was able to recover a significant portion of my lost funds, and I am forever grateful for their assistance. Their success in retrieving my money not only restored my financial stability but also restored my faith in the ability of authorities to combat online fraud. If you have fallen victim to internet scams, I highly recommend reaching out to GRAYWARE TECH SERVICE - their expertise and dedication to recovering stolen funds are unparalleled, and they may be your only hope for retrieving what is rightfully yours. You can reach them on whatsapp+18582759508 web at ( https://graywaretechservice.com/ )    also on Mail: ([email protected]

  • 03.12.25 21:01 VERONICAFREDDIE809

    Earlier this year, I made a mistake that changed everything. I downloaded what I thought was a legitimate trading app I’d found through a Telegram channel. At first, everything looked real until I tried to withdraw. My entire investment vanished into a bot account, and that’s when the truth hit me: I had been scammed. I can’t describe the feeling. It was as if the ground dropped out from under me. I blamed myself. I felt stupid, ashamed, helpless every painful emotion at once. For a while, I couldn’t even talk about it. I thought no one would understand. But then I found someone Agent Jasmine Lopez ([email protected]) ,She didn’t brush me off or judge me. She took my fear seriously. She followed leads I didn’t even know existed, and identified multiple off-chain indicators and wallet clusters linked to the scammer network, she helped me understand what had truly happened behind the scenes. For the first time since everything fell apart, I felt hope. Hearing that other people students, parents, hardworking people had been targeted the same way made me realize I wasn’t alone. What happened to us wasn’t stupidity. It was a coordinated attack. We were prey in a system built to deceive. And somehow, through all the chaos, Agent Jasmine stepped in and shined a light into the darkest moment of my life. I’m still healing from the experience. It changed me. But it also reminded me that even when you think you’re at the end, sometimes a lifeline appears where you least expect it. Contact her at [email protected] WhatsApp at +44 736-644-5035.

  • 03.12.25 22:17 Tonerdomark

    I lost $300,000 in USDC to a phishing scam. Scammers tricked me with a fake wallet link. They drained my account fast. I felt hopeless. No way to get it back. Then Sylvester stepped in. His skills traced the funds. He recovered every bit. USDC is a stablecoin tied to the dollar. Phishing scams hit hard in crypto. They fool you with urgent emails or sites. Billions vanish each year this way. Sylvester knows blockchain tracks. He used tools to follow the trail. I got my money back in weeks. Skills like his turn loss to win. Don't wait if scammed. Contact Mr. Sylvester now. Email: yt7cracker@gmail. com. WhatsApp only: + 1 512 577 7957 or + 44 7428 662701. He helped me. He can help you.

  • 04.12.25 01:37 michaeldavenport238

    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

  • 04.12.25 01:37 michaeldavenport238

    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

  • 04.12.25 04:35 Tonerdomark

    I lost $300,000 in USDC to a phishing scam. Scammers tricked me with a fake wallet link. They drained my account fast. I felt hopeless. No way to get it back. Then Sylvester stepped in. His skills traced the funds. He recovered every bit. USDC is a stablecoin tied to the dollar. Phishing scams hit hard in crypto. They fool you with urgent emails or sites. Billions vanish each year this way. Sylvester knows blockchain tracks. He used tools to follow the trail. I got my money back in weeks. Skills like his turn loss to win. Don't wait if scammed. Contact Mr. Sylvester now. Email: [email protected]. WhatsApp only: + 1 512 577 7957 or + 44 7428 662701. He helped me. He can help you.

  • 04.12.25 10:32 Tonerdomark

    I lost $300,000 in USDC to a phishing scam. Scammers tricked me with a fake wallet link. They drained my account fast. I felt hopeless. No way to get it back. Then Sylvester stepped in. His skills traced the funds. He recovered every bit. USDC is a stablecoin tied to the dollar. Phishing scams hit hard in crypto. They fool you with urgent emails or sites. Billions vanish each year this way. Sylvester knows blockchain tracks. He used tools to follow the trail. I got my money back in weeks. Skills like his turn loss to win. Don't wait if scammed. Contact Mr. Sylvester now. Email: [email protected]. WhatsApp only: + 1 512 577 7957 or + 44 7428 662701. He helped me. He can help you.

  • 04.12.25 18:25 smithhazael

    Hire Proficient Expert Consultant For any form of lost crypto "A man in Indonesia tragically took his own life after losing his family's savings to a scam. The shame and blame were too much to bear. It's heartbreaking to think he might still be alive if he knew help existed. "PROFICIENT EXPERT CONSULTANTS, I worked alongside PROFICIENT EXPERT CONSULTANTS when I lost my funds to an investment platform on Telegram. PROFICIENT EXPERT CONSULTANTS did a praiseworthy job, tracked and successfully recovered all my lost funds a total of $770,000 within 48hours after contacting them, with their verse experience in recovery issues and top tier skills they were able to transfer back all my funds into my account, to top it up I had full access to my account and immediately converted it to cash, they handled my case with professionalism and empathy and successfully recovered all my lost funds, with so many good reviews about PROFICIENT EXPERT CONSULTANTS, I’m glad I followed my instincts after reading all the reviews and I was able to recovery everything I thought I had lost, don’t commit suicide if in any case you are caught in the same situation, contact: Proficientexpert@consultant. com Telegram: @ PROFICIENTEXPERT, the reliable experts in recovery.

  • 04.12.25 21:45 elizabethrush89

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

  • 04.12.25 21:45 elizabethrush89

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

  • 05.12.25 08:35 into11

    The digital world of cryptocurrency offers big chances, but it also hides tricky scams. Losing your crypto to fraud feels awful. It can leave you feeling lost and violated. This guide tells you what to do right away if a crypto scam has hit you. These steps can help you get funds back or stop more trouble. Knowing what to do fast can change everything,reach marie ([email protected] and whatsapp:+1 7127594675)

  • 05.12.25 08:48 Tonerdomark

    SYLVESTER BRYANT WAS A PROFESSIONAL/ RELIABLE HACKER AND HIGHLY RECOMMENDED I’m very excited to speak about him as a Bitcoin Recovery agent, this cyber security company was able to assist me in recovering my stolen funds in cryptocurrency. I’m truly amazed by their excellent service and professional work. I never thought I could get back my funds until I approached them with my problems and provided all the necessary information. It took them time to recover my funds and I was amazed. Without any doubt, I highly recommend Sylvester for your BITCOIN, USDC, USDT, ETH Recovery, for all Cryptocurrency recovery, digital funds recovery, hacking Related issues, contact Sylvester Bryant professional services waapp only= +1 512 577 7957 or + 44 7428 662701 EMAIL = [email protected]

  • 06.12.25 01:44 Tonerdomark

    SYLVESTER BRYANT WAS A PROFESSIONAL/ RELIABLE HACKER AND HIGHLY RECOMMENDED I’m very excited to speak about him as a Bitcoin Recovery agent, this cyber security company was able to assist me in recovering my stolen funds in cryptocurrency. I’m truly amazed by their excellent service and professional work. I never thought I could get back my funds until I approached them with my problems and provided all the necessary information. It took them time to recover my funds and I was amazed. Without any doubt, I highly recommend Sylvester for your BITCOIN, USDC, USDT, ETH Recovery, for all Cryptocurrency recovery, digital funds recovery, hacking Related issues, contact Sylvester Bryant professional services waapp only= +1 512 577 7957 or + 44 7428 662701 EMAIL = [email protected]

  • 06.12.25 01:48 Tonerdomark

    SYLVESTER BRYANT WAS A PROFESSIONAL/ RELIABLE HACKER AND HIGHLY RECOMMENDED I’m very excited to speak about him as a Bitcoin Recovery agent, this cyber security company was able to assist me in recovering my stolen funds in cryptocurrency. I’m truly amazed by their excellent service and professional work. I never thought I could get back my funds until I approached them with my problems and provided all the necessary information. It took them time to recover my funds and I was amazed. Without any doubt, I highly recommend Sylvester for your BITCOIN, USDC, USDT, ETH Recovery, for all Cryptocurrency recovery, digital funds recovery, hacking Related issues, contact Sylvester Bryant professional services waapp only= +1 512 577 7957 or + 44 7428 662701 EMAIL = [email protected]

  • 06.12.25 10:36 Thomas Muller

    YOU CAN REACH OUT TO GREAT WHIP RECOVERY CYBER SERVICES FOR HELP TO RECOVER YOUR STOLEN BTC OR ETH BACK WHATSAPP +1(208)713-0697 I once fell victim to online investment scheme that cost me a devastating €254,000. I’m Thomas Muller from Berlin, Germany. The person I trusted turned out to be a fraud, and the moment I realized I’d been deceived, my entire world stopped. I immediately began searching for legitimate ways to recover my funds and hold the scammer accountable. During my search, I came across several testimonies of how Great Whip Recovery Cyber Services helped some people recover money they lost to cyber fraud, I contacted Great Whip Recovery Cyber Service team and provided all the evidence I had. Within about 36 hours, the experts traced the digital trail left by the fraudster, the individual was eventually tracked down and I recovered all my money back. You can contact them with,  website https://greatwhiprecoveryc.wixsite.com/greatwhip-site  text +1(406)2729101 email [email protected]

  • 06.12.25 10:36 Thomas Muller

    YOU CAN REACH OUT TO GREAT WHIP RECOVERY CYBER SERVICES FOR HELP TO RECOVER YOUR STOLEN BTC OR ETH BACK WHATSAPP +1(208)713-0697 I once fell victim to online investment scheme that cost me a devastating €254,000. I’m Thomas Muller from Berlin, Germany. The person I trusted turned out to be a fraud, and the moment I realized I’d been deceived, my entire world stopped. I immediately began searching for legitimate ways to recover my funds and hold the scammer accountable. During my search, I came across several testimonies of how Great Whip Recovery Cyber Services helped some people recover money they lost to cyber fraud, I contacted Great Whip Recovery Cyber Service team and provided all the evidence I had. Within about 36 hours, the experts traced the digital trail left by the fraudster, the individual was eventually tracked down and I recovered all my money back. You can contact them with,  website https://greatwhiprecoveryc.wixsite.com/greatwhip-site  text +1(406)2729101 email [email protected]

  • 06.12.25 10:39 michaeldavenport238

    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

  • 06.12.25 10:42 michaeldavenport238

    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

  • 07.12.25 08:43 Tonerdomark

    SYLVESTER BRYANT WAS A PROFESSIONAL/ RELIABLE HACKER AND HIGHLY RECOMMENDED I’m very excited to speak about him as a Bitcoin Recovery agent, this cyber security company was able to assist me in recovering my stolen funds in cryptocurrency. I’m truly amazed by their excellent service and professional work. I never thought I could get back my funds until I approached them with my problems and provided all the necessary information. It took them time to recover my funds and I was amazed. Without any doubt, I highly recommend Sylvester for your BITCOIN, USDC, USDT, ETH Recovery, for all Cryptocurrency recovery, digital funds recovery, hacking Related issues, contact Sylvester Bryant professional services waapp only= +1 512 577 7957 or + 44 7428 662701 EMAIL = [email protected]

  • 08.12.25 02:17 liam

    I recently fell a victim of cryptocurrency investment and mining scam, I lost almost all my life savings to BTC scammers. I almost gave up because the amount of crypto I lost was too much. So I spoke to a friend who told me about ANTHONYDAVIESTECH company. I Contacted them through their email and i provided them with the necessary information they requested from me and they told me to be patient and wait to see the outcome of their job. I was shocked after two days my Bitcoin was returned to my Wallet. All thanks to them for their genius work. I Contacted them via Email: anthonydaviestech @ gmail . com all thanks to my friend who saved my life

  • 08.12.25 09:07 Tonerdomark

    SYLVESTER BRYANT WAS A PROFESSIONAL/ RELIABLE HACKER AND HIGHLY RECOMMENDED I’m very excited to speak about him as a Bitcoin Recovery agent, this cyber security company was able to assist me in recovering my stolen funds in cryptocurrency. I’m truly amazed by their excellent service and professional work. I never thought I could get back my funds until I approached them with my problems and provided all the necessary information. It took them time to recover my funds and I was amazed. Without any doubt, I highly recommend Sylvester for your BITCOIN, USDC, USDT, ETH Recovery, for all Cryptocurrency recovery, digital funds recovery, hacking Related issues, contact Sylvester Bryant professional services waapp only= +1 512 577 7957 or + 44 7428 662701 EMAIL = [email protected]

  • 09.12.25 00:18 swanky

    For a long time, I had heard tales of individuals striking it rich through cryptocurrency investments, but I had little knowledge of how the system operated. The potential for financial gain piqued my interest, and I decided to dive in and invest. To help me navigate this complex landscape, I joined a group of online traders who promised to guide me through the investment process. Their confidence and expertise made me feel reassured about my decision.After spending some time learning from them and observing their trading strategies, I felt compelled to invest a substantial amount of money to which i lost, now in search of recovering my funds i got referred to anthonydavies on telegram a funds recovery specialist with his team help i was able to get back $300000 of my usdc back. you can reach him via anthonydaviestech AT gmail dot com

  • 09.12.25 01:01 Tonerdomark

    SYLVESTER BRYANT WAS A PROFESSIONAL/ RELIABLE HACKER AND HIGHLY RECOMMENDED I’m very excited to speak about him as a Bitcoin Recovery agent, this cyber security company was able to assist me in recovering my stolen funds in cryptocurrency. I’m truly amazed by their excellent service and professional work. I never thought I could get back my funds until I approached them with my problems and provided all the necessary information. It took them time to recover my funds and I was amazed. Without any doubt, I highly recommend Sylvester for your BITCOIN, USDC, USDT, ETH Recovery, for all Cryptocurrency recovery, digital funds recovery, hacking Related issues, contact Sylvester Bryant professional services waapp only= +1 512 577 7957 or + 44 7428 662701 EMAIL = Yt7CRACKER@gmail. com

  • 09.12.25 05:44 swanky

    For a long time, I had heard tales of individuals striking it rich through cryptocurrency investments, but I had little knowledge of how the system operated. The potential for financial gain piqued my interest, and I decided to dive in and invest. To help me navigate this complex landscape, I joined a group of online traders who promised to guide me through the investment process. Their confidence and expertise made me feel reassured about my decision.After spending some time learning from them and observing their trading strategies, I felt compelled to invest a substantial amount of money to which i lost, now in search of recovering my funds i got referred to anthonydavies on telegram a funds recovery specialist with his team help i was able to get back $300000 of my usdc back. you can reach him via anthonydaviestech AT gmail dot com

  • 09.12.25 10:24 lane3215

    It is distressing to lose USDT to a bitcoin wallet hack. Although challenging, recovering stolen USDT is feasible. Your chances increase if you move swiftly and strategically. Marie can help you with reporting the theft, recovering USDT, and taking immediate action. You can reach her via mail at [email protected], WhatsApp at +1 7127594675.

  • 09.12.25 10:25 lane3215

    It is distressing to lose USDT to a bitcoin wallet hack. Although challenging, recovering stolen USDT is feasible. Your chances increase if you move swiftly and strategically. Marie can help you with reporting the theft, recovering USDT, and taking immediate action. You can reach her via mail at [email protected], WhatsApp at +1 7127594675.

  • 09.12.25 14:16 Matt Kegan

    Grateful i came across SolidBlock Forensics. After investing in crypto trade and couldn't make withdrawals, it dawned on me something was wrong. They kept on asking for taxes, fees for maintenance, and more money for admin reasons. But being represented by SolidBlock Forensics, i was able to file reports, and finally, received all my investments with returns. Its great to know we have professionals that handle such issues and get the job done. 

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