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Дискуссия: RnD на стероидах: вычислительная революция, AI-агенты с суперпамятью и новая эра кибербезопасности

Технические дискуссии на Conversations — это про глубокое погружение в происходящее на рынке, про попытки нащупать настоящие болевые точки индустрии, задать неудобные вопросы и услышать честные ответы. В этот раз на сцене собрались эксперты из SberAI, Авито, Т-Банка и Raft, чтобы вместе с Just AI обсудить автономных агентов с суперпамятью, вызовы vibe coding и новую эру кибербезопасности. Вашему вниманию — расшифровка интереснейшей дискуссии!

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О скорости изменений в индустрии и методах отслеживания важных технологических релизов, перспективах вычислительной революции, альтернативах NVIDIA и безопасности LLM, подходах к вайбкодингу в разработке и кейсах применения AI-ассистентов и многом другом расскажут:

  • Илья Карев — Team Lead GenAI Solutions, Just AI

  • Сергей Марков — популяризатор науки, директор по развитию технологий искусственного интеллекта SberAI

  • Олег Королев — руководитель разработки AI Lab, Авито

  • Евгений Кокуйкин — сооснователь Raft и SeoHive Trace

  • Александр Поломодов — технический директор Т-Банка

О скорости изменений в индустрии и методах отслеживания важных технологических релизов

За последние годы, примерно с появления GPT-3.5 Turbo, генеративные модели стали использовать повсеместно: от исследований космоса до генерации видео. Стало появляться множество инструментов, моделей, архитектур, методов файн-тюнинга и т.д. Для этого придумали термин «ИИ-турбулентность» — когда каждый день происходит столько изменений, что за ними следить не представляется возможным.

Илья Карев ,Just AI (модератор): Коллеги, ощущаете ли вы эту турбулентность? И как ваши команды отслеживают происходящие изменения?

Александр Поломодов, Т-Банк:

Здесь хочется отметить преимущество больших компаний. Люди из разных отделов, ответственные за разные задачи, могут готовить какие-то выжимки о том, что происходит в мире. Например, я сам слежу за тем, как AWS DLC влияет на разработку. А, например, что-то про foundation модели и новые подходы я узнаю от коллег. Действует своего рода принцип разделения труда. Надо просто понять, в чем ты специалист и какая тема тебе близка. А другую часть отпустить и за ней следить, доверяя коллегам.

У нас в компании также можно подписаться на дайджесты по интересующим тебя темам или посещать обучающие мероприятия, где разбирают пейперы, которые ты сам не можешь и не успеваешь прочитать.

Евгений Кокуйкин, Raft и SeoHive Trace:

Сейчас самое волнительное — это рост автономности ИИ-систем. Всё чаще инструменты, тот же Deep Research, выдают ответ в том виде, в котором его можно сразу использовать.

Сергей Марков, SberAI:

В сфере ИИ турбулентность наблюдается ещё с момента появления технологий, а может быть еще и до зарождения ИИ. Когда в 1940-х Росс Эшби создал первую систему, которую с некоторой условностью можно назвать искусственной нейросетью, в газете появилась первая статья с названием: «Щелкающий мозг умнее человеческого».

И далее на протяжении последних восьмидесяти лет мы наблюдали турбулентность. Вспомним, как шахматист Каспаров проиграл компьютеру Deep Blue. Тогда сайт чемпионата стал самым посещаемым в интернете. Потом все про это забыли — и так до следующего яркого проекта.

Многие задачи из области ИИ, которые десятилетиями оставались нерешенными, сегодня показывают весьма высокие результаты. Технологии, которые ещё двадцать лет назад казались чудом, стали незаметной частью нашей повседневной жизни.

Турбулентность однозначно ощущается, но и люди очень быстро привыкают к наличию технологий. Сколько комментариев мы слышали вроде, «Фу, у вас пальцев шесть получилось!» А когда генерили видосы, где Уилл Смит ел спагетти, ещё было непонятно, кто кого ест. Но ведь раньше подобное в принципе было невозможно…

Технологии очень быстро становятся чем-то обыденным: люди, которые вчера не знали ничего о больших языковых моделях, сегодня уже рассуждают об их глобальном влиянии и последствиях для бизнеса. Это признак зрелости технологий.

Илья Карев, Just AI (модератор): А как у вас в Сбере устроено слежение за технологиями? Или вы не следите и сами до всего доходите?

Сергей Марков, SberAI:

У нас есть здоровенный чатик с несколькими треками по пейпер-вотчам, куда все скидывают статьи по разным тематикам. Есть большое комьюнити в Сберчате. Помимо этого, работают автоматизированные системы: они выуживают что-то из потока, суммаризируют, постят дайджесты. Есть и постоянный трек, где ML-специалисты готовят для руководства выжимки: вот это — хайп, не ведитесь, а вот это — годная штука, берем в бэклог.

Но даже с этим всем — это большой вызов, потому что каждую неделю выходит минимум пара десятков работ по ML, достойных внимания . Если пытаться всё это обозревать, то кроме обзоров больше ни на что времени не останется. Поэтому сейчас мы находимся в поиске эффективных решений этого вопроса.

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О перспективах вычислительной революции, альтернативах NVIDIA и безопасности LLM

Илья Карев, Just AI (модератор): Видеокарты снова дорогие. На каком железе вы обучаете и запускаете модели? Знаю, что Евгений может рассказать про альтернативы NVIDIA.

Евгений Кокуйкин, Raft и SeoHive Trace:

У нас есть security-лаборатория Talent Hub в ИТМО, где мы исследуем, как атаки на LLM могут повлиять на безопасность решений. В основном мы используем доступное всем железо, поскольку ресурсы ограничены. Тем не менее существует трек, где мы тестируем китайское железо — например, сейчас ведется работа с моделями X500.

Сейчас это железо по качеству работает неплохо, но у нас есть вопросы к его перформансу. Посмотрим, будут ли хорошие перспективы его использования — нам это интересно, как минимум потому, что это железо доступнее.

Сергей Марков, SberAI:

У нас, как всегда, всё сразу на всех фронтах. Флагманские модели обучаем на NVIDIA, но у нас есть опыт и с Atlas от Huawei. Мы начали их использовать еще до того, как это стало мейнстримом.

В целом мы с ограниченным оптимизмом видим в них возможную альтернативу. Если к американским видеокартам совсем не будет доступа, будет хоть что-то. Также мы смотрим в сторону еще менее традиционных решений — фотонных вычислительных устройств и интересных гибридных архитектур.

Вообще сам факт монополии в области фотолитографии — серьёзный звоночек. Разрушить ее в России невозможно, если не использовать гигантские государственные инвестиции. Китай пытается, но пока успехи ограничены.

Это о чём говорит? Когда-то толковый инженер мог в гараже улучшить КПД двигателя внутреннего сгорания на несколько процентов. Сегодня нужны многомиллиардные инвестиции, чтобы продвинуть показатель на десятитысячные доли процента. И это может означать, что технология достигла своего определенного предела ,и в ближайшие десять лет нас ждёт слом существующей вычислительной парадигмы.

Конвенциональную электронику становится всё сложнее совершенствовать поступательным путем, но потенциальных альтернатив очень много. Проблема не в их отсутствии, наоборот — в их изобилии. В Nature Science постоянно появляются новые публикации: мемристоры из никелатов, поляритонные конденсаты, 101-я нейроморфная архитектура...

Это вполне может перерасти в полноценную вычислительную революцию, к которой надо готовиться. Тут появляется шанс получить преимущество, срезав на повороте. Если вовремя распознать, куда вкладываться, можно обогнать остальных. Поэтому тема крайне интересная, и мы активно исследуем альтернативы конвенциональной электроники.

Илья Карев, Just AI (модератор): Не менее интересная тема — это безопасность. Сергей уже начал говорить, что образовался монополист на рынке и, грубо говоря, нам могут обрезать железки. Одним прекрасным днем все Nvidia превратятся в тыкву, и нам придется на чем-то запускать наши модели.

Сергей Марков, SberAI:

Мне кажется, в России все NVIDIA, которые используют крупные корпорации, это так называемые зомби-NVIDIA. Их просто перепрошивают сразу после покупки.

Илья Карев, Just AI (модератор): Но безопасность не ограничивается только тем, что их могут отключить. Важно также фильтровать, что отправляется в LLM и насколько это безопасно. Утечке могут подвергнуться секретные документы, закрытые API-спецификации, токены авторизации. А учитывая ужесточение требований 152-ФЗ, персональные данные также рискуют попасть в зарубежные модели.

В отрасли сегодня есть серьёзный запрос на защиту информации. Как вы обеспечиваете информационную безопасность в своих компаниях?

Евгений Кокуйкин, Raft и SeoHive Trace:

Мы смотрим на ситуацию не со стороны защиты собственных данных, а скорее со стороны создания инструментов, которые уже сейчас полезны или будут востребованы с развитием LLM.

Рынок AI-security-решений для защиты систем на базе больших языковых моделей в России пока еще находится в зачаточном состоянии. За рубежом же уже было проведено несколько крупных сделок, когда крупные вендоры приобретали небольшие компании. Но в целом всё это пока что только формируется.

Приведу в пример создание фреймворка OWASP по уязвимостям LLM. В процессе его разработки стало ясно, что понимание темы пока размыто: в список попали пункты, напрямую не связанные с LLM, вроде DDoS-атак. Это всё потому, что у экспертов пока нет четкого понимания, как подходить к этой теме, но все же такие фреймворки развиваются.

Вот коллеги в Сбере недавно представили свою модель угроз. Очень хорошая работа — если вы хотите погрузиться в тему кибербезопасности, связанной с LLM, эту работу стоит изучить.

Если говорить о том, куда смотрим мы, то у нас есть два направления. С одной стороны, это создание инструментов, позволяющих выявлять и тестировать сложные кейсы работы LLM. Например, в нашей лаборатории есть open-source инструмент Lamater, который позволяет тестировать GenAI-приложения. С другой стороны, мы активно работаем над решениями для защиты. У нас есть приложение HiveTraces, которое позволяет мониторить использование LLM и помогает снижать риски их эксплуатации в проде.

Александр Поломодов, Т-Банк:

Мне кажется, история с LLM-уязвимостями — классная штука. Особенно это актуально для GenAI-приложений, выходящих наружу. Когда внутри компании делают прототипы, нередко встаёт вопрос выбора моделей. Часто используют «модели покруче» и закладывают в них побольше контекста. Вот только здесь возникает риск слива чувствительных данных.

Поэтому промпты проверяют через прокси и при необходимости перенаправляют запросы в on-premise модель. Она, конечно, дает не такие хорошие результаты, зато более безопасна.

Также здесь важно понимать, что пользователь должен сам отвечать за то, что отправляет, поскольку безопасникам не под силу выявить все такие моменты. Это, например, прямо указано в нашем прокси.

Илья Карев, Just AI (модератор): Олег, вы как раз файнтюните Qwen и разворачиваете его в проде, расскажи нам об этом.

Олег Королёв, Авито:

Да, у нас есть проекция для публичных LLM — там тоже реализовано логирование и мы стараемся отслеживать, что именно уходит в модель. Но всё равно остаётся проблема: человек должен сам научиться понимать, что можно отправлять, а что нет. Это непросто. Вот есть ли у сотрудников какие-то таблички, где написано, что относится к конфиденциальным данным, а что нет? Они нередко ошибаются.

У нас есть три основных сценария использования LLM: продакшн, внутренняя автоматизация и разработка кода. Для прода мы используем собственную модель, сейчас это pre-train — Qwen 2.5.7b.

В ней у нас полностью локальное обучение и инференс. Все данные, которые у нас есть, мы никуда не передаем — на них мы дообучаем, а также используем их для генерации описаний.

Также есть история, когда LLM-ке на какие-то вопросы либо нельзя отвечать, либо она жестко файнтюнится под какую-то задачу и просто ничего не говорит.

Еще есть решения для локальных документов. У нас есть развернутые Open Source модели. Там есть первая версия RAG, куда можно что-то свое загрузить. Сюда же можно отправить стратегии и конфиденциальные документы.

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Подходы к вайбкодингу в разработке

Илья Карев, Just AI (модератор): Тема последнего года — это тема вайбкодинг. Что вы по этому поводу думаете и как вы к этому подходите в своих компаниях?

Александр Поломодов, Т-Банк:

Если говорить как раз про то, как мы пытаемся интегрировать ИИ в SDLC (software development lifecycle), то мы его рассматриваем как инструмент повышения продуктивности разработчиков.

Сначала мы DevOps пытались сделать, потом научились писать пайплайны, развернули кучу инструментов. Затем пришли к Platform Engineering: появились PaaS-решения, пайплайны, рантаймы, сервисы из коробки. Всё это начало развиваться в продуктовой логике.

У многих продвинутых компаний была телеметрия по использованию этих инструментов, благодаря чему уже было понятно, какие джабы выполняют инженеры. Стало понятно, как их распределять — не намазывать на все инструменты, а применять точечно и более эффективно. Например, передать задачи на ассистентов, когда есть human-envelope, а потом, если все хорошо идет, делегировать эту часть работы полностью агенту.

Примерно такой подход практикуется у нас внутри, его можно встретить и в зарубежных бигтех-компаниях. У Google есть статья про Measured Developer Goals, где достаточно неплохо рассказано про этот подход джабов в платформе.

Есть некоторый гигиенический уровень. Условно, например, code completion — то, с чего все начиналось, что было еще до LLM.

Дальше есть история про расширение возможностей людей, когда, например, прямо в IDE чате можно задавать вопросы, просить что-то поменять, спрашивать про архитектуру каких-то систем и т.д.

И третья составляющая, когда у тебя уже хорошо работают ассистенты, ты пытаешься под ключ отдать работу агентам. Например, был питч стартапа от сотрудников JetBrains и Huawei — агента, который не только генерирует тесты, но и сам их компилирует, фиксит ошибки и запускает.

У нас есть ребята, которые делают наш ассистент с Code Completion — Nestor. Они используют предоставляемые им инструменты — LLM-платформу, сервис для сервинга моделей и прочие инструменты, чтобы не заниматься инфраструктурой с нуля. Благодаря этому им не приходится вручную поднимать базы данных и делать обвязки.

Есть куча аналитиков, которые пишут код в ноутбуках, и им прикольно рекомендовать код на Python или SQL. Еще у нас есть Observability-платформа с кастомным синтаксисом, похожим на Splunk. Называется она Mage, и в ней не так уж просто написать запрос — с полпинка это сделать не получится. Ты говоришь ей писать на человеческом, и тебе сгенерирует запрос на этом языке.

Рабочих групп много. Одна из них — по архитектуре, за которую я отвечаю. У меня есть определенное количество болей, которые хочется автоматизировать: сбор информации о системах, проверку RFC или Architecture Decision Records.

Есть история с Reverse Engineering архитектуры. У тебя могут быть данные о деплойментах, исходный код, телеметрия. И здесь хочешь, чтобы у тебя не было отдельной касты людей, которые рисуют картинки и пишут обвязки. В идеале, чтобы Reverse Engineering был основан на production-данных. Текстовые описания извлекаются, обрабатываются, подключаются LLM, и процессы, ранее выполнявшиеся вручную, переходят в автоматический режим. Все, чтобы люди писали про будущее и что они хотят поменять, а текущее состояние системы получали из фактических данных.

Вот примерно так у нас сейчас устроено применение AI в SDLC.

Илья Карев, Just AI (модератор): В мире действует гонка кодинг-ассистентов, потому что там есть курсоры, виндсёрфы, рукоды и так далее. У Сбербанка вот есть GigaCode.

Сергей Марков, SberAI:

Да, GigaCode, который раньше, к слову, назывался Джарвисом, появился удивительным образом раньше, чем GigaChat. Если смотреть исторически, мы начали автоматизировать задачи, связанные с разработкой кода, чуть раньше, чем сделали свой публичный чат-сервис.

И в те древние времена это всё называлось Programming Language Processing — PLP. Уже тогда было понятно, что это один из самых прикладных кейсов применения больших языковых моделей. У разработчиков уже был опыт работы в IDE с их умной подсказкой — пусть и на очень простых моделях. А тут прям низковисящий фрукт, который можно быстро сорвать.

Причем у нас есть большая собственная кодовая база, отражающая все наши внутренние стандарты, архитектурные решения и т.д. И файнтюн модели именно на своей кодовой базе оказывается намного полезнее.

И изначально, когда развивали Джарвис, мы ставили себе цель: сделать умный и быстрый автокомплит. Тогда мы даже не думали про инструктивную генерацию, скорее был кейс — ты пишешь комментарий к функции на человеческом языке, и модель по смыслу уже понимает, что тебе нужно и генерирует кодовый блок, выполняющий эту функцию. И это уже тогда работало, даже на модельках в 760 млн параметров.

С тех пор всё, конечно, сильно продвинулось вперед. Современный GigaCode встроен во все популярные IDE в виде плагина, плюс в нем есть RAG-механики: над проектом и по внешним источникам.

Еще одной ключевой задачей было замкнуть среду разработки, позволить делать многие вещи без покидания IDE, то есть встраивать туда сразу все генеративные модели. Нужна иконка — генеришь SVG прямо в среде. Музыка, 3D-объекты — всё там же. Весь зоопарк генеративных моделей собирается в одном месте. Мы хотим в целом снизить порог входа, чтобы не надо было никуда уходить из среды разработки, ведь там можно создать проект с нуля.

Вообще, сейчас происходит такой ползучий процесс переизобретения процесса разработки. Кто-то недавно пошутил про вайбкодинг: very inefficient, but entertaining. Да, пока местами так и есть. Но даже в таком виде инструменты работают и помогают стартовать быстрее.

Знаете, сколько «правильных» языков программирования уже придумали? А большинство веба до сих пор живёт на PHP. Всё потому, что дизайнер смог написать открывающую угловую скобочку, знак вопроса и уже стать программистом с этого момента. Не надо было учить, что такое импорт, модуль и класс. Вы попробуйте в Java написать программу hello world, сколько в этой программе вам нужно объяснить концепции начинающему программисту, чтобы он понял, как это на самом деле работает. Поэтому в целом это важная такая штука.

Посмотрим, куда всё это приведёт, но мы здесь активно экспериментируем. Если вам тоже интересно — пробуйте наши инструменты, присылайте свои ругательства. Мы открыты к совместному творчеству по совершенствованию этого инструмента.

Кейсы применения AI-ассистентов и фреймворки для их написания

Илья Карев, Just AI (модератор): Начали уже говорить про AI-ассистентов. Собственно, какие самые популярные кейсы использования AI-ассистентов в ваших компаниях?

Александр Поломодов, Т-Банк:

У нас ребята периодически проводят внутренние конференции, на которые зовут внешнюю аудиторию. И вот недавно был достаточно интересный рассказ про SRE-ассистента. У нас есть имплементация Space — это фреймворк, который используется для оценки продуктивности девелоперов. Там есть опросная часть, в которой было видно, что ребята, которые отвечают за надёжность, менее удовлетворены своей рабочей жизнью. Ну, в общем-то, неудивительно: эти люди часто просыпаются, например, ночью, если что-то пошло не так. Ты ночью не особо в хорошем состоянии, замедлена реакция, память похуже работает — тут как раз и может пригодиться ассистент. Он вытаскивает нужную инфу по связанным системам, подсказывает, что в ранбуке написано, показывает релевантные куски логов и метрик, чтобы ты по разным системам не искал.

Были истории с лог-аналайзером, генерацией тестов, также есть определенне гейты, которые контролируют метрики. Коллеги-безопасники рассказывали про SafeLiner — штуковину, которую они сделали, чтобы давать рекомендации по фиксу уязвимостей.

Илья Карев, Just AI (модератор): Какие фреймворки у вас используются для написания AI-ассистентов?

Евгений Кокуйкин, Raft и SeoHive Trace:

Я могу ответить под таким углом. Вот в работе над отчетом OWASP нам надо было проанализировать наиболее популярные сейчас фреймворки, и мы делали опрос. Получается, QEI, AutoGen, Pedantic, выходит вперед LongChain, известная библиотека, которая адаптируется к фреймворкам. И на некоторых рынках, например, очень часто используется low-code, типа Copilot и Microsoft. По статистике именно эти выделяют, и вот именно вокруг них мы отчеты собирали.

Сергей Марков, SberAI:

У нас очень большой зоопарк. Я обращу внимание на два наших кейса. Первый — это уже помянутый GigaCode. Это действительно один из самых популярных ассистентов, это видно по метрикам его использования. А второй кейс — это весьма неочевидная история.

Знаете, у нас люди очень любят LLM-ки в лоб в поддержку садить. Вот только без специальных «приседаний» это сделать трудно, либо нужно очень сильно постараться. Особенно опасно так делать в чувствительных областях, в которых цена ошибки велика.

Например, возьмем кейс с проблемными активами: вы звоните должнику, что-то не то сказали — вам сразу штраф 500 тысяч прилетает от ФССП. Нужны системы, которые будут полностью управляемыми, и которые гарантированно скажут то, что нужно, и ни в коем случае не скажут того, чего нельзя. И в основном это системы на скриптах.

Хотя и системы на скриптах не идеальны. Когда мы в 2018 году запустили своего первого робота-оператора, получили довольно интересную жалобу. Наш голосовой робот неправильно поставил ударение в фамилии клиента, из-за чего получилось неловкое и даже оскорбительное звучание. Нам жалоба в ФССП прилетела сразу. Это к тому, что если у вас скриптовая система, не факт, что это вас спасет.

Мы знаем ограничения скриптовых систем — это порог сложности разрабатываемого скрипта. Если у вас он очень большой, то вам трудно контролировать внутреннюю противоречивость логики. И тут-то вам и может помочь LLM-ка. Можно сделать очень крутой гибрид из LLM-ки и скриптовой машины. Во-первых, вы можете элемент скрипта генерировать LLM-кой Во-вторых, вы можете свою LLM-ку заставить поговорить со своим скриптом.

И это очень полезные инструменты. Мы уже несколько лет их активно разрабатываем и применяем в разработке скриптовых машин. Если вдруг вы в своих скриптовых системах еще не используете LLM, советую подумать над этой идеей.

Следующая Conversations, на которой вас ждут не менее захватывающие дискуссии, не за горами! Следите за обновлениями на сайте.

Источник

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

  • 14.10.25 08:46 robertalfred175

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

  • 15.10.25 18:07 crypto

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

  • 15.10.25 21:52 harristhomas7376

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  • 15.10.25 21:52 harristhomas7376

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

  • 17.10.25 20:17 tyleradams

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  • 17.10.25 20:20 lindseyvonn

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  • 17.10.25 20:22 richardcharles

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  • 17.10.25 20:23 stevekalfman

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  • 17.10.25 21:42 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

  • 17.10.25 21:42 marcushenderson624

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  • 17.10.25 21:42 marcushenderson624

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  • 21.10.25 08:39 debby131

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  • 21.10.25 11:45 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

  • 21.10.25 11:45 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

  • 22.10.25 04:48 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 $150,000 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. 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.

  • 22.10.25 07:36 donnacollier

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  • 22.10.25 11:59 elizabethrush89

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  • 22.10.25 11:59 elizabethrush89

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  • 22.10.25 16:31 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 $150,000 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. 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.

  • 23.10.25 01:52 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

  • 23.10.25 01:52 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

  • 23.10.25 15:47 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 $150,000 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. 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.

  • 23.10.25 21:43 patricialovick86

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

  • 23.10.25 21:43 patricialovick86

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

  • 24.10.25 06:08 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 $150,000 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. 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.

  • 24.10.25 06:40 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

  • 24.10.25 06:40 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

  • 24.10.25 06:54 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 $150,000 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. 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.

  • 24.10.25 18:18 patricialovick86

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

  • 24.10.25 18:18 patricialovick86

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

  • 25.10.25 00:49 tyleradams

    *HOW TO GET BACK YOUR STOLEN BITCOIN FROM SCAMMERS* ⭐️⭐️⭐️⭐️⭐️ Hello everyone, I can see a lot of things going wrong these last few days of investing online and getting scammed. I was in your shoes when I invested in a bogus binary option and was duped out of $87,000 in BTC, but thanks to the assistance of NVIDIA TECH HACKERS. They helped me get back my BTC. I didn’t trust the Hackers at first, but they were recommended to me by a friend whom I greatly respect. I received my refund in two days. I must recommend NVIDIA TECH HACKERS they are fantastic. 📧 [email protected]

  • 25.10.25 00:50 stevekalfman

    If you ever need hacking services, look no further. I found myself in a difficult situation after losing almost $510,000 USD in bitcoin. I was distraught and had no hope of survival because i lost my life savings to this scam, I had no chance of recovering my investment. Until i came across an article on google about ([email protected]). A real-life recovery expert, everything changed completely after contacting him and explaining my ordeal to him and he quickly stepped in and assisted me in recovering 95% of my lost funds. They guarantee their clients and i got the highest level of happiness their services are highly recommended. so I’m putting this here for anyone who require their services too" Email: [email protected]

  • 25.10.25 05:05 victoriabenny463

    A few months ago, I fell for what looked like a legitimate online trading platform. The website was sleek, the support team was responsive, and they even showed me fake profit charts that seemed to grow daily. I started small, and after a few test withdrawals worked, I invested more eventually depositing 2 Bitcoin in hopes of long-term returns. But one morning, when I tried to withdraw, everything changed. The platform suddenly locked my account, claiming there were additional fees to release my funds. The support chat stopped responding, and the website started giving error messages. That’s when I realized I’d been scammed. I was devastated. Two Bitcoins wasn’t pocket change, it was my savings. I filed reports online, but everyone told me it was impossible to recover crypto once it’s sent. Then, through a discussion forum, I came across Dexdert Net Recovery, a team specializing in tracing and recovering stolen digital assets. Skeptical but desperate, I reached out. Their response was immediate and professional. They asked for transaction IDs, wallet addresses, screenshots of my correspondence with the fake platform, and any proof of payment I had. Within days, their analysts traced the stolen Bitcoin through multiple wallets using blockchain forensics, They updated me step-by-step, Working with their recovery experts and blockchain partners, Dexdert Net Recovery successfully froze the funds and verified ownership of my wallet. After 2 days of persistence and verification, I finally saw my 2 Bitcoin restored back into my own wallet. I couldn’t believe it. What stood out most wasn’t just that they recovered my funds, but how transparent and supportive the Dexdert team was throughout the process. They educated me on crypto safety, how to spot fake trading sites, and how to secure my digital assets in the future. Dexdert Net Recovery truly lives up to its name. They gave me back not just my Bitcoin, but my peace of mind. Reach Out Information Below Via: Email: ([email protected]) Telegram: (https://t.me/Dexdertprorecovery) WhatsApp: (+1 (859) 609‑4156)

  • 25.10.25 10:13 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

  • 25.10.25 10:13 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

  • 26.10.25 01:03 Christopherbelle

    A terrible financial shock hit me hard. I lost $860,000 in a fake crypto scheme. Things looked good until I tried to cash out my earnings. Suddenly, my account vanished into thin air. I told the police many times, but help never showed up. Despair washed over me; I felt totally beaten. Then, I found Sylvester Bryant Intelligence. Right away, they were skilled and honest about the whole thing. They looked deep into my situation. They tracked where the stolen funds went. They fought hard for me every step of the way. To my great surprise, they got my money back. I thought that was impossible. I owe them so much for their hard work and truthfulness. Sylvester Bryant Intelligence restored my peace. If scams took your crypto, contact them now. Contact Info: Yt7cracker@gmail . com WhatsApp: ‪+1 512 577 7957. or +44 7428 662701.

  • 26.10.25 18:09 victoriabenny463

    A few months ago, I fell for what looked like a legitimate online trading platform. The website was sleek, the support team was responsive, and they even showed me fake profit charts that seemed to grow daily. I started small, and after a few test withdrawals worked, I invested more eventually depositing 2 Bitcoin in hopes of long-term returns. But one morning, when I tried to withdraw, everything changed. The platform suddenly locked my account, claiming there were additional fees to release my funds. The support chat stopped responding, and the website started giving error messages. That’s when I realized I’d been scammed. I was devastated. Two Bitcoins wasn’t pocket change, it was my savings. I filed reports online, but everyone told me it was impossible to recover crypto once it’s sent. Then, through a discussion forum, I came across Dexdert Net Recovery, a team specializing in tracing and recovering stolen digital assets. Skeptical but desperate, I reached out. Their response was immediate and professional. They asked for transaction IDs, wallet addresses, screenshots of my correspondence with the fake platform, and any proof of payment I had. Within days, their analysts traced the stolen Bitcoin through multiple wallets using blockchain forensics, They updated me step-by-step, Working with their recovery experts and blockchain partners, Dexdert Net Recovery successfully froze the funds and verified ownership of my wallet. After 2 days of persistence and verification, I finally saw my 2 Bitcoin restored back into my own wallet. I couldn’t believe it. What stood out most wasn’t just that they recovered my funds, but how transparent and supportive the Dexdert team was throughout the process. They educated me on crypto safety, how to spot fake trading sites, and how to secure my digital assets in the future. Dexdert Net Recovery truly lives up to its name. They gave me back not just my Bitcoin, but my peace of mind. Reach Out Information Below Via: Email: ([email protected]) Telegram: (https://t.me/Dexdertprorecovery) WhatsApp: (+1 (859) 609‑4156)

  • 27.10.25 11:15 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

  • 27.10.25 11:15 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

  • 27.10.25 17:08 raymondgonzales

    Three Cheers for Wizard Hilton Cyber Tech, Bitcoin Savior Extraordinaire In the ever-evolving world of cryptocurrency, where volatility and uncertainty reign supreme, one individual has emerged as a beacon of hope and innovation - Wizard Hilton Cyber Tech, the self-proclaimed "Bitcoin Savior Extraordinaire." This enigmatic figure, with his uncanny ability to navigate the complexities of the digital asset landscape, has captivated the attention of crypto enthusiasts and skeptics alike. Wizard Hilton Cyber Tech journey began as a humble programmer, tinkering with the underlying blockchain technology that powers Bitcoin. But it was his visionary approach and unwavering commitment to the cryptocurrency's potential that propelled him into the limelight. Through a series of strategic investments, groundbreaking algorithmic trading strategies, and a knack for anticipating market shifts, Wizard Hilton Cyber Tech has managed to consistently outperform even the savviest of Wall Street traders. Wizard Hilton Cyber Tech ability to turn even the most tumultuous of Bitcoin price swings into opportunities for substantial gains has earned him the moniker "Wizard," a testament to his unparalleled mastery of the digital currency realm. But Wizard Hilton Cyber Tech impact extends far beyond personal wealth accumulation - Wizard Hilton Cyber Tech has tirelessly advocated for the widespread adoption of Bitcoin, working tirelessly to educate the public, lobby policymakers, and collaborate with industry leaders to overcome the barriers that have long hindered the cryptocurrency's mainstream acceptance. With infectious enthusiasm and boundless energy, Wizard Hilton Cyber Tech has become a true champion of the Bitcoin cause, inspiring a new generation of crypto enthusiasts to embrace the transformative power of this revolutionary technology. As the digital currency landscape continues to evolve, Wizard Hilton Cyber Tech name will undoubtedly be etched in the annals of cryptocurrency history as a visionary, a trailblazer, and, above all, the Bitcoin Savior Extraordinaire. To get your stolen bitcoin back, reach out to Wizard Hilton Cyber Tech via: Email : wizardhiltoncybertech ( @ ) gmail (. ) com WhatsApp number  +18737715701 Good Day.

  • 27.10.25 17:20 fatimanorth

    The Federal Trade Commission said that more than $1 billion had been lost to cryptocurrency scams in 2023. Victims frequently lose everything, including hope, trust, and wealth. When your hard-earned money disappears into digital shadows, you feel trapped. Nowadays, cryptocurrency frauds are very common. You can get help from recovery specialist Marie at [email protected] and via WhatsApp at +1 7127594675.

  • 28.10.25 00:55 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

  • 28.10.25 00:55 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

  • 29.10.25 03:43 Christopherbelle

    A sudden money crisis struck me. I dropped $82,000 to a phony crypto scam. All seemed fine until I went to pull out my gains. Then, i was unable to get back my hard earned money. I reported it to the police several times. No aid came my way. Deep sadness hit me; I felt crushed. That's when I learned about Sylvester Bryant Intelligence. They acted quick and fair from the start. They checked my case closely. They followed the path of my lost cash. They pushed strong for me at each turn. In shock, they brought my funds back. I had figured it could not happen. I thank them for their effort and honesty. Sylvester Bryant Intelligence gave me calm again. If a scam stole your crypto, reach out to them today. Contact Info: Yt7cracker@gmail . com WhatsApp: +1 512 577 7957 or +44 7428 662701.

  • 29.10.25 10:56 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

  • 29.10.25 10:56 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

  • 30.10.25 09:49 Christopherbelle

    I suffered a huge money blow when $80,000 slipped away in a bogus crypto plot. It all looked great at first. Then I went to pull out my gains, and poof—my account was gone. I kept telling the cops about it, but they did zip. I felt shattered and lost. That's when I stumbled on Sylvester Bryant Intelligence. Things turned around fast. Right away, they showed clear steps, sharp know-how, and real drive to fix it. They tracked my missing cash step by step and pushed hard till they got it back. I swear, I figured it was a lost cause. Their straight-up work and trust brought back my calm. If a scam stole your crypto, reach out to them now. yt7cracker@gmail . com | WhatsApp: +1 512 577 7957 or +44 7428 662701

  • 30.10.25 12:03 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

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