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[Перевод] Как IT-компании измеряют реальную пользу от ИИ в разработке?

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ИИ-инструменты для разработки захватили IT-индустрию: по данным опроса The Pragmatic Engineer за 2025 год, 85% разработчиков пользуются ими в работе. Вот только токены стоят денег, причем немалых, а бюджеты на ИИ растут. Возникает закономерный вопрос: а оно вообще того стоит?

Чтобы это выяснить, я обратился к Лоре Тачо. DX — компания, где она работает техническим директором — как раз специализируется на измерении эффективности разработки. Несколько лет назад Лора уже выпускала исследование на эту тему.

О чем поговорим в статье:

  1. Как 18 технологических компаний измеряют влияние ИИ? Реальные метрики Google, GitHub, Microsoft, Dropbox, Monzo и других компаний.

  2. Актуальность традиционных метрик. Почему привычные «базовые» способы оценки эффективности разработки продолжают работать в эпоху ИИ, и как их сочетать со специфичными показателями вроде индекса удовлетворенности пользователей (CSAT).

  3. Как работать с метриками по-умному? Разбираем, зачем дробить показатели по уровню использования ИИ, как отслеживать их в динамике и почему к измерениям стоит относиться как к эксперименту.

  4. Контроль качества, поддерживаемости и опыта разработчиков. Какие метрики уравновешивают друг друга и помогают не потерять качество в погоне за скоростью. Почему стоит одновременно смотреть на процент неудачных изменений и пропускную способность по PR.

  5. Необычные метрики и интересные находки. «Плохие дни разработчика» у Microsoft, как Glassdoor оценивает результаты экспериментов с ИИ, и почему скоро все будут отслеживать эффективность автономных ИИ-агентов.

  6. Как измерять влияние ИИ на практике? Обзор фреймворка DX AI и три способа получения данных: системная телеметрия, регулярные опросы и точечные опросы в моменте работы.

  7. Опыт Monzo: что делать, когда вендоры прячут данные. Почему получить нормальные данные так сложно, в каких задачах ИИ работает особенно хорошо, и как качественные ИИ-инструменты помогают в борьбе за таланты.

А теперь передаю слово Лоре.


Откройте LinkedIn — и через 30 секунд вы непременно наткнетесь на пост о том, как ИИ меняет разработку ПО в компаниях. Новостные ленты пестрят заголовками: компании (в основном американские технологические гиганты) якобы выкатывают в продакшен тонны кода, сгенерированного ИИ — 25% кода у Google, 30% у Microsoft. А некоторые основатели стартапов уже вовсю заявляют, что ИИ может заменить junior-разработчиков. С другой стороны, исследования вроде недавней работы METR о влиянии ИИ на задачи в open source проектах показывают: ИИ искажает наше восприятие времени и фактически замедляет работу — даже когда нам кажется, что прогресс пошел значительно быстрее.

Когда речь заходит о влиянии ИИ, заголовки удивительно однобоки. ИИ пишет много кода и экономит время — или не экономит. А между тем мы летим навстречу самой грандиозной куче техдолга в истории человечества.

Меня не перестает удивлять, почему индустрия снова зациклилась на количестве строк кода (lines of code, LOC)? С чего вдруг именно эта метрика попадает во все заголовки? А как же качество, инновации, время выхода на рынок, надежность? Мы давным-давно договорились, что LOC — плохой показатель продуктивности разработчиков. Но его легко измерить, и в отсутствие внятной альтернативы он становится самым очевидным выбором. К тому же из этого выходят отличные заголовки.

Сейчас многие руководители отделов разработки принимают серьезные решения по ИИ-инструментам, толком не понимая, что работает, а что нет. В исследовании LeadDev 2025 AI Impact Report среди 880 руководителей 60% респондентов назвали отсутствие четких метрик главной проблемой при внедрении ИИ.

Мой собственный опыт это подтверждает. Каждую неделю я разговариваю с десятками руководителей, на которых давят ожиданиями результатов как в тех самых заголовках, но при этом боссы и советы директоров уперлись в метрику LOC и не желают смотреть глубже. Существует разрыв между тем, что руководителям нужно знать на самом деле, и тем, что измеряется и обсуждается, — и этот разрыв только растет с появлением новых инструментов и возможностей.

Устранять этот разрыв в измерениях — моя работа. Инструментами для разработчиков я занимаюсь больше десяти лет, а с 2021 года помогаю компаниям разобраться, как повысить продуктивность их команд. Два года назад я присоединилась к DX в качестве CTO — и теперь помогаю компаниям улучшить опыт разработчиков, повысить эффективность инженерных процессов и понять влияние ИИ.

В начале года мы с коллегами выпустили AI Measurement Framework — рекомендованный набор метрик для оценки внедрения и влияния ИИ в командах разработки. В его основе — тщательные полевые исследования и анализ данных от более чем 400 компаний, которые уже внедрили ИИ-инструменты и пытаются измерить их эффективность.

Сегодня заглянем в детали такой работы и поговорим о том, как 18 ведущих игроков рынка измеряют эффект от ИИ на практике. В статье:

  • Реальные метрики, которые используют Google, GitHub, Microsoft и другие.

  • Как компании применяют эти метрики для понимания, что работает, а над чем ещё предстоит поработать.

  • Как вы можете измерить влияние ИИ у себя.

  • Что вообще представляют из себя метрики влияния ИИ и как их применять.

1. Как 18 ведущих компаний измеряют влияние ИИ

Для начала небольшой обзор реальных метрик, используемых компаниями для измерения влияния ИИ. Среди них GitHub, Google, Dropbox, Microsoft, Monzo, Atlassian, Adyen, Booking.com и Grammarly:

Метрики, которыми топовые технологические компании измеряют влияние ИИ-инструментов на разработчиков: часть 1
Метрики, которыми топовые технологические компании измеряют влияние ИИ-инструментов на разработчиков: часть 1
Метрики, которыми топовые технологические компании измеряют влияние ИИ-инструментов на разработчиков: часть 2
Метрики, которыми топовые технологические компании измеряют влияние ИИ-инструментов на разработчиков: часть 2

Из этих подходов можно многое почерпнуть — причем интересны и схожие моменты, и различия. Давайте разбираться.

2. Почему традиционные метрики сохраняют актуальность

Использование ИИ для написания кода не меняет фундаментальных принципов того, что делает хорошее ПО хорошим и что важно для бизнеса. Софт по-прежнему должен быть качественным, простым в поддержке и выходить без задержек.

Поэтому многие метрики из списка выше выглядят точно так же, как и в доИИшную эру: процент неудачных изменений, время цикла пулл-реквестов (PR), пропускная способность по PR, опыт разработчиков.

Изобретать велосипед не нужно. Вместо этого сосредоточьтесь на базовых и постоянных приоритетах. Помогает ли ИИ вашей организации улучшить эти конкретные показатели?

Суровая правда в том, что если компания не может четко сформулировать, что важно для эффективности инженерной команды и продуктивности разработчиков, измерить влияние ИИ практически невозможно — дальше поверхностных метрик вроде LOC или acceptance rate дело не продвинется. Все упомянутые выше компании начали именно с этого — выстроили комплексную систему оценки, и только после этого смогли адекватно оценить эффект от ИИ-инструментов.

Но хоть начинать с нуля и не стоит, новые, целевые метрики всё же нужны, чтобы точно понимать, как именно используется ИИ. Где его применяют и в каком объеме — от этого зависят решения по бюджетам, развертыванию инструментов и обучению, а также вопросы SRE, безопасности, управления и комплаенса.

Базовые метрики, которые измерялись и до появления ИИ, помогают понять, в правильном ли направлении вы движетесь
Базовые метрики, которые измерялись и до появления ИИ, помогают понять, в правильном ли направлении вы движетесь

ИИ-метрики показывают:

  • сколько разработчиков и каких именно специализаций переходят на ИИ-инструменты;

  • какой объем и характер задач выполняется с использованием ИИ;

  • сколько это стоит.

Базовые инженерные метрики показывают:

  • стали ли команды выпускать релизы быстрее;

  • растут или падают качество и надежность;

  • не ухудшается ли поддерживаемость кода;

  • упрощают ли ИИ-инструменты рабочий процесс разработчиков.

Хороший пример комбинации привычных метрик с новыми, специфичными для ИИ — Dropbox. У них 90% разработчиков регулярно (как минимум раз в неделю) пользуются ИИ-инструментами, что очень много по сравнению со средним показателем в районе 50% по индустрии.

Dropbox вышел на такой уровень внедрения не благодаря энтузиазму отдельных специалистов. Они пошли структурным путем на уровне всей организации и с самого начала заложили в процесс качественные метрики.

Что отслеживает Dropbox в отношении ИИ:

  • число активных пользователей в день/неделю (DAU/WAU);

  • индекс удовлетворенности ИИ-инструментами (CSAT);

  • экономию времени в расчете на одного разработчика;

  • затраты на ИИ.

Эти показатели дают полную картину того, кто именно использует ИИ, как они это делают, действительно ли экономится время и во что всё это обходится. А когда поверх этого накладывается фреймворк Core 4 (который в Dropbox используют для отслеживания ключевых инженерных метрик), становится видно, как внедрение ИИ влияет на разработку в более широком масштабе. В частности, они смотрят на:

  • процент неудачных изменений (Change Failure Rate);

  • пропускную способность по PR (PR throughput).

Сами по себе 90% внедрения — просто красивая цифра. Но в Dropbox видят реальную пользу: разработчики, которые регулярно используют ИИ, мержат на 20% больше pull request'ов в неделю, при этом снижая процент неудачных изменений. Смотреть на все эти метрики вместе критически важно — иначе легко зациклиться на чем-то одном вроде процента внедрения и упустить суть.

3. Детализация метрик по уровню использования ИИ

Чтобы лучше понять, как ИИ меняет труд разработчиков, Dropbox и другие компании, с которыми я общалась, анализируют свои метрики несколькими способами, например:

  • cравнивают тех, кто пользуется ИИ, с теми, кто не пользуется;

  • cравнивают базовые инженерные метрики до и после внедрения ИИ-инструментов;

  • cледят за одной и той же группой пользователей по мере того, как они осваивают ИИ, и фиксируют изменения (когортный анализ).

Отслеживание базовых метрик и сравнение пользователей ИИ с остальными. Источник: пример дашборда DX
Отслеживание базовых метрик и сравнение пользователей ИИ с остальными. Источник: пример дашборда DX

Многие компании крутят данные так и эдак, чтобы разглядеть скрытые закономерности. Смотрят на роль, стаж, регион, основной язык программирования — и получают ответы на более конкретные вопросы. Например, видят интересные паттерны: junior-разработчики затапливают репозиторий PR, а senior-разработчики, напротив, застревают, потому что тратят больше времени на ревью этих самых PR. Такой детальный анализ помогает найти группы разработчиков, которым нужно дополнительное обучение, или, наоборот, обнаружить области, где ИИ работает особенно хорошо, и масштабировать эти сценарии на всю компанию.

Именно так в Webflow смогли вычислить группу, которой ИИ-инструменты экономят больше всего времени — ей оказались разработчики со стажем в компании более трех лет. Webflow использует Cursor и Augment Code и, как и Dropbox, отмечает примерно 20%-ый прирост в пропускной способности по PR у тех, кто пользуется ИИ.

Хотите проводить точные сравнения? Начните с надежной базы

Я уже говорила, что если у компании бардак с метриками продуктивности, то измерить влияние ИИ будет практически нереально. И это не просто слова: во-первых, они не знают, на какие сигналы смотреть, а во-вторых, у них просто нет данных для сравнения.

Если у вас до сих пор нет адекватной базы — сейчас самое время её собрать. Чтобы быстро начать, можно использовать фреймворк Core 4 (его применяют Dropbox, Adyen, Booking.com и другие) — вот шаблон и инструкции. Вдобавок к периодическим опросам можно подключить данные из ваших систем и точечные опросы в моменте — о них поговорим позже.

Не могу также не подчеркнуть, насколько важно относиться к измерениям как к эксперименту. Все компании, с которыми я общалась для этой статьи, объединяет одно: они используют данные, чтобы проверять гипотезы о том, как ИИ влияет на разработку. Часто они начинают с конкретной цели и двигаются от нее — не ждут, что цифры сами волшебным образом откроют какую-то истину об ИИ или подскажут, что делать дальше.

И помните: разовые замеры не дадут вам почти ничего. Тренды и закономерности проявляются только при отслеживании в динамике.

4. Качество, поддерживаемость и опыт разработчиков: держим руку на пульсе

Иногда мне не дает покоя одна мысль: разработка с помощью ИИ — это совсем свежая история. У нас нет данных за годы наблюдений, которые бы четко показали, что в долгосрочной перспективе никаких рисков для поддерживаемости или качества кода нет. И руководители, и разработчики озабочены одним и тем же вопросом: как не обменять краткосрочный прирост скорости на долгосрочные проблемы вроде техдолга.

Во избежание этого рекомендую отслеживать метрики, которые уравновешивают друг друга. Обратите внимание, практически все компании отслеживают процент неудачных изменений (Change Failure Rate) вместе с показателями скорости — например, пропускной способностью по PR. Эти метрики помогают держать баланс: если скорость растет, а качество падает — что-то пошло не так.

Помимо процента неудачных изменений, рекомендую следить и за другими показателями, чтобы не упускать из виду качество и поддерживаемость. Что измеряют некоторые компании:

  • Уверенность в изменениях (Change confidence) — насколько разработчик уверен, что его изменения не сломают продакшен.

  • Поддерживаемость кода (Code maintainability) — насколько легко понимать и модифицировать код.

  • Восприятие качества (Perception of quality) — как сами разработчики оценивают качество кода и принятых в команде практик.

Чтобы картинка была полной, вам нужны и «железные» системные метрики, и субъективные данные от разработчиков. Только так можно охватить и скорость, и качество, и поддерживаемость. Пропускную способность по PR или частоту деплоев легко посчитать, вытащив данные из систем контроля версий и сборки. А вот «уверенность в изменениях» или простоту поддержки кода из логов не достанешь — об этом можно узнать, только спросив самих людей. Это критически важно, если не хотите столкнуться с отложенными последствиями внедрения ИИ.

Если эти темы ещё не всплывают на обсуждениях ИИ в команде — внесите их в повестку. Пусть даже это будет неформальный фидбэк, он даст бесценное понимание того, что волнует людей. На основе этого можно вместе обсуждать варианты решений и смотреть, как ситуация меняется со временем.

Но чтобы отследить четкую связь между использованием ИИ и изменениями в качестве и поддерживаемости, нужны более структурированные данные. Регулярные опросы об опыте разработчиков — отличный инструмент для этого.

Вот пример пары вопросов, которые помогут оценить уверенность в изменениях и поддерживаемость кода:

Два примера вопросов из опросника для отслеживания уверенности в изменениях и поддерживаемости кода
Два примера вопросов из опросника для отслеживания уверенности в изменениях и поддерживаемости кода

В целом, опыт разработчиков (DevEx) — ещё одна важная метрика, которая не дает перегнуть палку в погоне за скоростью в ущерб качеству. Правда, у самого понятия DevEx есть небольшая проблема в позиционировании: его легко принять за «корпоративные плюшки», тогда как на самом деле речь об устранении препятствий в процессе разработки — от планирования и написания кода до тестирования, релиза и поддержки в продакшене.

С ИИ-инструментами есть риск в том, что, упрощая жизнь на одном этапе (например, написание кода), мы рискуем усложнить её на другом — скажем, на этапе код-ревью, разбора инцидентов или дальнейшей поддержки.

Примеры факторов, влияющих на DevEx из «Индекса опыта разработчиков» — один из способов комплексной оценки этого показателя
Примеры факторов, влияющих на DevEx из «Индекса опыта разработчиков» — один из способов комплексной оценки этого показателя

Шелли Стюарт, директор по разработке в CircleCI, рассказывает, почему опыт разработчиков и их удовлетворенность так важны в контексте ИИ:

«Опыт разработчиков — это про субъективные впечатления, которые стоят за сухими цифрами. Метрики вроде пропускной способности по PR показывают, что происходит, а вот удовлетворенность разработчиков — можно ли так работать вдолгую.

Мы знаем, что внедрение ИИ-инструментов поначалу может бесить людей. Но отслеживая опыт разработчиков параллельно с бизнес-показателями, мы можем отличить временные неудобства от долгосрочной пользы. Если не будем измерять удовлетворенность, упустим из виду ключевой момент: наши инвестиции в ИИ улучшают культуру разработки или, наоборот, порождают новые проблемы, с которыми придется бороться?».

Если разработчикам не нравится инструмент, грош цена его выдающимся техническим возможностям. Три четверти компаний, упомянутых в статье, измеряют удовлетворенность разработчиков или CSAT. И это верный знак того, что фокус смещается с голой скорости на выстраивание здоровых и долгосрочных инженерных практик, которые упрощают ежедневную работу, а не усложняют её.

5. Необычные метрики и интересные находки

На самом деле, все эти метрики таят немало интересного. Хотя в целом индустрия сошлась на том, чтобы измерять экономию времени, качество и скорость, но я люблю разбирать исключения — тех, кто идет своим путем — через них видно, чем компании отличаются друг от друга и что упускают стандартные метрики.

В Microsoft, например, для оценки влияния ИИ используют концепцию «плохого дня разработчика» (Bad Developer Day, BDD). Это взгляд на всю ежедневную рутину и тягомотину в работе в режиме реального времени — в отличие от опросов, которые показывают картину с опозданием. Идея в том, что ИИ должен уменьшать количество «плохих дней» и делать их проще. Если это так, значит, он действительно убирает препятствия, а не создает новые.

Итак, что может испортить день разработчику?

  • Время на разбор инцидентов и решение срочных вопросов с комплаенсом.

  • Бесконечные совещания и почта с постоянным переключением между разными темами.

  • Возня с тасками в трекере.

В Microsoft берут эти «негативные» факторы и взвешивают их на одних весах с «позитивными» — активностью по PR, которая косвенно говорит о времени, потраченном на написание кода. Логика простая: день может включать выматывающие или малоценные задачи, но если разработчику всё же удалось нормально написать код и запушить изменения, чаша весов склоняется в сторону хорошего дня.

А вот в Glassdoor пошли другим путем и измеряют, как ИИ влияет на эксперименты. Они отслеживают количество A/B-тестов в месяц, чтобы понять, помогает ли ИИ разработчикам быстрее пробовать новое. ИИ — мощнейший инструмент для прототипирования, поэтому очень интересно видеть такую метрику в качестве ключевого показателя. Кроме того, в Glassdoor отлично работают с комьюнити, превращая самых активных пользователей в «амбассадоров» ИИ внутри компании.

Они также используют редкую метрику — «процент отработанной мощности» (percentage capacity worked). Она сравнивает общий потенциал инструмента с его фактическим использованием. Это помогает вовремя заметить, когда инструмент или его внедрение уперлись в потолок — верный сигнал, что пора перераспределить бюджет на что-то помощнее.

Acceptance rate в наши дни измеряют редко. Когда-то процент принятых подсказок от ИИ был главной метрикой, сейчас же она стремительно теряет популярность из-за своей однобокости. Всё дело в том, что она смотрит только на момент, когда подсказка принята, и совершенно упускает из виду:

  • А легко ли будет поддерживать этот код?

  • А не откатили ли это изменение через пару коммитов?

  • А не притащила ли эта подсказка с собой баги?

  • И, наконец, стал ли разработчик в целом продуктивнее?

Так что многие компании уже не считают acceptance rate ключевым показателем. Но есть исключения:

  • GitHub создает свой собственный ИИ-инструмент (Copilot), и эта метрика помогает им понимать, как люди им пользуются, и принимать продуктовые решения.

  • T-Mobile используют её как индикатор того, сколько ИИ-кода добирается до продакшена — а это для многих задачка со звездочкой.

  • Atlassian и некоторые другие компании смотрят на нее как на косвенный показатель того, насколько разработчики довольны инструментом, и действительно ли он предлагает вменяемый код.

Расходы на ИИ-инструменты пока мало кто измеряет, но это, скорее всего, вопрос времени. Сегодня большинство организаций не хотят отпугивать разработчиков от использования ИИ явным подсчетом трат. Но есть и те, кто идет от обратного, как Shopify. Они завели «доску почета» по ИИ, чтобы видеть, кто тратит больше всего токенов, и открыто поощряют такие эксперименты.

Тем не менее, компаниям нужно быть уверенными, что их инвестиции в ИИ окупаются, а бюджеты тратятся не зря. Согласно отчету ICONIQ «Состояние ИИ в 2025 году», бюджеты на повышение внутренней продуктивности с помощью ИИ в этом году, по прогнозам, удвоятся по сравнению с 2024-м. Львиная доля этих денег идет из бюджетов на R&D, но некоторые компании уже перераспределяют бюджеты, заложенные на наем. Проще говоря, некоторые компании планируют нанимать меньше, чтобы больше тратить на ИИ-инструменты.

Цены уже поползли вверх (про $20 в месяц можно забыть), и компании пытаются спрогнозировать свои расходы на следующий год с учетом потребления токенов и появления новых инструментов. Всё это ведет к тому, что на цены смотрят всё внимательнее, а значит, и к измерениям подходят строже.

Телеметрию ИИ-агентов пока что не измеряют — но, вероятно, это изменится в ближайший год. Специфических метрик для агентов тоже пока нет. Сейчас команды просто не готовы к такому уровню детализации, да и самих данных для анализа пока мало. Но автономные агенты будут набирать популярность в ближайшие 12–18 месяцев. Так что это как раз та область, где метрики точно изменятся, чтобы отражать реальное положение дел.

За пределами написания кода, в целом, почти ничего не измеряется. Сейчас смотрят в основном на то, как ИИ помогает кодить, и всё. По прогнозам, 2026-й станет годом ИИ во всем жизненном цикле разработки ПО (SDLC), и метрикам придется догонять реальность. Понятно, что конкретные задачи, вроде код-ревью или сканирования уязвимостей, легко охватить телеметрией. А вот там, где результат более абстрактный, всё сложнее — не всегда можно провести прямую линию от действия к эффекту.

Даже сейчас многие компании измеряют только работу ИИ-ассистентов в IDE или терминале. А то, что разработчик провел мозговой штурм с ChatGPT или разобрал с помощью ИИ тысячи тикетов в Jira, в графу «сэкономленное время» часто не попадает. Думаю, что в части опросов (из серии «сколько времени вы сэкономили на этой неделе благодаря ИИ?») область измерений будет только расширяться, чтобы угнаться за всем разнообразием новых инструментов.

6. Так как же измерять влияние ИИ?

Какие выводы можно сделать из всего этого и что перенять к себе в компанию?

Пару месяцев назад мы с Аби Нодой (соавтором DevEx Framework) выпустили AI Measurement Framework. Мы плотно работали с некоторыми из компаний, упомянутых в этой статье, и с головой погрузились в их проблемы с измерениями. Можно сказать, наблюдали за всем из первого ряда: видели, какие решения им приходилось принимать на основе данных, и отмечали, что работает, а что нет. Мы также привлекли других исследователей, чтобы учесть в наших рекомендациях опыт последних десяти лет в изучении продуктивности разработчиков.

AI Measurement Framework — список рекомендуемых метрик для измерения влияния ИИ. Звездочкой отмечены метрики для автономных ИИ-агентов
AI Measurement Framework — список рекомендуемых метрик для измерения влияния ИИ. Звездочкой отмечены метрики для автономных ИИ-агентов

Данный фреймворк — это коктейль из специфических ИИ-метрик и ключевых инженерных показателей. Он показывает, где и как в вашей компании используется ИИ, а главное — какое влияние это оказывает на общую производительность и опыт разработчиков. Здесь есть все: и скорость, и качество, и поддерживаемость. Как и в любом фреймворке, все метрики нужно смотреть в связке — ни одна сама по себе не даст полной картины. Особенно пресловутый процент сгенерированного ИИ кода.

Фреймворк отвечает на вопрос «что измерять», остается разобраться с «как?».

Чтобы картинка была полной, вам нужны и цифры, и «живые» данные от людей. С продуктивностью разработчиков так делают давно, с ИИ всё точно так же. Посмотрите на компании из этой статьи: все они комбинируют системные метрики (пропускная способность по PR, DAU/WAU) с данными из опросов (CSAT, сэкономленное время).

Собрать эти данные можно несколькими способами:

  • Системные данные (количественные). У большинства ИИ-инструментов есть админские API для отслеживания использования, расходов, потребления токенов и процента принятых подсказок. К ним можно подтянуть и системные метрики из вашего стека разработки — GitHub, Jira, CI/CD-пайплайнов, систем сборки и управления инцидентами.

  • Регулярные опросы (качественные). Регулярные (например, ежеквартальные) опросы помогают отследить долгосрочные тренды в опыте разработчиков, которые никогда не увидишь в сухих системных данных. Опросы — это не только про субъективщину вроде удовлетворенности, уверенности в изменениях или поддерживаемости кода, которые невозможно вытащить из системных логов. Через опросы можно собирать и количественные данные: пропускную способность по PR, процент сбоев и долю PR, сделанных с помощью ИИ. Это отличный способ получить данные там, где телеметрия недоступна или её сбор нецелесообразен.

  • Точечные опросы в моменте (качественные). Этот метод про сбор фидбэка прямо в процессе работы — короткие вопросы в ключевых точках. Например, после отправки PR можно быстро спросить, использовался ли ИИ при написании кода, и показался ли сгенерированный код проще или сложнее для понимания.

Проще всего начать с регулярных опросов. Они быстро дадут вам микс из данных и о рабочем процессе, и о его восприятии, что никогда не достанешь просто из системных логов. Запустить опрос и получить первые данные можно за неделю-две, и их детальности обычно хватает для принятия большинства решений. Помните: чем точнее измерение, тем оно дороже. Когда вешаешь шторы, погрешность в миллиметр не страшна. Совсем другое дело — когда строишь ракету. Большинство наших решений как руководителей — это как раз про «повесить шторы», а не «построить ракету». Нам достаточно разумной степени точности для движения в верном направлении.

Со временем можно подключать и другие источники данных. Комбинируя разные методы, вы сможете перепроверять выводы из нескольких источников. Например, можно спрашивать разработчиков, как они оценивают качество, и одновременно следить за процентом сбоев и количеством инцидентов.

Определения и методы расчета для распространенных ИИ-метрик

Чтобы применить эти идеи у себя, пользуйтесь этим глоссарием распространенных ИИ-метрик — он поможет понять, как определить и собрать данные. Полный глоссарий по метрикам ИИ и продуктивности разработчиков ниже:

ИИ-метрики и метрики продуктивности разработчиков, часть 1
ИИ-метрики и метрики продуктивности разработчиков, часть 1
ИИ-метрики и метрики продуктивности разработчиков, часть 2
ИИ-метрики и метрики продуктивности разработчиков, часть 2

Как применить эти идеи у себя

У компаний, с которыми я общалась для этой статьи, нет универсальных рецептов по стратегии внедрения ИИ. Но у них выстроена система, которая дает достаточно данных, чтобы вовремя заметить, что что-то пошло не так.

И помните: мы не гонимся за высоким процентом внедрения и какой-то одной красивой цифрой. Наша цель — понять, помогает ли ИИ делать качественный софт, который решает проблемы клиентов, и делать его быстрее. Метрики нужны, чтобы понять, где, как и почему ИИ помогает (или не помогает) достичь этих целей. И на основе этого либо дальше давить на газ, либо менять курс.

Задумайтесь о своей стратегии измерений. Можете ли вы ответить на вопрос:

«Помогает ли ИИ нам стать лучше в том, что и так всегда было важно: качество, скорость выхода на рынок и беспроблемный опыт разработчиков?»

Если ответ «пока нет», вот несколько тем, которые стоит поднять на следующей встрече с руководством:

  • У нас вообще есть четкое определение, что такое «эффективная работа отдела разработки»?

  • Есть ли у нас данные о том, как мы работали до ИИ? Если нет, как нам быстро получить исходные показатели?

  • Мы не путаем активность вокруг ИИ с его реальным влиянием?

  • Сбалансированы ли наши метрики? Учитывают ли они и скорость, и качество, и поддерживаемость?

  • Видим ли мы, как ИИ-инструменты влияют на опыт разработчиков?

  • Комплексный ли у нас подход к измерениям? Мы смотрим и на системные данные, и на данные от самих разработчиков?

7. Опыт Monzo: как они измеряют влияние ИИ

Чтобы перейти от общих рассуждений к практике, мы с Лорой поговорили с командой инновационного банка Monzo Bank — одного из заметных игроков с развитой инженерной средой и прагматичным подходом к внедрению ИИ.

Сухаил Патель, руководитель платформенных команд в Monzo, рассказал, как в их компании оценивают пользу ИИ-инструментов для разработчиков.

— С каких ИИ-инструментов вы начинали?

— Первым был GitHub Copilot. Уверен, что так у большинства компаний, и всё благодаря гениальному ходу GitHub: Copilot не продавали как отдельный продукт, он просто незаметно появился в VS Code. С нами связался их менеджер и просто проинформировал, что Copilot теперь часть нашей корпоративной лицензии. Посоветовали попробовать и подключить всех разработчиков.

Это был первый раз, когда наши разработчики смогли по-настоящему погонять технологию в боевых условиях: попробовать режим агента, пообщаться с чатами, оценить умный автокомплит. Именно тогда пришло первое понимание, какой у этих инструментов потенциал.

С тех пор мы попробовали и Cursor, и Windsurf, и Claude Code, но по-прежнему вкладываемся и в Copilot.

— Какой совет дадите руководителям разработки по оценке ИИ-инструментов?

— Мы считаем так: не быть в курсе этого стремительно меняющегося ландшафта инструментов — значит играть вслепую. Можно было бы сидеть на одном Copilot, но новинки появляются постоянно! И пока не попробуешь сам, все твои представления о них — не более чем догадки.

Мой главный совет — получайте собственный, практический опыт. Пусть ваши инженеры каждый день работают с этими инструментами, пишут с ними свой код, создают свои файлы agents.md. Только в реальной работе станет ясно, на что способен инструмент. Ему нужно дать максимум контекста, чтобы он раскрыл свой потенциал.

И ещё важный момент: объективно оценить эти инструменты сложно. Нужно быть готовым к тому, что часть оценки всегда будет субъективной. Цифры, которые мы измеряем «объективно» — это статистика использования и локальные тесты производительности. А далее мы уже проводим кучу DX-опросов, чтобы понять реальное мнение разработчиков касательно всех используемых инструментов».

— Как понять, что ИИ-инструменты реально работают и окупаются?

— Вопрос на миллион долларов. Соврал бы, если бы сказал, что у нас есть единственно верный ответ. Сейчас многое завязано на субъективных ощущениях. Если разработчики чувствуют, что инструмент приносит им пользу — на данном этапе этого уже достаточно!

Ведь ИИ помогает не только писать код. Наши разработчики говорят, что инструменты здорово выручают, когда нужно:

  • быстро и просто найти нужную документацию;

  • сделать короткую выжимку из текста;

  • лучше разобраться в коде.

... и в целом, просто снижают когнитивную нагрузку, если подобрать правильный инструмент.

Мы работаем на очень конкурентном рынке, и наши разработчики должны иметь доступ к лучшим инструментам. Если мы не дадим им то, чем пользуются в других стартапах, они просто разочаруются в компании и уйдут.

— Почему так сложно измерить реальную пользу от ИИ? Какие метрики вы используете?

— Честно говоря, измерить, насколько эти инструменты помогают бизнесу — адски сложно. Например, как нам понять, что мы стали на 30% эффективнее именно благодаря коду, который сгенерировал ИИ? Если на то, чтобы «допилить» и исправить этот код, уходит столько же времени, сколько на написание с нуля, то мы не продвинулись ни на шаг!

Проблема в том, что вендоры — будь то Microsoft, Google или кто-то ещё — измеряют то, что могут, и выдают вам эти цифры. А измерять они могут только косвенные показатели вроде acceptance rate. Большинство компаний, и мы в их числе, пока просто не готовы к тому, чтобы точно измерить влияние ИИ на бизнес.

Конечно, в теории можно было бы провести A/B тест: одна команда с ИИ, другая — без. Но давайте будем честны, это нереально. Не думаю, что эту область вообще можно A/B-тестить, по крайней мере, для большинства команд.

Чтобы получить реальную картину, нужно забирать телеметрию у вендоров, которые совсем не горят желанием делиться настоящими цифрами. Если бы мы захотели получить точную статистику использования, нам пришлось бы собирать её из кучи инструментов: GitHub Copilot, Gemini, Google Workspaces, Slack, Notion... У всех есть ИИ-фичи, но собрать всё воедино — практически невозможно! Вендоры намеренно делают телеметрию непрозрачной — так они сохраняют конкурентное преимущество и удерживают клиентов. В результате получить действительно нужные данные об использовании очень и очень трудно, даже самые базовые вещи вроде «как часто использовались ИИ-функции в этом инструменте и какую пользу из этого извлекли пользователи».

К сожалению, сегодня единственный способ получить эти данные довольно агрессивный: установить на ноутбуки разработчиков специальные агенты, которые будут отслеживать их действия. Чтобы было ясно — я не сторонник такого подхода, и мы так не делаем. Но если этот вариант отпадает, у вас на руках остаются лишь субъективные ощущения о том, что работает, а что — нет.

— В каких областях эти инструменты работают особенно хорошо?

— Где ИИ реально приносит существенную пользу, так это в миграциях. Когда нам нужно переехать на новую технологию или внедрить свежие библиотеки и зависимости, эти инструменты творят магию. Они сами могут связать модификации кода и накидывают черновик большей части миграции. Человек подключается, только когда задача становится слишком уж заковыристой. По ощущениям, на миграциях мы экономим 40–60% сил по сравнению с тем, как это было раньше.

Вот вам пример: у нас сейчас большой проект по аннотированию нашего инструментария для работы с данными. Разработчикам нужно вручную определить ряд сущностей и связей для нескольких существующих моделей. Это очень монотонная и кропотливая работа.

А теперь мы можем натравить на это LLM. Модель делает первый проход, а разработчики потом просто просматривают изменения и правят то, в чем она ошиблась. LLM-ки берут на себя львиную долю самой нудной работы в таких четко очерченных задачах, а людям остается разобраться с нюансами. Пока что это ощущается как огромный прорыв. И это как раз тот случай, когда разработчики сами говорят, что видят реальную пользу.

— С какими подводными камнями пришлось столкнуться, когда вы начали применять ИИ-инструменты в разработке?

— Мне кажется, разработчики не до конца понимают, в какую копеечку на самом деле влетают эти LLM. Если бы люди получали от компании счета за свое реальное потребление токенов, вопрос оптимизации расходов стоял бы куда острее.

Приведу аналогию. Когда вы в Google Cloud пишете SQL-запрос в BigQuery, он прикидывает, сколько данных придется просканировать, и вы сразу видите цену вопроса во времени и ресурсах. Например, система говорит: «этот запрос просканирует 10 ГБ». Вы, скорее всего, подумаете: «Ерунда, поехали». А в другой раз она скажет: «Этот запрос просканирует 500 ТБ». И тут вы уже задумаетесь: «Ого, столько мне точно не нужно, надо переписать».

У нас была похожая история с код-ревью от Copilot: выхлопа было мало, а токенов улетала куча. Мы включили автоматическое ревью от GitHub Copilot. Инструмент сжигал уйму токенов, предлагая нам правки. Но вскоре мы поняли, что эти подсказки были бесполезны! В итоге мы просто тратили деньги и тормозили разработчиков, которым приходилось отвлекаться на бессмысленные рекомендации.

Так что мы отключили эту функцию по умолчанию. Разработчики по-прежнему могут запросить ревью от Copilot, но теперь это опция из разряда «по желанию».

— В каких областях вы решили не использовать ИИ вообще?

— Мы решили не использовать ИИ в самых чувствительных для бизнеса областях. Например, мы жестко пресекаем любые попытки его применения везде, где хранятся любые клиентские данные, даже обезличенные. Это касается и нашего хранилища данных — несмотря на то что информация о клиентах там полностью анонимизирована и доступна разработчикам только по запросу.

Пока у нас не будет стопроцентной уверенности в безопасности, мы не хотим, чтобы люди играли с огнем в отношении персональных данных.

Бывают ситуации, когда я прошу Cursor написать shell-скрипт, а он подкидывает какие-то случайные лицензионные или API-ключи — те самые, которые кто-то оставил в своем окружении и которые агент успел проиндексировать. Не хотелось бы, чтобы подобное случилось с более «чувствительными» данными.

— Как вы в целом смотрите на ИИ-инструменты в контексте разработки?

— Мой подход простой. Мы как платформенная команда должны:

  • Выстраивать границы. Обеспечивать безопасное использование ИИ-инструментов, чтобы разработчикам не приходилось беспокоиться об утечках данных.

  • Делиться примерами. Рассказывать как об успешных кейсах, так и о провалах (где инструменты сработали, а где нет).

  • Быть максимально открытыми. Рассказывать, какие промпты не сработали, или когда кто-то убил полдня, пытаясь заставить промпт работать, хотя мог бы за это время просто решить проблему руками.

  • Видеть обе стороны медали. Важно подмечать и плюсы, и минусы. Речь не о том, чтобы сказать «скептики правы!» или «сторонники ИИ победили!». Мы за взвешенный подход.

  • Помнить об ограничениях. Мы постоянно говорим людям, чтобы они не забывали о пределах возможностей ИИ. Ограничения есть у всего: и у людей, и у LLM.

Выводы

Огромное спасибо Лоре за её исследование и данные о том, как компании измеряют эффективность ИИ и, конечно, Сухаилю — за откровенный рассказ о подходе Monzo к ИИ-инструментам и их практическом опыте.

Измерение влияния ИИ — область довольно новая, и единственно верного способа тут нет. Даже гиганты вроде Microsoft и Google, работающие на одном поле, подходят к измерениям по-разному. Таблицы выше отлично показывают: у каждой компании свой «почерк» в этом деле.

Измерять противоречивые, на первый взгляд, метрики абсолютно нормально. Так делают почти все. Самый частый пример: отслеживать процент неудачных изменений (или похожие метрики — частоту или долю багов в проде) и одновременно — частоту pull request'ов. Первая метрика — про надежность, вторая — про скорость. Гнать быстрее есть смысл, только если не страдает надежность. Поэтому и измерять нужно обе!

Измерить влияние ИИ-инструментов на команды так же сложно, как и измерить продуктивность самих разработчиков. А над последней задачкой индустрия бьется уже больше десяти лет. Мы давно поняли, что не существует одной-единственной метрики, которая покажет, насколько продуктивна команда. Любой показатель можно «накрутить», не став при этом эффективнее. В 2023 году консалтинговый гигант McKinsey уверенно заявил, что они раскрыли секрет измерения продуктивности. Но мы с Кентом Беком, создателем экстремального программирования, отнеслись к этому заявлению скептически и опубликовали свой ответ в статье «Измеряем продуктивность разработчиков? Ответ McKinsey».

Пока мы не разберемся, как адекватно измерять продуктивность разработчиков, мы вряд ли до конца поймем, как измерять и влияние ИИ на эту продуктивность. Да, готового решения нет, но это не значит, что нужно сидеть сложа руки. Нам нужно продолжать экспериментировать и искать ответ на вопрос: «Как все эти ИИ-инструменты меняют ежедневную и ежемесячную эффективность — и отдельного человека, и команды, и компании в целом?».

Источник

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    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 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 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. 

  • 12.12.25 22:38 swanky

    After reading some reviews on how [anthonydaviestech AT gmail dot (c om) helps people recover money and Cryptocurrencies lost to scammers, I decided to contact him to help me recover mine which I lost in february 2025. To my surprise he was able to trace the USDT from the first wallet to all the wallets it has been sent to. He moved them out of those wallets and returned them back to mine and even added extra to me, it felt like magic.

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