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Н Новости

GigaConf запечатлённый: чем запомнилась технологическая конференция Сбера

Привет, Хабр! 27 июня в Москве прошла конференция GigaConf 2024, на которой эксперты Сбера и других ведущих компаний рассказали о развитии технологий искусственного интеллекта (AI) — в первую очередь для разработчиков. У Хабра здесь была своя медиастудия, где мы взяли несколько интервью с ключевыми спикерами.

Хабр пригласил меня тоже посетить GigaConf и сделать с конференции полноценный репортаж, поделиться живыми впечатлениями. А в процессе я ещё и пообщался с сотрудниками Сбера и других компаний, чтобы побольше узнать о свежих (и обновлённых) технологиях, которые меня заинтересовали. Всеми подробностями и впечатлениями о конференции делюсь под катом.

Мощные перспективы искусственного интеллекта

Солнечное июньское утро в креативном пространстве «Дизайн завод» прекрасно располагало к открытию конференции. Дух современных технологий витал по всему пространству. По территории прогуливается вот такой симпатичный робопёс.

Робопёс
Робопёс

Насмотревшись на дога, я иду в основной зал конференции на…

Пленарный доклад

Пленарную часть открыл старший вице-президент, руководитель блока «Технологическое развитие» Сбербанка Андрей Белевцев. Он рассказал о вызовах, которые сейчас стоят перед специалистами по искусственному интеллекту и об успехах, которых удалось добиться разработчикам Сбера за последнее время.

«Очень часто наши клиенты даже не знают, что в наших решениях используются технологии искусственного интеллекта, однако без них представить клиентский опыт сейчас уже невозможно». Андрей отметил, что более 80% разработчиков, опрошенных Сбером, уже используют AI в личных проектах. Генеративные модели тестируют или уже внедрили 60% компаний. И что AI поможет повысить продуктивность в сфере разработки в ближайшие полтора года более чем на 20%.

Разработками самого Сбера пользуется множество компаний. Более четырёх тысяч бизнесов разных размеров внедрили у себя GigaChat. В том числе решение применяется в сложных кейсах: к примеру, Сибур интегрировал GigaChat в свои бизнес- и производственные процессы.

«AI вместе или вместо инженера?» Останутся ли айтишники без работы из-за AI? Продукты Сбера отвечают на оба вопроса: однозначно вместе. Сегодня до 25% кода сотрудники Сбера пишут с помощью AI-ассистента GigaCode, количество установок которого превысило 20 000.

Отдельно Андрей отметил GigaIDE — собственную среду разработки Сбера: в ней работают все плагины, которыми привыкли пользоваться айтишники. В неё тоже встроен GigaCode.

В целом AI-продукты для айтишников Сбер развивает именно по запросам и обратной связи от целевой аудитории: выясняет, что нравится и не нравится инженерам, работающим с этими решениями, какие у них есть ещё незакрытые потребности.

Подводя итоги, Андрей отметил: «Верю, что в 2025 году не будет ни одного успешного приложения, написанного без AI». И этим задал тон всей конференции — именно развитию AI-технологий во всех сферах на ней уделили особое внимание. Сам Андрей больше рассказал о них в интервью на медиастудии Хабра.

Максут Шадаев и Андрей Белевцев на сцене во время пленарного доклада
Максут Шадаев и Андрей Белевцев на сцене во время пленарного доклада

Далее выступил министр цифрового развития, связи и массовых коммуникаций Российской Федерации Максут Шадаев. Он рассказал о самых сложных и амбициозных направлениях нацпроекта «Экономика данных и цифровая трансформация государства». Это развёртывание низкоорбитальной группировки спутников связи, внедрение облачных цифровых платформ во всех отраслях экономики вместо лоскутной цифровизации снизу и государственные сервисы на основе искусственного интеллекта.

Гостья из Китая Сяомань Ху (Hu Xiaman), лидер сообщества MindSpore, рассказала о достижениях проекта в области развития AI-технологий: open-source-фреймворк помогает быстрее тренировать, файнтюнить и дебажить AI-модели. MindSpore выпустили уже более 20 фундаментальных моделей на GitHub, их используют около 40% китайских компаний, занятых в сфере искусственного интеллекта. Компания намерена выступать акселератором инноваций, следуя относительно малыми шагами к большому общему успеху для отрасли по всему миру.

В конце пленарного доклада руководитель Управления экспериментальных систем машинного обучения SberDevices Сергей Марков поделился планами развития нейросетевой модели GigaChat. После его выступления я взял у Сергея небольшое интервью, чтобы узнать о GigaChat больше.

Сергей Марков. Безопасность AI и GigaChat

Сергей, расскажите о перспективах развития GigaChat. Какие нововведения ждут пользователей этого сервиса, какие основные векторы развития?

Планы у нас весьма обширные, в основном по следующим направлениям:

1) Дальнейшее усиление общего «интеллекта» модели — модель станет ещё «умнее», будут усовершенствованы механизмы RAG, увеличится длина контекста модели, что позволит ей более эффективно работать с большими документами. Также будет улучшена работа с функциями.

2) Мультимодальность — модель получит новые возможности для работы с изображениями, аудио и видео.

3) Мультиагентность — модель получит новые инструменты, появятся коннекторы с различными внешними системами: от мессенджеров до офисного ПО, будут усилены возможности модели в области построения рассуждений.

4) Развитие пользовательского опыта — от развития системы персонажей до разных интерфейсных улучшений (отрисовка графиков, выполнение кода, интерактивные инструменты работы с текстом и т. д.).

У вас огромный опыт работы с AI. Расскажите, какие угрозы или проблемы с безопасностью есть у инструментов разработки, использующих искусственный интеллект. Например, злоумышленники могут обучить нейросеть уязвимому коду, который затем будет предлагаться легальным разработчикам…

Конечно, массовое применение AI в разработке программного обеспечения несёт риски, которыми необходимо грамотно управлять. Специалисты по кибербезопасности рассматривают гипотетические сценарии, в которых злоумышленники могут осуществить инъекции в обучающую выборку моделей, используемых в разработке ПО, спровоцировав генерацию потенциально уязвимого или вредоносного кода.

Но важно понимать, что для этого требуется стечение множества обстоятельств: знания злоумышленниками того, какие именно источники используются для обучения (на практике обучающие данные проходят через жёсткие фильтры), наличие у организаторов атаки возможности производить инъекции, а также должен отсутствовать контроль генерируемого кода (на практике он всё равно просматривается разработчиками). Конечно, всё это не значит, что атаки такого рода совсем невозможны. Специалисты активно их изучают и разрабатывают соответствующие средства защиты. В целом такие сценарии мало добавляют к уже существующим угрозам инъекций в open-source-репозитории.

Можете дать прогноз, когда искусственный интеллект начнёт разрабатывать искусственный интеллект? Какие проблемы при этом возникнут?

В некоторой степени это происходит уже сейчас: различные техники нейросетевого поиска архитектур (Neural architecture search, NAS), AutoML, автоматизированного подбора гиперпараметров обучения уже стали стандартной частью стека технологий машинного обучения. Многие современные модели создавались с применением этих техник.

Скорее всего, вклад этих методов в создание новых моделей будет расти — по мере того, как сами эти методы будут становиться более совершенными. Что касается проблем, то основными лимитирующими факторами в развитии этих технологий являются дефицит вычислительных мощностей (любое метаобучение требует на порядок больше вычислительных ресурсов, чем само обучение) и ограниченный (пока что) эффект от применения таких методов (не всегда оптимальное поисковое пространство, трата вычислений на не самые перспективные гипотезы и т. д.). Но в целом я смотрю на развитие этого направления с оптимизмом и надеюсь, что системы AI в будущем помогут нам создавать всё более совершенные системы AI.

Аишный павильон

Сергей продолжил разговор о перспективах ИИ в медиастудии Хабра, а я осмотрелся на площадке конференции. После пленарной части начались выступления участников в потоках. Всего на GigaConf их было семь: Стратегии инновации, ML/AI, Системный анализ, Инструменты разработчика, Инженерия данных, Безопасность приложений и DevOps. Большинство площадок располагались в отдельных зданиях.

Но доклады необязательно было слушать в зале. На территории пространства оборудовали площадь со сценой и большими экранами, где можно было устроиться в удобных мягких пуфах и смотреть выступления под открытым небом.

Площадка8ae666e92c5b266d6fdaa8b05989a89c.png
Площадка
Площадка
8ae666e92c5b266d6fdaa8b05989a89c.png

Меня особо заинтересовал расположившийся рядом со сценой павильон Сбера, где демонстрировались различные AI-продукты компании — большинство можно было протестировать или посмотреть наглядные демонстрации от разработчиков.

На входе встречал экран инструментом для генерации 3D-моделей. Участники конференции создавали с его помощью мускулистых миньонов, очень жирных котов и капибарби. Модели хоть и низкополигональные, но сразу готовые к экспорту в Blender.

Котик и капибараd2de1d6ca1ab4dd5ec2caaf4f0411bed.png
Котик и капибара
Котик и капибара
d2de1d6ca1ab4dd5ec2caaf4f0411bed.png

Команда GigaChat показывала в павильоне, как искусственный интеллект работает с изображениями и текстом в разных ситуациях. Одна из ключевых рабочих целей сейчас — научить модель точно считывать и верно интерпретировать текст с изображений. Но примеры работы с картинками и текстами для конференции ребята подобрали скорее прикольные, по фану.

Например, модель пыталась выяснить, кто чей хозяин на фотке айтишника с котом. Сперва дала верный ответ, но после повторного вопроса засомневалась и объявила: кот владеет айтишником. В принципе, недалеко от истины...

Библиотека GigaChain приоткрывала завесу над будущим рутинных задач в IT: два AI-агента на экране решали в автономном диалоге различные таски. Агент-менеджер генерил задачки с разными условиями («проанализируй-ка динамику сепулек в сепуляторе за квартал по моим вводным данным об объёмах и скорости сепуления») и кидал эти задачи в агента-исполнителя. А тот писал код, который поможет таск разрешить, да ещё и с чёткими комментариями в каждом блоке. Нейроменеджер проверял результаты, выявлял ошибки и требовал доработок — прямо как настоящий!

Много кода
Много кода

С некоторыми задачками диалог заканчивался почти мгновенно: исполнитель с первого раза выдавал качественное решение и переходил к следующему таску. Иногда диалог затягивался, но в целом пара агентов справлялась — видимо, суля айтишникам будущего роль «менеджеров над менеджерами».

Рядом представляли уже известные посетителям пленарки GitVerse, GigaCode, а также платформу облачных технологий Platform V — портфолио продуктов для различных облачных задач, от СУБД до сервиса аутентификации. Изначально Сбер разрабатывал их для внутреннего использования, а затем расширил доступность для внешних клиентов.

Эти более серьёзные продукты «потрогать» было уже нельзя, поэтому я решил расспросить о них специалистов Сбера. И поговорил с Сергеем Шелепиным, рассказавшим подробнее о GigaCode.

Сергей Шелепин. GigaCode и его перспективы

Какие языки программирования и среды разработки поддерживает GigaCode сейчас и поддержка каких планируется?

На сегодняшний день мы поддерживаем больше 30 языков и больше 10 интегрированных сред разработки, хотя начинали мы всего с четырёх языков корпоративного стека. В дальнейшем хотим добиться того, чтобы любой разработчик мог работать на нашем стеке.

Что касается поддержки IDE, то на сегодняшний день, как я уже упоминал, мы доступны в нескольких средах, таких как семейство IDE от JetBrains, VSCode, Jupyter Notebook, GigaIDE, хотим ещё выпустить поддержку JupyterLab. В дальнейшем планируем поддерживать наиболее популярные у разработчиков IDE.

Существует ли какой-то порог входа для GigaCode? Или AI-ассистентом может эффективно пользоваться как джун, так и сеньор?

Как такового порога нет. Вы как разработчик можете установить плагин, начать писать код и смотреть, как ассистент помогает в разработке, предлагает различные подсказки, которые вы можете принять и поправить, задавать вопросы в чат о разработке, девопсе и других полезных инструментах.

Но здесь важно отметить, что ассистент — это инструмент из серии easy to learn, hard to master. Есть свои нюансы, но чтобы его использовать на полную мощность, нужно хорошо понимать, что вам нужно сделать.

GigaCode разрабатывался в помощь разработчикам. А есть ли функционал, полезный для реверсеров, исследующих код, вирусных аналитиков и багхантеров?

У нас есть возможность объяснения кода: когда вы можете получить словесное описание фрагмента кода на экране, это позволяет существенно ускорить анализ. Как известно, лучший баг — тот, который не случился. Поэтому GigaCode позволяет написать необходимые тесты для того, чтобы разработчики могли хорошо протестировать свой код и исключить наличие багов.

Эйчар-площадка и атмосфера на конференции

Про перспективы AI-ассистента разработчика Сергей рассказал на нашей медиастудии. А я решил посетить расположившуюся неподалёку от AI-павильона эйчар-площадку: специалисты Сбера проводили на ней карьерное консультирование. На площадке всегда было оживлённо, на стоявшей рядом стене оставили множество пожеланий, а в специальной группе в ТГ участники активно забивали слоты для консультаций.

Стена для подписей
Стена для подписей

Здесь не только работали, но и отдыхали — играли в айтишный элиас и 100 к 1. Я отправился дальше набираться впечатлений.

Неподалёку от большой сцены стояли аркадные автоматы: Пэкман, Punch-Out, третий Мортал Комбат. Слушатели вставали с мягких кресел, чтобы немного развлечься между докладами. В сочетании с открытой площадкой это придавало конфе весьма расслабленную атмосферу: здесь не просто все свои — здесь вообще не ждут от тебя какой-то формальности.

Похожая ситуация была на отдельной площадке Cloud.ru: компания приглашала поиграть в уно с айтишным флёром и ответить на викторину «Правда и мифы о Cloud.ru». За все активности бот в ТГ выдавал баллы, которые можно было обменять на мёрч или выпить за них айтишный (безалкогольный, конечно же) коктейль. Я настроился всерьёз послушать презентацию Cloud.ru о том, что же компания представляет на конференции. Но перед этим поймал на небольшую беседу Анатолия Шипова — управляющего директора СберТеха, лидера направления GitVerse. Он рассказал, какие задачи выполняют эти решения.

Анатолий Шипов. О GitVerse и GigaIDE

GigaIDE интегрируется только с GitVerse или возможны варианты интеграции с другими репозиториями?

GigaIDE поддерживает ряд языков: Java, Python, JS, TypeScript и другие. Доступен в виде локальной установки, а также ведётся работа по интеграции с облаком и совместимости с GitVerse.

Сегодня задача прописывания настроек Java и переменных окружения может потребовать выполнения инструкций на нескольких экранах. На всё разработчик тратит много времени. Но в нашем IDE за несколько секунд поднимается окружение, выполняется проброс портов и настройка параметров, причём всё это выполняется независимо от среды.

Как мигрировать проекты с других площадок на GitVerse?

Если разработчику удобно работать в нашей среде, но при этом он не хочет терять своё комьюнити, например на Github, то он может настроить зеркало в несколько кликов и в GitHub польются изменения с нашего репозитория. Сейчас импорт и зеркалирование доступны в обе стороны. Дальше мы будем развивать возможности импорта и адаптеры к разным системам. При этом большой запрос есть по корпоративным системам с внутренними облаками. Нет проблемы и с доступностью регистрации на GitVerse без российского номера. Сейчас разработчики из других стран могут свободно пользоваться нашим репозиторием.

Расскажите подробнее о том, как AI ассистент помогает разработчикам писать код.

Очень часто технологии автоматизации и искусственный интеллект разработчики устанавливают, что называется, сбоку, в качестве такой дополнительной опции. Но мы строим платформу GitVerse таким образом, чтобы AI был доступен в любом инструменте, что позволяет сократить время на выполнение разработчиками рутинных задач. На этой конференции мы представили большое обновление, в котором усовершенствована языковая модель, имеется чат для взаимодействия с системой, короткие команды, частичное принятие подсказок и многое другое.

Также добавлены две экспериментальные функции. Первая — code review: одна кнопка подготавливает ревью, подсвечивает основные вещи, стиль, логические элементы. Вторая функция — это оценка трудозатрат и аналитика. Можно спрогнозировать, сколько стоит разработать аналогичное приложение и сравнить трудозатраты.

Марио в выгодном контейнере

За разговором мы с Анатолием как раз добрались до медиастудии Хабра, где он поделился ещё деталями о GitVerse. Я тем временем вернулся к мини-площадке Cloud.ru.

На стенде Cloud.ru — ноутбук, на экране — игра про Марио. Водопроводчик заключён в контейнер — один из множества в продукте Container Apps, который демонстрирует компания. Закрыв веб-страницу с игрой, разработчик показывает мне весь путь развёртки образа в новом контейнере. Технические детали и интерфейс понятны, накликать себе контейнер можно быстро и удобно, но главное, что цепляет моё внимание в Container Apps, — автоматическое масштабирование с мягкими и жёсткими ограничениями плюс оплата только за время активной работы контейнеров.

Так решаются две проблемы. Разработчикам не нужно платить за постоянное нахождение в облаке сайта или сервиса, которым пользуются в месяц час от силы. И нет шансов однажды утром проснуться в адских долгах, потому что ночью был наплыв юзеров и тебе выставили счёт за нереальное количество контейнеров.

Пока мы обсуждаем, что это особенно удобно для небольших разработок и пет-проектов, развёртка успешно завершается — Марио снова на экране. Разработчик пытается найти клавиши управления, Марио перескакивает через черепаху, но проваливается в пропасть посередине уровня 1–1. Остаётся только посетовать: «Хотел спасти принцессу, но не в этот раз». За мной уже образовалась небольшая очередь, так что я даю другим участникам возможность оценить, счастлив ли водопроводчик в контейнере, а сам спешу на последнее сегодняшнее интервью — как раз со специалистом Cloud.ru.

Михаил Сайнуков. Проблемы технологической независимости

В последние два года вопросы импортозамещения и технологической независимости стоят в стране достаточно остро. На конференции эту тему раскрыл в своём выступлении Михаил Сайнуков из Cloud.ru. Мне в беседе он поделился своим видением проблем технологической независимости.

Для каких отраслей вы рассматриваете использование технологической платформы для достижения технологического суверенитета?

Любые компании используют IT, с помощью чего напрямую осуществляется бизнес или технологии берут на себя необходимую вспомогательную функцию, напрямую влияющую на бизнес. Создание такой платформы наиболее актуально любым крупным компаниям, которые обладают собственным парком вычислительного оборудования, предпочитают самостоятельно управлять инфраструктурой, хотят или уже активно пробуют новые технологии, а также ведут разработку чего-то нового для себя или для рынка.

Многие современные решения по импортозамещению базируются на использовании готовых решений с открытым кодом и минимальными дополнениями. Насколько, по-вашему, это правильный путь? Не попадём ли мы таким образом в скрытую зависимость от иностранных решений? Например, как в случае с блокировкой доступа к Docker Hub.

Cloud.ru ещё на этапе планирования принял для себя стратегию максимально возможной собственной разработки элементов решения. Всё, что мы берём извне, проходит жёсткие проверки на работоспособность под промышленными нагрузками, а также на чистоту исходного кода и используемых зависимостей. Планируя взять что-то к себе «на борт», мы полностью уверены в том, что знаем, как оно сделано и работает, что можем самостоятельно модифицировать компонент, добавлять новую функциональность и поддерживать бесперебойную работоспособность. Если же существующие open-source-решения нас не удовлетворяют, мы разрабатываем свои. Пример — программно-определяемое хранилище. Мы не взяли уже знакомый многим Ceph или Gluster, а c нуля разработали собственный SDS на базе метода erasure-coding.

Как видоизменились IT-процессы в российских компаниях после начала событий 2022 года? В связи с импортозамещением они также переориентировались на отечественные методологии?

Ввиду того что нужно искать и тестировать отечественные решения и новые технологии, компаниям критически важно быть гибкими и уметь работать с различным «непрофильным» ПО: оркестраторы контейнеров, NoSQL-базы данных, распределённые кеши, брокеры сообщений и т. п. Зачем? Чтобы максимально быстро уметь тестировать те самые отечественные решения и новые технологии. Ведь зачастую они базируются на этом «фундаменте». Кроме того, важно иметь прозрачность на уровне вычислительной инфраструктуры, чтобы всегда уметь ответить на вопрос: «А как мы утилизируем наше железо?» и иметь возможность динамически работать с ресурсами, быстро выделяя песочницы для тестирования и разработки внутренних инициатив и продуктов.

GigaConf с высоты птичьего полёта (ну почти)
GigaConf с высоты птичьего полёта (ну почти)

Заключение

День клонится к вечеру. На уличной сцене уже начинают звучать «Дожди-пистолеты» от «Зверей», а я потихоньку двигаюсь к выходу с «Дизайн завода».

Наверное, эта прогулка и отражает лучше всего моё неформальное впечатление о конференции. Это было интересно как возможность заглянуть в будущее IT. Можно было увидеть, как технологии искусственного интеллекта уже сейчас реально меняют и привычный процесс разработки приложений, и сами инструменты для разработчиков. Круто, что бигтехи проводят такие конференции, и я надеюсь, что их частота и количество будет расти. Нам есть что рассказать — как внутри, так и миру. До новых встреч!

Привет, Хабр! 27 июня в Москве прошла конференция GigaConf 2024, на которой эксперты Сбера и других ведущих компаний рассказали о развитии технологий искусственного интеллекта (AI) — в первую очередь для разработчиков. У Хабра здесь была своя медиастудия, где мы взяли несколько интервью с ключевыми спикерами.

Хабр пригласил меня тоже посетить GigaConf и сделать с конференции полноценный репортаж, поделиться живыми впечатлениями. А в процессе я ещё и пообщался с сотрудниками Сбера и других компаний, чтобы побольше узнать о свежих (и обновлённых) технологиях, которые меня заинтересовали. Всеми подробностями и впечатлениями о конференции делюсь под катом.

Мощные перспективы искусственного интеллекта

Солнечное июньское утро в креативном пространстве «Дизайн завод» прекрасно располагало к открытию конференции. Дух современных технологий витал по всему пространству. По территории прогуливается вот такой симпатичный робопёс.

Робопёс
Робопёс

Насмотревшись на дога, я иду в основной зал конференции на…

Пленарный доклад

Пленарную часть открыл старший вице-президент, руководитель блока «Технологическое развитие» Сбербанка Андрей Белевцев. Он рассказал о вызовах, которые сейчас стоят перед специалистами по искусственному интеллекту и об успехах, которых удалось добиться разработчикам Сбера за последнее время.

«Очень часто наши клиенты даже не знают, что в наших решениях используются технологии искусственного интеллекта, однако без них представить клиентский опыт сейчас уже невозможно». Андрей отметил, что более 80% разработчиков, опрошенных Сбером, уже используют AI в личных проектах. Генеративные модели тестируют или уже внедрили 60% компаний. И что AI поможет повысить продуктивность в сфере разработки в ближайшие полтора года более чем на 20%.

Разработками самого Сбера пользуется множество компаний. Более четырёх тысяч бизнесов разных размеров внедрили у себя GigaChat. В том числе решение применяется в сложных кейсах: к примеру, Сибур интегрировал GigaChat в свои бизнес- и производственные процессы.

«AI вместе или вместо инженера?» Останутся ли айтишники без работы из-за AI? Продукты Сбера отвечают на оба вопроса: однозначно вместе. Сегодня до 25% кода сотрудники Сбера пишут с помощью AI-ассистента GigaCode, количество установок которого превысило 20 000.

Отдельно Андрей отметил GigaIDE — собственную среду разработки Сбера: в ней работают все плагины, которыми привыкли пользоваться айтишники. В неё тоже встроен GigaCode.

В целом AI-продукты для айтишников Сбер развивает именно по запросам и обратной связи от целевой аудитории: выясняет, что нравится и не нравится инженерам, работающим с этими решениями, какие у них есть ещё незакрытые потребности.

Подводя итоги, Андрей отметил: «Верю, что в 2025 году не будет ни одного успешного приложения, написанного без AI». И этим задал тон всей конференции — именно развитию AI-технологий во всех сферах на ней уделили особое внимание. Сам Андрей больше рассказал о них в интервью на медиастудии Хабра.

Максут Шадаев и Андрей Белевцев на сцене во время пленарного доклада
Максут Шадаев и Андрей Белевцев на сцене во время пленарного доклада

Далее выступил министр цифрового развития, связи и массовых коммуникаций Российской Федерации Максут Шадаев. Он рассказал о самых сложных и амбициозных направлениях нацпроекта «Экономика данных и цифровая трансформация государства». Это развёртывание низкоорбитальной группировки спутников связи, внедрение облачных цифровых платформ во всех отраслях экономики вместо лоскутной цифровизации снизу и государственные сервисы на основе искусственного интеллекта.

Гостья из Китая Сяомань Ху (Hu Xiaman), лидер сообщества MindSpore, рассказала о достижениях проекта в области развития AI-технологий: open-source-фреймворк помогает быстрее тренировать, файнтюнить и дебажить AI-модели. MindSpore выпустили уже более 20 фундаментальных моделей на GitHub, их используют около 40% китайских компаний, занятых в сфере искусственного интеллекта. Компания намерена выступать акселератором инноваций, следуя относительно малыми шагами к большому общему успеху для отрасли по всему миру.

В конце пленарного доклада руководитель Управления экспериментальных систем машинного обучения SberDevices Сергей Марков поделился планами развития нейросетевой модели GigaChat. После его выступления я взял у Сергея небольшое интервью, чтобы узнать о GigaChat больше.

Сергей Марков. Безопасность AI и GigaChat

Сергей, расскажите о перспективах развития GigaChat. Какие нововведения ждут пользователей этого сервиса, какие основные векторы развития?

Планы у нас весьма обширные, в основном по следующим направлениям:

1) Дальнейшее усиление общего «интеллекта» модели — модель станет ещё «умнее», будут усовершенствованы механизмы RAG, увеличится длина контекста модели, что позволит ей более эффективно работать с большими документами. Также будет улучшена работа с функциями.

2) Мультимодальность — модель получит новые возможности для работы с изображениями, аудио и видео.

3) Мультиагентность — модель получит новые инструменты, появятся коннекторы с различными внешними системами: от мессенджеров до офисного ПО, будут усилены возможности модели в области построения рассуждений.

4) Развитие пользовательского опыта — от развития системы персонажей до разных интерфейсных улучшений (отрисовка графиков, выполнение кода, интерактивные инструменты работы с текстом и т. д.).

У вас огромный опыт работы с AI. Расскажите, какие угрозы или проблемы с безопасностью есть у инструментов разработки, использующих искусственный интеллект. Например, злоумышленники могут обучить нейросеть уязвимому коду, который затем будет предлагаться легальным разработчикам…

Конечно, массовое применение AI в разработке программного обеспечения несёт риски, которыми необходимо грамотно управлять. Специалисты по кибербезопасности рассматривают гипотетические сценарии, в которых злоумышленники могут осуществить инъекции в обучающую выборку моделей, используемых в разработке ПО, спровоцировав генерацию потенциально уязвимого или вредоносного кода.

Но важно понимать, что для этого требуется стечение множества обстоятельств: знания злоумышленниками того, какие именно источники используются для обучения (на практике обучающие данные проходят через жёсткие фильтры), наличие у организаторов атаки возможности производить инъекции, а также должен отсутствовать контроль генерируемого кода (на практике он всё равно просматривается разработчиками). Конечно, всё это не значит, что атаки такого рода совсем невозможны. Специалисты активно их изучают и разрабатывают соответствующие средства защиты. В целом такие сценарии мало добавляют к уже существующим угрозам инъекций в open-source-репозитории.

Можете дать прогноз, когда искусственный интеллект начнёт разрабатывать искусственный интеллект? Какие проблемы при этом возникнут?

В некоторой степени это происходит уже сейчас: различные техники нейросетевого поиска архитектур (Neural architecture search, NAS), AutoML, автоматизированного подбора гиперпараметров обучения уже стали стандартной частью стека технологий машинного обучения. Многие современные модели создавались с применением этих техник.

Скорее всего, вклад этих методов в создание новых моделей будет расти — по мере того, как сами эти методы будут становиться более совершенными. Что касается проблем, то основными лимитирующими факторами в развитии этих технологий являются дефицит вычислительных мощностей (любое метаобучение требует на порядок больше вычислительных ресурсов, чем само обучение) и ограниченный (пока что) эффект от применения таких методов (не всегда оптимальное поисковое пространство, трата вычислений на не самые перспективные гипотезы и т. д.). Но в целом я смотрю на развитие этого направления с оптимизмом и надеюсь, что системы AI в будущем помогут нам создавать всё более совершенные системы AI.

Аишный павильон

Сергей продолжил разговор о перспективах ИИ в медиастудии Хабра, а я осмотрелся на площадке конференции. После пленарной части начались выступления участников в потоках. Всего на GigaConf их было семь: Стратегии инновации, ML/AI, Системный анализ, Инструменты разработчика, Инженерия данных, Безопасность приложений и DevOps. Большинство площадок располагались в отдельных зданиях.

Но доклады необязательно было слушать в зале. На территории пространства оборудовали площадь со сценой и большими экранами, где можно было устроиться в удобных мягких пуфах и смотреть выступления под открытым небом.

Площадка8ae666e92c5b266d6fdaa8b05989a89c.png
Площадка
Площадка
8ae666e92c5b266d6fdaa8b05989a89c.png

Меня особо заинтересовал расположившийся рядом со сценой павильон Сбера, где демонстрировались различные AI-продукты компании — большинство можно было протестировать или посмотреть наглядные демонстрации от разработчиков.

На входе встречал экран инструментом для генерации 3D-моделей. Участники конференции создавали с его помощью мускулистых миньонов, очень жирных котов и капибарби. Модели хоть и низкополигональные, но сразу готовые к экспорту в Blender.

Котик и капибараd2de1d6ca1ab4dd5ec2caaf4f0411bed.png
Котик и капибара
Котик и капибара
d2de1d6ca1ab4dd5ec2caaf4f0411bed.png

Команда GigaChat показывала в павильоне, как искусственный интеллект работает с изображениями и текстом в разных ситуациях. Одна из ключевых рабочих целей сейчас — научить модель точно считывать и верно интерпретировать текст с изображений. Но примеры работы с картинками и текстами для конференции ребята подобрали скорее прикольные, по фану.

Например, модель пыталась выяснить, кто чей хозяин на фотке айтишника с котом. Сперва дала верный ответ, но после повторного вопроса засомневалась и объявила: кот владеет айтишником. В принципе, недалеко от истины...

Библиотека GigaChain приоткрывала завесу над будущим рутинных задач в IT: два AI-агента на экране решали в автономном диалоге различные таски. Агент-менеджер генерил задачки с разными условиями («проанализируй-ка динамику сепулек в сепуляторе за квартал по моим вводным данным об объёмах и скорости сепуления») и кидал эти задачи в агента-исполнителя. А тот писал код, который поможет таск разрешить, да ещё и с чёткими комментариями в каждом блоке. Нейроменеджер проверял результаты, выявлял ошибки и требовал доработок — прямо как настоящий!

Много кода
Много кода

С некоторыми задачками диалог заканчивался почти мгновенно: исполнитель с первого раза выдавал качественное решение и переходил к следующему таску. Иногда диалог затягивался, но в целом пара агентов справлялась — видимо, суля айтишникам будущего роль «менеджеров над менеджерами».

Рядом представляли уже известные посетителям пленарки GitVerse, GigaCode, а также платформу облачных технологий Platform V — портфолио продуктов для различных облачных задач, от СУБД до сервиса аутентификации. Изначально Сбер разрабатывал их для внутреннего использования, а затем расширил доступность для внешних клиентов.

Эти более серьёзные продукты «потрогать» было уже нельзя, поэтому я решил расспросить о них специалистов Сбера. И поговорил с Сергеем Шелепиным, рассказавшим подробнее о GigaCode.

Сергей Шелепин. GigaCode и его перспективы

Какие языки программирования и среды разработки поддерживает GigaCode сейчас и поддержка каких планируется?

На сегодняшний день мы поддерживаем больше 30 языков и больше 10 интегрированных сред разработки, хотя начинали мы всего с четырёх языков корпоративного стека. В дальнейшем хотим добиться того, чтобы любой разработчик мог работать на нашем стеке.

Что касается поддержки IDE, то на сегодняшний день, как я уже упоминал, мы доступны в нескольких средах, таких как семейство IDE от JetBrains, VSCode, Jupyter Notebook, GigaIDE, хотим ещё выпустить поддержку JupyterLab. В дальнейшем планируем поддерживать наиболее популярные у разработчиков IDE.

Существует ли какой-то порог входа для GigaCode? Или AI-ассистентом может эффективно пользоваться как джун, так и сеньор?

Как такового порога нет. Вы как разработчик можете установить плагин, начать писать код и смотреть, как ассистент помогает в разработке, предлагает различные подсказки, которые вы можете принять и поправить, задавать вопросы в чат о разработке, девопсе и других полезных инструментах.

Но здесь важно отметить, что ассистент — это инструмент из серии easy to learn, hard to master. Есть свои нюансы, но чтобы его использовать на полную мощность, нужно хорошо понимать, что вам нужно сделать.

GigaCode разрабатывался в помощь разработчикам. А есть ли функционал, полезный для реверсеров, исследующих код, вирусных аналитиков и багхантеров?

У нас есть возможность объяснения кода: когда вы можете получить словесное описание фрагмента кода на экране, это позволяет существенно ускорить анализ. Как известно, лучший баг — тот, который не случился. Поэтому GigaCode позволяет написать необходимые тесты для того, чтобы разработчики могли хорошо протестировать свой код и исключить наличие багов.

Эйчар-площадка и атмосфера на конференции

Про перспективы AI-ассистента разработчика Сергей рассказал на нашей медиастудии. А я решил посетить расположившуюся неподалёку от AI-павильона эйчар-площадку: специалисты Сбера проводили на ней карьерное консультирование. На площадке всегда было оживлённо, на стоявшей рядом стене оставили множество пожеланий, а в специальной группе в ТГ участники активно забивали слоты для консультаций.

Стена для подписей
Стена для подписей

Здесь не только работали, но и отдыхали — играли в айтишный элиас и 100 к 1. Я отправился дальше набираться впечатлений.

Неподалёку от большой сцены стояли аркадные автоматы: Пэкман, Punch-Out, третий Мортал Комбат. Слушатели вставали с мягких кресел, чтобы немного развлечься между докладами. В сочетании с открытой площадкой это придавало конфе весьма расслабленную атмосферу: здесь не просто все свои — здесь вообще не ждут от тебя какой-то формальности.

Похожая ситуация была на отдельной площадке Cloud.ru: компания приглашала поиграть в уно с айтишным флёром и ответить на викторину «Правда и мифы о Cloud.ru». За все активности бот в ТГ выдавал баллы, которые можно было обменять на мёрч или выпить за них айтишный (безалкогольный, конечно же) коктейль. Я настроился всерьёз послушать презентацию Cloud.ru о том, что же компания представляет на конференции. Но перед этим поймал на небольшую беседу Анатолия Шипова — управляющего директора СберТеха, лидера направления GitVerse. Он рассказал, какие задачи выполняют эти решения.

Анатолий Шипов. О GitVerse и GigaIDE

GigaIDE интегрируется только с GitVerse или возможны варианты интеграции с другими репозиториями?

GigaIDE поддерживает ряд языков: Java, Python, JS, TypeScript и другие. Доступен в виде локальной установки, а также ведётся работа по интеграции с облаком и совместимости с GitVerse.

Сегодня задача прописывания настроек Java и переменных окружения может потребовать выполнения инструкций на нескольких экранах. На всё разработчик тратит много времени. Но в нашем IDE за несколько секунд поднимается окружение, выполняется проброс портов и настройка параметров, причём всё это выполняется независимо от среды.

Как мигрировать проекты с других площадок на GitVerse?

Если разработчику удобно работать в нашей среде, но при этом он не хочет терять своё комьюнити, например на Github, то он может настроить зеркало в несколько кликов и в GitHub польются изменения с нашего репозитория. Сейчас импорт и зеркалирование доступны в обе стороны. Дальше мы будем развивать возможности импорта и адаптеры к разным системам. При этом большой запрос есть по корпоративным системам с внутренними облаками. Нет проблемы и с доступностью регистрации на GitVerse без российского номера. Сейчас разработчики из других стран могут свободно пользоваться нашим репозиторием.

Расскажите подробнее о том, как AI ассистент помогает разработчикам писать код.

Очень часто технологии автоматизации и искусственный интеллект разработчики устанавливают, что называется, сбоку, в качестве такой дополнительной опции. Но мы строим платформу GitVerse таким образом, чтобы AI был доступен в любом инструменте, что позволяет сократить время на выполнение разработчиками рутинных задач. На этой конференции мы представили большое обновление, в котором усовершенствована языковая модель, имеется чат для взаимодействия с системой, короткие команды, частичное принятие подсказок и многое другое.

Также добавлены две экспериментальные функции. Первая — code review: одна кнопка подготавливает ревью, подсвечивает основные вещи, стиль, логические элементы. Вторая функция — это оценка трудозатрат и аналитика. Можно спрогнозировать, сколько стоит разработать аналогичное приложение и сравнить трудозатраты.

Марио в выгодном контейнере

За разговором мы с Анатолием как раз добрались до медиастудии Хабра, где он поделился ещё деталями о GitVerse. Я тем временем вернулся к мини-площадке Cloud.ru.

На стенде Cloud.ru — ноутбук, на экране — игра про Марио. Водопроводчик заключён в контейнер — один из множества в продукте Container Apps, который демонстрирует компания. Закрыв веб-страницу с игрой, разработчик показывает мне весь путь развёртки образа в новом контейнере. Технические детали и интерфейс понятны, накликать себе контейнер можно быстро и удобно, но главное, что цепляет моё внимание в Container Apps, — автоматическое масштабирование с мягкими и жёсткими ограничениями плюс оплата только за время активной работы контейнеров.

Так решаются две проблемы. Разработчикам не нужно платить за постоянное нахождение в облаке сайта или сервиса, которым пользуются в месяц час от силы. И нет шансов однажды утром проснуться в адских долгах, потому что ночью был наплыв юзеров и тебе выставили счёт за нереальное количество контейнеров.

Пока мы обсуждаем, что это особенно удобно для небольших разработок и пет-проектов, развёртка успешно завершается — Марио снова на экране. Разработчик пытается найти клавиши управления, Марио перескакивает через черепаху, но проваливается в пропасть посередине уровня 1–1. Остаётся только посетовать: «Хотел спасти принцессу, но не в этот раз». За мной уже образовалась небольшая очередь, так что я даю другим участникам возможность оценить, счастлив ли водопроводчик в контейнере, а сам спешу на последнее сегодняшнее интервью — как раз со специалистом Cloud.ru.

Михаил Сайнуков. Проблемы технологической независимости

В последние два года вопросы импортозамещения и технологической независимости стоят в стране достаточно остро. На конференции эту тему раскрыл в своём выступлении Михаил Сайнуков из Cloud.ru. Мне в беседе он поделился своим видением проблем технологической независимости.

Для каких отраслей вы рассматриваете использование технологической платформы для достижения технологического суверенитета?

Любые компании используют IT, с помощью чего напрямую осуществляется бизнес или технологии берут на себя необходимую вспомогательную функцию, напрямую влияющую на бизнес. Создание такой платформы наиболее актуально любым крупным компаниям, которые обладают собственным парком вычислительного оборудования, предпочитают самостоятельно управлять инфраструктурой, хотят или уже активно пробуют новые технологии, а также ведут разработку чего-то нового для себя или для рынка.

Многие современные решения по импортозамещению базируются на использовании готовых решений с открытым кодом и минимальными дополнениями. Насколько, по-вашему, это правильный путь? Не попадём ли мы таким образом в скрытую зависимость от иностранных решений? Например, как в случае с блокировкой доступа к Docker Hub.

Cloud.ru ещё на этапе планирования принял для себя стратегию максимально возможной собственной разработки элементов решения. Всё, что мы берём извне, проходит жёсткие проверки на работоспособность под промышленными нагрузками, а также на чистоту исходного кода и используемых зависимостей. Планируя взять что-то к себе «на борт», мы полностью уверены в том, что знаем, как оно сделано и работает, что можем самостоятельно модифицировать компонент, добавлять новую функциональность и поддерживать бесперебойную работоспособность. Если же существующие open-source-решения нас не удовлетворяют, мы разрабатываем свои. Пример — программно-определяемое хранилище. Мы не взяли уже знакомый многим Ceph или Gluster, а c нуля разработали собственный SDS на базе метода erasure-coding.

Как видоизменились IT-процессы в российских компаниях после начала событий 2022 года? В связи с импортозамещением они также переориентировались на отечественные методологии?

Ввиду того что нужно искать и тестировать отечественные решения и новые технологии, компаниям критически важно быть гибкими и уметь работать с различным «непрофильным» ПО: оркестраторы контейнеров, NoSQL-базы данных, распределённые кеши, брокеры сообщений и т. п. Зачем? Чтобы максимально быстро уметь тестировать те самые отечественные решения и новые технологии. Ведь зачастую они базируются на этом «фундаменте». Кроме того, важно иметь прозрачность на уровне вычислительной инфраструктуры, чтобы всегда уметь ответить на вопрос: «А как мы утилизируем наше железо?» и иметь возможность динамически работать с ресурсами, быстро выделяя песочницы для тестирования и разработки внутренних инициатив и продуктов.

GigaConf с высоты птичьего полёта (ну почти)
GigaConf с высоты птичьего полёта (ну почти)

Заключение

День клонится к вечеру. На уличной сцене уже начинают звучать «Дожди-пистолеты» от «Зверей», а я потихоньку двигаюсь к выходу с «Дизайн завода».

Наверное, эта прогулка и отражает лучше всего моё неформальное впечатление о конференции. Это было интересно как возможность заглянуть в будущее IT. Можно было увидеть, как технологии искусственного интеллекта уже сейчас реально меняют и привычный процесс разработки приложений, и сами инструменты для разработчиков. Круто, что бигтехи проводят такие конференции, и я надеюсь, что их частота и количество будет расти. Нам есть что рассказать — как внутри, так и миру. До новых встреч!

Источник

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    I got back a lot of digital money recently. Sylvester Bryant helped me recover 120,000 in Ethereum. You can reach him at Yt7cracker@gmail. com. It was a great experience overall. I really suggest Mr. Sylvester. He helps people who lost money. He is great at getting money back from scams. Scammers cause a lot of stress and hurt. Mr. Bryant offers an important service. He can help you get back stolen funds. He was very professional and earned my trust. Contact him if you lost money to scams. He is also on WhatsApp at +1 512 577 7957. This makes it easy to talk about your situation. Getting this amount back was tough. Mr. Bryant knew a lot about the technical parts. His drive to fix these issues is clear. Get his help if you lost crypto or other digital items. Many people worry about this. Getting expert help can really make a difference.

  • 15.09.25 12:49 robertalfred175

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

  • 15.09.25 12:49 robertalfred175

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

  • 15.09.25 12:49 robertalfred175

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

  • 16.09.25 12:25 aliceforemanlaw

    Sylvester Bryant helped me recover 120,000 in Ethereum. You can reach him at Yt7cracker@gmail. com. It was a great experience overall. I really suggest Mr. Sylvester. He helps people who lost money. He is great at getting money back from scams. Scammers cause a lot of stress and hurt. Mr. Bryant offers an important service. He can help you get back stolen funds. He was very professional and earned my trust. Contact him if you lost money to scams. He is also on WhatsApp at +1 512 577 7957. This makes it easy to talk about your situation. Getting this amount back was tough. Mr. Bryant knew a lot about the technical parts. His drive to fix these issues is clear. Get his help if you lost crypto or other digital items. Many people worry about this. Getting expert help can really make a difference.

  • 16.09.25 12:26 aliceforemanlaw

    Sylvester Bryant helped me recover 120,000 in Ethereum. You can reach him at Yt7cracker@gmail. com. It was a great experience overall. I really suggest Mr. Sylvester. He helps people who lost money. He is great at getting money back from scams. Scammers cause a lot of stress and hurt. Mr. Bryant offers an important service. He can help you get back stolen funds. He was very professional and earned my trust. Contact him if you lost money to scams. He is also on WhatsApp at +1 512 577 7957. This makes it easy to talk about your situation. Getting this amount back was tough. Mr. Bryant knew a lot about the technical parts. His drive to fix these issues is clear. Get his help if you lost crypto or other digital items. Many people worry about this. Getting expert help can really make a difference.

  • 16.09.25 13:25 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

  • 16.09.25 13:25 marcushenderson624

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

  • 17.09.25 02:56 peju1213

    It can be very concerning to lose access to your USDT (Tether) wallet. It could potentially result in permanent loss of significant funds. You may have misplaced your private keys. Perhaps you unintentionally erased something, or your security was breached. It seems hopeless when you are unable to access your USDT. However, it doesn't have to stop there. There are methods for recovering your lost USDT. During difficult circumstances, professional assistance and wise recuperation techniques can give you hope. get in touch with Marie ([email protected] and +1 7127594675) on WhatsApp.

  • 17.09.25 11:16 [email protected]

    Sylvester Bryant helped me recover $510,000 in Ethereum, and I highly recommend his services. He specializes in helping people recover funds lost to scams. Scammers can cause significant stress, but Mr. Bryant's professionalism and expertise in the technical aspects of recovery earned my trust. If you've lost money through scams, you can reach him at [ yt7cracker@gmail. com ] or on WhatsApp at +1 512 577 7957. His dedication to helping people get their stolen funds back is clear, and his support made a huge difference in my case.

  • 17.09.25 11:16 [email protected]

    Sylvester Bryant helped me recover $510,000 in Ethereum, and I highly recommend his services. He specializes in helping people recover funds lost to scams. Scammers can cause significant stress, but Mr. Bryant's professionalism and expertise in the technical aspects of recovery earned my trust. If you've lost money through scams, you can reach him at [ yt7cracker@gmail. com ] or on WhatsApp at +1 512 577 7957. His dedication to helping people get their stolen funds back is clear, and his support made a huge difference in my case.

  • 17.09.25 23:50 marcushenderson624

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

  • 17.09.25 23:50 marcushenderson624

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

  • 17.09.25 23:50 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

  • 18.09.25 11:55 Mundo

    Sylvester Bryant recovered £400,000 in Ethereum for me. I strongly advise using his services. He focuses on retrieving money lost to fraudulent schemes. Scams cause immense worry. Mr. Bryant's expert knowledge and calm approach in getting funds back reassured me. If you have lost money to scams, contact him via email at [email protected]. You can also reach him on WhatsApp at +1 512 577 7957. He is committed to helping people recover their stolen assets. His support was invaluable in my situation.

  • 18.09.25 11:55 Mundo

    Sylvester Bryant recovered £400,000 in Ethereum for me. I strongly advise using his services. He focuses on retrieving money lost to fraudulent schemes. Scams cause immense worry. Mr. Bryant's expert knowledge and calm approach in getting funds back reassured me. If you have lost money to scams, contact him via email at [email protected]. You can also reach him on WhatsApp at +1 512 577 7957. He is committed to helping people recover their stolen assets. His support was invaluable in my situation.

  • 18.09.25 12:22 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

  • 18.09.25 12:22 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

  • 18.09.25 13:04 Mundo

    Sylvester Bryant recovered £400,000 in Ethereum for me. I strongly advise using his services. He focuses on retrieving money lost to fraudulent schemes. Scams cause immense worry. Mr. Bryant's expert knowledge and calm approach in getting funds back reassured me. If you have lost money to scams, contact him via email at [email protected]. You can also reach him on WhatsApp at +1 512 577 7957. He is committed to helping people recover their stolen assets. His support was invaluable in my situation.

  • 18.09.25 16:46 carolinehudso83

    I noticed a lot of online recommendations, and it’s clear that some of them are bad eggs that will just make уour mуsterу worse. I can onlу suggest one, and if уou need assistance getting back the moneу уou lost to scammers, уou can contact them bу email at: [email protected] Whats app or text +1 518 468 2985 Website https://bestrecoveryagent.com/

  • 19.09.25 00:54 frank2025

    Anthony davies played a crucial role in successfully recovering my stolen USDT, which was valued at more than $300,000. His expertise and dedication made the recovery process smooth and efficient. Throughout the entire time, he demonstrated himself to be a reliable recovery agent. His professionalism and commitment to his clients are evident in the results he achieves. If you find yourself in a similar situation or need assistance, he is available for contact. You can reach anthony through email at (anthonydaviestech AT gmail dot com). Alternatively, he is also accessible via telegram at anthonydavies01. Reaching out to him could be the first step toward recovering your lost assets

  • 19.09.25 10:02 faithlawrence

    Sylvester Bryant recovered £400,000 in Ethereum for me. I strongly advise using his services. He focuses on retrieving money lost to fraudulent schemes. Scams cause immense worry. Mr. Bryant's expert knowledge and calm approach in getting funds back reassured me. If you have lost money to scams, contact him via email at [email protected]. You can also reach him on WhatsApp at +1 512 577 7957. He is committed to helping people recover their stolen assets. His support was invaluable in my situation.

  • 19.09.25 10:02 faithlawrence

    Sylvester Bryant recovered £400,000 in Ethereum for me. I strongly advise using his services. He focuses on retrieving money lost to fraudulent schemes. Scams cause immense worry. Mr. Bryant's expert knowledge and calm approach in getting funds back reassured me. If you have lost money to scams, contact him via email at [email protected]. You can also reach him on WhatsApp at +1 512 577 7957. He is committed to helping people recover their stolen assets. His support was invaluable in my situation.

  • 19.09.25 15:27 tonykith01477

    There are not many reviews about free crypto recovery fixed but the ones that exist are mostly positive. I have no idea how that is possible, but it is clear that they are fabricated. However, there are also negative reviews – and I highly recommend paying attention to them. These are real people describing their unfortunate experiences with this scam. It’s the same story as always – fraudsters create a fake website to con people out of money. Nothing new but look no more and contact FASTRECOVERYAGENT These types of scams are everywhere. If you have already lost money to scammers i mean any type be it sending to scammers account , or if you have a case about stolen bitcoin , usdt, or any type of cryptocurrency whatsoever just reach out to www.fastrecoveryagent.com, i really owe this group of recovery expert because they saved me after bad investment with a fake broker, i literally owe them my life as they saved me from some bunch of scammers, but see how life is , i got every cent of my investment back with the profit , reach out to to them today and tell them from Mary because i promise them i will tell the whole world when the recovery is complete, and here i go after i got my recovered assets thats why im doing what i promised. do not fall for another scam. contact the,m today!!!!

  • 19.09.25 17:12 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

  • 19.09.25 17:12 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

  • 20.09.25 15:05 faithlawrence

    I can’t recommend Sylvester Bryant enough. He successfully recovered €210,000 in Ethereum for me after I had lost hope. His expertise in tracing and reclaiming funds from scams is truly remarkable. What stood out most was his calm, professional approach and deep technical knowledge, which gave me complete confidence throughout the process. If you’ve lost money to a scam, I strongly encourage you to reach out to him. You can contact him via email at [[email protected] ] or on WhatsApp at +1 512 577 7957. He is genuinely dedicated to helping people recover what they’ve lost, and his support has been invaluable to me.

  • 20.09.25 15:53 blessing1198

    It is distressing to lose USDT due to a bitcoin wallet hack. Although it is challenging, stolen USDT can be recovered. Taking prompt, wise action increases your chances. Marie can help you with reporting the theft, what to do right away, and USDT recovery. Contact her on WhatsApp at +1 7127594675, or email [email protected].

  • 21.09.25 12:05 star1121

    Consider this: In cryptocurrency, you see what appears to be a fantastic opportunity. After investing your hard-earned money, you see it disappear into the wallet of a con artist. Your bank account seems empty as rage and regret merge in this stomach punch. These days, cryptocurrency frauds are very common, however recovering your cryptocurrency from scammers is still possible. You can track down and possibly recover what you lost with shrewd actions. Marie can help; contact her at [email protected] and on WhatsApp at +1 7127594675.

  • 23.09.25 03:23 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

  • 23.09.25 03:23 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

  • 23.09.25 03:23 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

  • 23.09.25 03:54 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

  • 23.09.25 14:45 Raymondkrisitina

    Sylvester Bryant gets my full recommendation. He helped me get back €230,000 in Ethereum when I thought it was gone forever. His skills in tracking and retrieving scam-lost funds amaze me. I appreciated his steady, expert manner and strong tech know-how. That built my trust every step of the way. If a scam has taken your money, get in touch with him right away. Email him at yt7cracker@gmail. com or message on WhatsApp at +1 512 577 7957. He truly commits to aiding folks in regaining their assets. His help meant everything to me.

  • 23.09.25 19:27 beverlyalex010

    In 2022, I lost 1.5 ETH in what I thought was a promising Twitter investment. I reached out to the so-called brokers behind it, but they vanished and stopped replying. For years, I carried the heavy belief that my crypto was gone forever. Then, by chance, I discovered RecoveryFundProvider [email protected] WhatsApp at +44 736-644-5035 through a finance podcast. That moment changed everything. Their team didn’t lure me in with false promises or flashy guarantees. Instead, they explained their process clearly specializing in advanced blockchain tracing, smart contract forensics, and even transaction reversal in certain cases. Skeptical but hopeful, I allowed them to review my case. What followed was beyond my expectations. They dug deep into the blockchain ledger, followed the coin’s complex movements across multiple addresses, and even collaborated with global nodes to trace every trail. Two weeks later, I received an alert I never thought I’d see again: my crypto had been fully recovered and safely transferred back to me. I cried tears of relief. What sets RecoveryFundProvider apart isn’t just their cutting-edge expertise, but their unwavering ethics and dedication. They treat every client like more than just another case number even years after a loss. Today, I can confidently say they live up to their name, and I’m endlessly grateful.

  • 23.09.25 22:38 Raymondkrisitina

    Sylvester Bryant gets my full recommendation. He helped me get back €230,000 in Ethereum when I thought it was gone forever. His skills in tracking and retrieving scam-lost funds amaze me. I appreciated his steady, expert manner and strong tech know-how. That built my trust every step of the way. If a scam has taken your money, get in touch with him right away. Email him at yt7cracker@gmail. com or message on WhatsApp at +1 512 577 7957. He truly commits to aiding folks in regaining their assets. His help meant everything to me.

  • 24.09.25 12:22 beverlyalex010

    In 2022, I lost 1.5 ETH in what I thought was a promising Twitter investment. I reached out to the so-called brokers behind it, but they vanished and stopped replying. For years, I carried the heavy belief that my crypto was gone forever. Then, by chance, I discovered RecoveryFundProvider [email protected] WhatsApp at +44 736-644-5035 through a finance podcast. That moment changed everything. Their team didn’t lure me in with false promises or flashy guarantees. Instead, they explained their process clearly specializing in advanced blockchain tracing, smart contract forensics, and even transaction reversal in certain cases. Skeptical but hopeful, I allowed them to review my case. What followed was beyond my expectations. They dug deep into the blockchain ledger, followed the coin’s complex movements across multiple addresses, and even collaborated with global nodes to trace every trail. Two weeks later, I received an alert I never thought I’d see again: my crypto had been fully recovered and safely transferred back to me. I cried tears of relief. What sets RecoveryFundProvider apart isn’t just their cutting-edge expertise, but their unwavering ethics and dedication. They treat every client like more than just another case number even years after a loss. Today, I can confidently say they live up to their name, and I’m endlessly grateful.

  • 24.09.25 15:50 michaeldavenport218

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  • 24.09.25 15:50 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

  • 24.09.25 15:50 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

  • 24.09.25 19:08 Raymondkrisitina

    Sylvester Bryant gets my full recommendation. He helped me get back €230,000 in Ethereum when I thought it was gone forever. His skills in tracking and retrieving scam-lost funds amaze me. I appreciated his steady, expert manner and strong tech know-how. That built my trust every step of the way. If a scam has taken your money, get in touch with him right away. Email him at yt7cracker@gmail. com or message on WhatsApp at +1 512 577 7957. He truly commits to aiding folks in regaining their assets. His help meant everything to me.

  • 24.09.25 19:50 Raymondkrisitina

    Sylvester Bryant gets my full recommendation. He helped me get back €230,000 in Ethereum when I thought it was gone forever. His skills in tracking and retrieving scam-lost funds amaze me. I appreciated his steady, expert manner and strong tech know-how. That built my trust every step of the way. If a scam has taken your money, get in touch with him right away. Email him at yt7cracker@gmail. com or message on WhatsApp at +1 512 577 7957. He truly commits to aiding folks in regaining their assets. His help meant everything to me.

  • 24.09.25 19:55 Athea5130

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  • 24.09.25 19:56 Athea5130

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  • 24.09.25 19:56 Athea5130

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  • 24.09.25 19:56 Athea5130

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  • 24.09.25 20:52 elizabethrush89

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

  • 24.09.25 20:52 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

  • 26.09.25 12:29 beverlyalex010

    In 2022, I lost 1.5 ETH in what I thought was a promising Twitter investment. I reached out to the so-called brokers behind it, but they vanished and stopped replying. For years, I carried the heavy belief that my crypto was gone forever. Then, by chance, I discovered RecoveryFundProvider (recoveryfundprovider @ gmail. com WhatsApp +44 736-644-5035) through a finance podcast. That moment changed everything. Their team didn’t lure me in with false promises or flashy guarantees. Instead, they explained their process clearly specializing in advanced blockchain tracing, smart contract forensics, and even transaction reversal in certain cases. Skeptical but hopeful, I allowed them to review my case. What followed was beyond my expectations. They dug deep into the blockchain ledger, followed the coin’s complex movements across multiple addresses, and even collaborated with global nodes to trace every trail. Two weeks later, I received an alert I never thought I’d see again: my crypto had been fully recovered and safely transferred back to me. I cried tears of relief. What sets RecoveryFundProvider apart isn’t just their cutting-edge expertise, but their unwavering ethics and dedication. They treat every client like more than just another case number even years after a loss. Today, I can confidently say they live up to their name, and i am endlessly grateful.

  • 26.09.25 15:42 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

  • 26.09.25 15:42 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

  • 26.09.25 16:40 Slimbella

    I fully recommend Sylvester Bryant. He recovered €230,000 in Ethereum for me after I believed it was lost for good. His talent for tracing and reclaiming funds stolen by scammers impresses me deeply. I valued his calm, skilled approach and solid grasp of technology. This gained my confidence at every turn. If scammers have stolen your cash, contact him now. Reach out by email at yt7cracker@gmail. com or via WhatsApp at +1 512 577 7957. He dedicates himself to helping people recover their belongings. His support changed everything for me.

  • 26.09.25 16:40 Slimbella

    I fully recommend Sylvester Bryant. He recovered €230,000 in Ethereum for me after I believed it was lost for good. His talent for tracing and reclaiming funds stolen by scammers impresses me deeply. I valued his calm, skilled approach and solid grasp of technology. This gained my confidence at every turn. If scammers have stolen your cash, contact him now. Reach out by email at yt7cracker@gmail. com or via WhatsApp at +1 512 577 7957. He dedicates himself to helping people recover their belongings. His support changed everything for me.

  • 26.09.25 19:08 beverlyalex010

    In 2022, I lost 1.5 ETH in what I thought was a promising Twitter investment. I reached out to the so-called brokers behind it, but they vanished and stopped replying. For years, I carried the heavy belief that my crypto was gone forever. Then, by chance, I discovered RecoveryFundProvider ( [email protected]. WhatsApp +44 736-644-5035) through a finance podcast. That moment changed everything. Their team didn’t lure me in with false promises or flashy guarantees. Instead, they explained their process clearly specializing in advanced blockchain tracing, smart contract forensics, and even transaction reversal in certain cases. Skeptical but hopeful, I allowed them to review my case. What followed was beyond my expectations. They dug deep into the blockchain ledger, followed the coin’s complex movements across multiple addresses, and even collaborated with global nodes to trace every trail. Two weeks later, I received an alert I never thought I’d see again: my crypto had been fully recovered and safely transferred back to me. I cried tears of relief. What sets RecoveryFundProvider apart isn’t just their cutting-edge expertise, but their unwavering ethics and dedication. They treat every client like more than just another case number even years after a loss. Today, I can confidently say they live up to their name, and i am endlessly grateful.

  • 26.09.25 19:53 carolinehudso83

    You are one step away from recovering your lost crypto funds. CAPITAL REDEMPTION WIZARD is the solution. Without them, I would have lost everything. I was scammed through a compromised email, lured by a fake Elon Musk Bitcoin investment. After applying and completing KYC, I was credited with 2.5 Bitcoin. When I tried to withdraw, I was hit with fees, and my wallet was emptied of $103,000.00. Their support team was hostile. I researched and found CAPITAL REDEMPTION WIZARD. They recovered my hacked Bitcoin. I learned the Bitcoin offer was a scam. CAPITAL REDEMPTION WIZARD guided me through this. Email: ( [email protected] ) Whats app or text +1 518 468 2985 Website https://bestrecoveryagent.com/

  • 26.09.25 22:25 Slimbella

    I fully recommend Sylvester Bryant. He recovered €230,000 in Ethereum for me after I believed it was lost for good. His talent for tracing and reclaiming funds stolen by scammers impresses me deeply. I valued his calm, skilled approach and solid grasp of technology. This gained my confidence at every turn. If scammers have stolen your cash, contact him now. Reach out by email at yt7cracker@gmail. com or via WhatsApp at +1 512 577 7957. He dedicates himself to helping people recover their belongings. His support changed everything for me.

  • 26.09.25 22:59 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

  • 26.09.25 22:59 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

  • 27.09.25 03:07 Angela_Moore

    I thought my money was lost forever. Then Mr. Sylvester stepped in. He tracked down and recovered $107,000 in stablecoins , plus all my earnings. His talent for finding scam-stolen funds left me stunned. I loved how he handled everything with real expertise and solid tech skills. It got my scammed cash back safe. I trusted him completely. If you've lost funds to a scam, reach out to him now. Email [email protected] or text on WhatsApp at +1 512 577 7957. His support saved me.

  • 28.09.25 00:42 Anitastar

    Wizard Hilton Cyber Tech's strategic approach to Bitcoin recovery represents a mutually beneficial collaboration that offers valuable advantages for all involved. At the core of this innovative partnership is a shared commitment to leveraging cutting-edge technology and expertise to tackle the increasingly complex challenges of cryptocurrency theft and loss. By combining Wizard Hilton's world-class cybersecurity capabilities with the deep industry insights and recovery methodologies of Cyber Tech, this alliance is poised to revolutionize the way individuals and organizations safeguard their digital assets. Through a meticulous, multi-layered process, the team meticulously analyzes each case, employing advanced forensic techniques to trace the flow of stolen funds and identify potential recovery avenues. This rigorous approach not only maximizes the chances of successful Bitcoin retrieval, but also provides invaluable intelligence to enhance future security measures and prevention strategies. Importantly, the collaboration is built on a foundation of trust, transparency, and a genuine concern for the well-being of clients, ensuring that the recovery process is handled with the utmost care and discretion. As the cryptocurrency landscape continues to evolve, this strategic alliance between Wizard Hilton Cyber Tech stands as a shining example of how industry leaders can come together to safeguard digital assets, protect victims of cybercrime, and pave the way for a more secure and resilient cryptocurrency ecosystem. Email : wizardhiltoncybertech ( @ ) gmail (. ) com     OR support ( @ ) wizardhiltoncybertech (.) com WhatsApp number  +18737715701 Thanks.

  • 28.09.25 01:48 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

  • 28.09.25 01:48 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

  • 28.09.25 01:49 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

  • 29.09.25 13:47 thomassankara

    USDT recovery expert / company I thought my money was lost forever. Then Mr. Sylvester stepped in. He tracked down and recovered $107,000 in stablecoins , plus all my earnings. His talent for finding scam-stolen funds left me stunned. I loved how he handled everything with real expertise and solid tech skills. It got my scammed cash back safe. I trusted him completely. If you've lost funds to a scam, reach out to him now. Email [email protected] or text on WhatsApp at +1 512 577 7957. His support saved me.

  • 29.09.25 16:32 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

  • 29.09.25 16:32 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

  • 29.09.25 19:46 beverlyalex010

    In 2022, I lost 1.5 ETH in what I thought was a promising Twitter investment. I reached out to the so-called brokers behind it, but they vanished and stopped replying. For years, I carried the heavy belief that my crypto was gone forever. Then, by chance, I discovered RecoveryFundProvider ( recoveryfundprovider@gmail. com WhatsApp +44 736-644-5035) through a finance podcast. That moment changed everything. Their team didn’t lure me in with false promises or flashy guarantees. Instead, they explained their process clearly specializing in advanced blockchain tracing, smart contract forensics, and even transaction reversal in certain cases. Skeptical but hopeful, I allowed them to review my case. What followed was beyond my expectations. They dug deep into the blockchain ledger, followed the coin’s complex movements across multiple addresses, and even collaborated with global nodes to trace every trail. Two weeks later, I received an alert I never thought I’d see again: my crypto had been fully recovered and safely transferred back to me. I cried tears of relief. What sets RecoveryFundProvider apart isn’t just their cutting-edge expertise, but their unwavering ethics and dedication. They treat every client like more than just another case number even years after a loss. Today, I can confidently say they live up to their name, and i am endlessly grateful.

  • 29.09.25 21:06 beverlyalex010

    I ended my marriage. My spouse was unfaithful. I found clear proof of her cheating. She hid her phone activity. Many secrets were on her phone. She used different apps. I hired a private investigator. I needed solid evidence first. I did not want to accuse her without proof. That could lead to legal trouble. They helped me access her phone. They linked her phone use to mine. I could then watch her phone without her knowing. This is how I learned about her affair. I also found out she planned to take my money. She intended to leave with her new partner. If you are in a similar situation, reach out to [email protected] WhatsApp at +44 736-644-5035. Get ahead of things.

  • 29.09.25 21:07 beverlyalex010

    I ended my marriage. My spouse was unfaithful. I found clear proof of her cheating. She hid her phone activity. Many secrets were on her phone. She used different apps. I hired a private investigator. I needed solid evidence first. I did not want to accuse her without proof. That could lead to legal trouble. They helped me access her phone. They linked her phone use to mine. I could then watch her phone without her knowing. This is how I learned about her affair. I also found out she planned to take my money. She intended to leave with her new partner. If you are in a similar situation, reach out to [email protected] WhatsApp at +44 736-644-5035. Get ahead of things.

  • 29.09.25 21:07 beverlyalex010

    I ended my marriage. My spouse was unfaithful. I found clear proof of her cheating. She hid her phone activity. Many secrets were on her phone. She used different apps. I hired a private investigator. I needed solid evidence first. I did not want to accuse her without proof. That could lead to legal trouble. They helped me access her phone. They linked her phone use to mine. I could then watch her phone without her knowing. This is how I learned about her affair. I also found out she planned to take my money. She intended to leave with her new partner. If you are in a similar situation, reach out to [email protected] WhatsApp at +44 736-644-5035. Get ahead of things.

  • 29.09.25 21:07 beverlyalex010

    I ended my marriage. My spouse was unfaithful. I found clear proof of her cheating. She hid her phone activity. Many secrets were on her phone. She used different apps. I hired a private investigator. I needed solid evidence first. I did not want to accuse her without proof. That could lead to legal trouble. They helped me access her phone. They linked her phone use to mine. I could then watch her phone without her knowing. This is how I learned about her affair. I also found out she planned to take my money. She intended to leave with her new partner. If you are in a similar situation, reach out to [email protected] WhatsApp at +44 736-644-5035. Get ahead of things.

  • 29.09.25 21:07 beverlyalex010

    I ended my marriage. My spouse was unfaithful. I found clear proof of her cheating. She hid her phone activity. Many secrets were on her phone. She used different apps. I hired a private investigator. I needed solid evidence first. I did not want to accuse her without proof. That could lead to legal trouble. They helped me access her phone. They linked her phone use to mine. I could then watch her phone without her knowing. This is how I learned about her affair. I also found out she planned to take my money. She intended to leave with her new partner. If you are in a similar situation, reach out to [email protected] WhatsApp at +44 736-644-5035. Get ahead of things.

  • 29.09.25 21:07 beverlyalex010

    I ended my marriage. My spouse was unfaithful. I found clear proof of her cheating. She hid her phone activity. Many secrets were on her phone. She used different apps. I hired a private investigator. I needed solid evidence first. I did not want to accuse her without proof. That could lead to legal trouble. They helped me access her phone. They linked her phone use to mine. I could then watch her phone without her knowing. This is how I learned about her affair. I also found out she planned to take my money. She intended to leave with her new partner. If you are in a similar situation, reach out to [email protected] WhatsApp at +44 736-644-5035. Get ahead of things.

  • 29.09.25 21:07 beverlyalex010

    I ended my marriage. My spouse was unfaithful. I found clear proof of her cheating. She hid her phone activity. Many secrets were on her phone. She used different apps. I hired a private investigator. I needed solid evidence first. I did not want to accuse her without proof. That could lead to legal trouble. They helped me access her phone. They linked her phone use to mine. I could then watch her phone without her knowing. This is how I learned about her affair. I also found out she planned to take my money. She intended to leave with her new partner. If you are in a similar situation, reach out to [email protected] WhatsApp at +44 736-644-5035. Get ahead of things.

  • 29.09.25 21:07 beverlyalex010

    I ended my marriage. My spouse was unfaithful. I found clear proof of her cheating. She hid her phone activity. Many secrets were on her phone. She used different apps. I hired a private investigator. I needed solid evidence first. I did not want to accuse her without proof. That could lead to legal trouble. They helped me access her phone. They linked her phone use to mine. I could then watch her phone without her knowing. This is how I learned about her affair. I also found out she planned to take my money. She intended to leave with her new partner. If you are in a similar situation, reach out to [email protected] WhatsApp at +44 736-644-5035. Get ahead of things.

  • 29.09.25 21:07 beverlyalex010

    I ended my marriage. My spouse was unfaithful. I found clear proof of her cheating. She hid her phone activity. Many secrets were on her phone. She used different apps. I hired a private investigator. I needed solid evidence first. I did not want to accuse her without proof. That could lead to legal trouble. They helped me access her phone. They linked her phone use to mine. I could then watch her phone without her knowing. This is how I learned about her affair. I also found out she planned to take my money. She intended to leave with her new partner. If you are in a similar situation, reach out to [email protected] WhatsApp at +44 736-644-5035. Get ahead of things.

  • 29.09.25 21:07 beverlyalex010

    I ended my marriage. My spouse was unfaithful. I found clear proof of her cheating. She hid her phone activity. Many secrets were on her phone. She used different apps. I hired a private investigator. I needed solid evidence first. I did not want to accuse her without proof. That could lead to legal trouble. They helped me access her phone. They linked her phone use to mine. I could then watch her phone without her knowing. This is how I learned about her affair. I also found out she planned to take my money. She intended to leave with her new partner. If you are in a similar situation, reach out to [email protected] WhatsApp at +44 736-644-5035. Get ahead of things.

  • 29.09.25 21:07 beverlyalex010

    I ended my marriage. My spouse was unfaithful. I found clear proof of her cheating. She hid her phone activity. Many secrets were on her phone. She used different apps. I hired a private investigator. I needed solid evidence first. I did not want to accuse her without proof. That could lead to legal trouble. They helped me access her phone. They linked her phone use to mine. I could then watch her phone without her knowing. This is how I learned about her affair. I also found out she planned to take my money. She intended to leave with her new partner. If you are in a similar situation, reach out to [email protected] WhatsApp at +44 736-644-5035. Get ahead of things.

  • 29.09.25 21:07 beverlyalex010

    I ended my marriage. My spouse was unfaithful. I found clear proof of her cheating. She hid her phone activity. Many secrets were on her phone. She used different apps. I hired a private investigator. I needed solid evidence first. I did not want to accuse her without proof. That could lead to legal trouble. They helped me access her phone. They linked her phone use to mine. I could then watch her phone without her knowing. This is how I learned about her affair. I also found out she planned to take my money. She intended to leave with her new partner. If you are in a similar situation, reach out to [email protected] WhatsApp at +44 736-644-5035. Get ahead of things.

  • 29.09.25 21:07 beverlyalex010

    I ended my marriage. My spouse was unfaithful. I found clear proof of her cheating. She hid her phone activity. Many secrets were on her phone. She used different apps. I hired a private investigator. I needed solid evidence first. I did not want to accuse her without proof. That could lead to legal trouble. They helped me access her phone. They linked her phone use to mine. I could then watch her phone without her knowing. This is how I learned about her affair. I also found out she planned to take my money. She intended to leave with her new partner. If you are in a similar situation, reach out to [email protected] WhatsApp at +44 736-644-5035. Get ahead of things.

  • 30.09.25 11:02 patricialovick86

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

  • 30.09.25 11:02 patricialovick86

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

  • 01.10.25 16:51 beverlyalex010

    In 2022, I lost 1.5 ETH in what I thought was a promising Twitter investment. I reached out to the so-called brokers behind it, but they vanished and stopped replying. For years, I carried the heavy belief that my crypto was gone forever. Then, by chance, I discovered RecoveryFundProvider ( [email protected] WhatsApp +44 736-644-5035) through a finance podcast. That moment changed everything. Their team didn’t lure me in with false promises or flashy guarantees. Instead, they explained their process clearly specializing in advanced blockchain tracing, smart contract forensics, and even transaction reversal in certain cases. Skeptical but hopeful, I allowed them to review my case. What followed was beyond my expectations. They dug deep into the blockchain ledger, followed the coin’s complex movements across multiple addresses, and even collaborated with global nodes to trace every trail. Two weeks later, I received an alert I never thought I’d see again: my crypto had been fully recovered and safely transferred back to me. I cried tears of relief. What sets RecoveryFundProvider apart isn’t just their cutting-edge expertise, but their unwavering ethics and dedication. They treat every client like more than just another case number even years after a loss. Today, I can confidently say they live up to their name, and I’m endlessly grateful.

  • 01.10.25 17:24 johnn

    Anthony davies, renowned for his expertise in recovering stolen cryptocurrency, especially specializing in USDT, provided invaluable assistance in a scenario where a significant sum of $571,000 was taken from me. I had the privilege of witnessing his exceptional skills firsthand and I am truly thankful for his prompt efforts, which led to the successful recovery of the entire amount in just a span of 72 hours. Mr Anthony davies swift reactions and efficient tactics not only resolved my financial troubles but also alleviated much of the stress on my mental well-being. You can reach out to him immediately and get connected with email at anthonydaviestech@gmail com also can be contacted on WhatsApp at +951 490-8435, he is an expert in the field most especially in recovering lost digital assets.

  • 01.10.25 17:25 johnn

    Anthony davies, renowned for his expertise in recovering stolen cryptocurrency, especially specializing in USDT, provided invaluable assistance in a scenario where a significant sum of $571,000 was taken from me. I had the privilege of witnessing his exceptional skills firsthand and I am truly thankful for his prompt efforts, which led to the successful recovery of the entire amount in just a span of 72 hours. Mr Anthony davies swift reactions and efficient tactics not only resolved my financial troubles but also alleviated much of the stress on my mental well-being. You can reach out to him immediately and get connected with email at anthonydaviestech@gmail com also can be contacted on WhatsApp at +951 490-8435, he is an expert in the field most especially in recovering lost digital assets.

  • 02.10.25 08:48 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

  • 02.10.25 08:48 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

  • 02.10.25 08:48 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

  • 03.10.25 17:26 dieter1121

    It can be rather upsetting to lose access to your digital funds. Imagine if your USDT (Tether) disappeared one day when you woke up. With its ability to facilitate easy money transfers, this stablecoin is a major player in the cryptocurrency market. Unfortunately, this terrifying issue affects a lot of users. These losses are frequently brought about by misplaced private keys, cunning phishing schemes, inadvertent deletions, or even malfunctioning hardware. Losing your hard-earned money can cause a great deal of stress and anxiety. The good news is that there is hope. You can contact Marie at [email protected] or via WhatsApp at +1 7127594675.

  • 04.10.25 10:13 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

  • 04.10.25 10:13 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

  • 04.10.25 10:13 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

  • 04.10.25 20:25 Tonerdomark

    I was convinced my stablecoins stolen through Binance / Coinbase / Trust Wallet were gone for good. The loss broke me. Then Mr. Sylvester came into the picture and completely changed everything. He recovered $191,000 for me — including every bit of my earnings. The way he handled it, with calm confidence and incredible technical skill, gave me hope again. Thanks to him, my funds came back safely, and I finally felt relief after so much stress. I put my full trust in him. If you’ve lost money to a scam, don’t give up — reach out to him right away at [email protected] or WhatsApp +1 512 577 7957. His help was the turning point for me.

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