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Н Новости

«Идти в программисты сегодня — большая ошибка»: откровения техноблогера Михаила Ларченко

Что общего между космонавтом и программистом? Скоро эти профессии станут в равной степени бессмысленным выбором для карьеры. В интервью Youtube-каналу Ai4dev автор одного из самых интеллектуальных IT-каналов на YouTube, Fullstack-разработчик Михаил Ларченко рассказал, как искусственный интеллект уже переворачивает индустрию с ног на голову, почему европейские модели могут оказаться лучше американских, и что делать разработчику, чтобы не оказаться выброшенным на обочину технологического прогресса.

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Полную версию интервью, можно посмотреть на канале Ai4Dev на Youtube. А еще у нас появился Telegram‑канал для разработчиков, которые используют ИИ. В нем уже больше 2 тыс. разработчиков с которыми можно обмениваться мнениями и реальными кейсами.

«Написание кода постепенно утратит смысл»

Когда искусственный интеллект достигнет такого уровня развития, что сможет выполнять задачи, для которых сейчас необходимо вмешательство человека? Возможно ли это в принципе?

Если говорить о разработке кода на основе поставленных задач, думаю, это произойдет довольно скоро. В ближайшие пять лет мы определенно получим нейросеть, способную писать код даже по недостаточно детализированным заданиям.

Однако ключевая проблема современных нейросетей, которую, возможно, не удастся решить из-за исчерпания обучающих данных — это отсутствие способности к истинному творчеству. Способность генерировать действительно новые идеи пока остается прерогативой человека.

На данный момент процесс выглядит так: мы придумываем идею, детально прорабатываем её реализацию, а затем передаем это описание нейросети, которая генерирует соответствующий код. В будущем модели станут требовать меньше детализации, но базовая идея и основные логические цепочки все равно должны будут исходить от человека. Именно способность воображать — вот что пока недоступно искусственному интеллекту.

Возможно ли, что ИИ начнет вытеснять программистов? Как вы считаете, действительно ли в будущем программисты либо останутся без работы, либо будут лишь направлять искусственный интеллект, а не писать код самостоятельно?

Именно к этому всё и идет. Непосредственное написание кода постепенно утратит смысл, поскольку это рутинная деятельность, которая мало кому по-настоящему нравится. Большинству разработчиков приносит удовольствие именно процесс создания необычных решений с помощью кода — тот самый выброс эндорфинов и адреналин, когда ты преодолеваешь сложную задачу, придумав элегантное решение. Но сам механический процесс написания кода не представляет особого интереса.

Это похоже на создание персонажа в книге: интересно придумывать образ, но утомительно нажимать на клавиши, чтобы перенести его на бумагу. Было бы замечательно, если бы придуманное мгновенно материализовалось — именно поэтому появился голосовой ввод.

В программировании произойдет похожая трансформация. Вместо ручного ввода кода у нас будет возможность делать запросы искусственному интеллекту, возможно даже голосовые, и он будет генерировать необходимый текст программы. В идеальном сценарии ИИ мог бы сразу создавать скомпилированный бинарный код, чтобы мы не тратили время даже на процесс компиляции. Представьте: сформулировал задачу — и сразу получил исполняемый файл. Это было бы по-настоящему революционным достижением.

Михаил Ларченко
Михаил Ларченко

Да, мы определенно перестанем писать код в традиционном понимании. Понятие «джуниор-разработчик» тоже изменится — это будут уже не те, кто пишет код по детально составленным техническим заданиям, а скорее специалисты, умеющие эффективно взаимодействовать с языковыми моделями для внесения финальных корректировок.

На низовом уровне, где требуется глубокая детализация или предварительное изучение предметной области перед внесением изменений, как раз и будут работать джуниоры. А более опытные разработчики сфокусируются на проектировании архитектур и формулировании задач не для коллег-людей, а непосредственно для LLM.

«Людям на этой планете действительно не останется места…»

Вы считаете, что сеньоры станут своего рода постановщиками задач? Но ведь сейчас мы наблюдаем ситуацию, когда даже опытные программисты обращаются к LLM за решением задач.

Мне кажется, важно прояснить, что именно разработчики запрашивают у LLM. Чаще всего речь идёт не о концептуальных решениях, а о помощи в написании конкретного программного кода. Например, сейчас мне не нужно держать в голове детали многих алгоритмов — я могу просто попросить языковую модель сгенерировать готовую функцию на JavaScript. И это действительно удобно и эффективно.

Но ведь этот алгоритм нужен мне для решения какой-то более масштабной задачи в рамках проекта, который всё равно придумываю я, а не LLM. Если представить гипотетическую ситуацию, где нейросети смогут самостоятельно придумывать программы, реализовывать их, разворачивать, монетизировать и зарабатывать средства на развитие собственной инфраструктуры — тогда, пожалуй, людям на этой планете действительно не останется места. Но, к счастью, подобное развитие событий маловероятно.

Поэтому всегда будет необходимость в людях, способных генерировать идеи и проектировать архитектуру. Конечно, мы сможем обращаться к LLM за помощью в разработке архитектурных решений, но даже несмотря на схожесть многих современных проектов, они всё равно отличаются в деталях. Следовательно, ключевые архитектурные решения останутся за человеком, пусть и при поддержке искусственного интеллекта.

Нам также предстоит разбивать задачи на подзадачи для LLM. Теоретически можно скормить модели одно общее задание и надеяться, что она создаст все необходимые файлы, функции и элементы интерфейса. Но на практике мы, скорее всего, будем дробить работу на малые компоненты.

В текущей модели проджект-менеджеры, продакт-оунеры и другие представители управленческого звена формулируют требования, а разработчики определяют, как воплотить их в коде. В будущем, я полагаю, произойдет слияние этих ролей. Опытные специалисты должны будут одновременно понимать бизнес-логику и уметь грамотно формулировать запросы к LLM. А менее опытные разработчики сосредоточатся на коррекции и доработке конкретных реализаций.

Михаил Ларченко
Михаил Ларченко

Можно ли представить, что ИИ не просто помогает программистам, а становится полноценным коллегой и решает архитектурные задачи, требующие творческого подхода?

Думаю, если правильно направлять ИИ, такой сценарий вполне возможен. Искусственный интеллект не способен на чистое творчество «с нуля», его необходимо аккуратно вести в нужном направлении.

Нельзя исключать, что уже через год мы получим общий искусственный интеллект (AGI), который будет самостоятельно выполнять полный цикл от генерации идеи до монетизации. Но я в этом сомневаюсь. При этом я уверен, что даже при нынешнем уровне развития технологий, умело направляя ИИ, можно достичь впечатляющих результатов.

Это похоже на создание книги, где нам нужны неожиданные повороты сюжета. Человек формулирует основную идею, а ИИ, опираясь на знания, почерпнутые из других литературных произведений и жизненного опыта, предлагает оригинальные сюжетные ходы. В такой коллаборации действительно можно добиться качественно новых результатов.

ИИ уже сегодня может выступать как хороший коллега и даже напарник. Все эти системы, которые сейчас называют агентами, существуют в разных вариациях и действительно способны оказывать существенную помощь.

«Профессия разработчика эволюционирует»

Как вы думаете, разработчики уже осознали, что создают технологии, которые потенциально могут их заменить?

Мы постоянно создавали инструменты, которые автоматизировали части нашей работы, но при этом наша востребованность, как разработчиков, только росла.

Вспомните, насколько сложным было программирование раньше. Я недавно делал видеоролик про текстовые редакторы — представьте, каково писать современную программу в обычном блокноте. Это практически невозможно: нужно держать в голове все методы, функции, названия переменных, которые использовались в десятках разных файлов. Это колоссально сложно.

Поэтому мы разрабатывали инструменты, которые сделали процесс разработки быстрее и проще. У нас появились системы автодополнения кода, кроме того, искусственный интеллект в программировании существует уже достаточно давно. Просто раньше он применялся не для написания кода, а, например, для ранжирования запросов и данных.

И это не привело к сокращению потребности в программистах. Если вместо десяти разработчиков с блокнотом мы можем решить ту же задачу одним программистом с Visual Studio Code, это не значит, что девятерых следует уволить. Это значит, что девятерым можно поручить другие задачи.

Мы просто становимся эффективнее, но без нас по-прежнему никак. Профессия разработчика эволюционирует: сегодня необязательно виртуозно писать код в блокноте, но важнее уметь эффективно взаимодействовать со стейкхолдерами и решать более высокоуровневые задачи. При этом спрос на нас остаётся, и он будет сохраняться, даже если наша роль продолжит меняться.

Не ощущаете ли вы давления со стороны владельцев компаний или бизнеса, мол, ИИ уже выполняет вашу работу, значит, вам можно платить меньше?

Лично я такого давления не ощущаю, хотя допускаю, что оно существует. Но бизнесу следует учитывать несколько важных моментов.

Во-первых, сейчас ChatGPT продаётся по искусственно заниженной цене, а на самом деле его эксплуатация стоит гораздо дороже, поэтому сервис остаётся убыточным. То, что сегодня бизнес воспринимает как дешёвый инструмент, вовсе не обязательно останется таким в будущем.

Использование ИИ будет становиться всё дороже, и заменить десять быстро думающих разработчиков десятью ИИ-системами, которые теоретически работают быстрее (хотя это не факт), в перспективе года может оказаться не выгоднее. За каждую такую систему придётся всё равно отдать примерно те же 100 тысяч, просто за её функционирование 40 часов в неделю.

Михаил Ларченко
Михаил Ларченко

Во-вторых, представителям бизнеса стоит осознать, что они сами находятся под угрозой замены. Принятие управленческих решений с точки зрения логики даже проще, чем программирование. ИИ, обученный на бизнес-процессах и управленческих практиках, вполне может самостоятельно принимать решения, ориентируясь на максимизацию прибыли.

Уже сегодня руководители активно используют искусственный интеллект для анализа данных. Многие даже получают от ИИ конкретные рекомендации по дальнейшим шагам. Почему бы тогда не заменить моего начальника нейросетью, которая будет получать все те же данные, анализировать их и принимать решения о том, какие функции нужны в продукте или какие новые продукты следует разрабатывать?

В перспективе можно представить структуру, где есть владелец компании как лицо, ответственное за финансы, под ним — ИИ для принятия стратегических решений, затем программисты, а под ними — ещё один уровень ИИ для рутинных задач. Такой сценарий вполне можно предположить в будущем.

На мой взгляд, в первую очередь ИИ заменит тех самых «бесполезных» менеджеров, которых сейчас массово увольняют в крупных компаниях вроде Meta. Вот их действительно можно заменить искусственным интеллектом в первую очередь.

Так что посмотрим, как будет развиваться ситуация. Возможно, именно менеджерам пора начать беспокоиться. Я лично давления не ощущаю, а вот им, пожалуй, стоит задуматься о своих перспективах.

«Даже в космонавты сегодня идти не стоит»

Что произойдёт с карьерой программистов, если ИИ достигнет уровня, при котором разработчики станут нужны только для настройки ИИ-систем и контроля их работы? Возможно, человек будет нужен лишь для того, чтобы нести ответственность, а всё остальное будет делать ИИ.

Именно об этом я говорил своему сыну. Он сейчас переходит из младшей школы в среднюю, и уже нужно выбирать специализацию. Он хочет заниматься программированием, но я ему сказал, что не стоит идти в эту область. Не стоит выбирать программирование в 12 лет как будущую профессию. Всем его друзьям, которые тоже хотят стать программистами, я говорю то же самое. А тем, кто уже выбрал это направление, сказал, что они ошиблись.

Мой сын также увлекается ракетами, и я объяснил ему, что не нужно становиться человеком, который будет программировать что-то для ракет. И даже в космонавты сегодня идти не стоит — это как с космонавтикой. Сейчас необязательно быть космонавтом, чтобы полететь в космос. Ведь уже можно подняться почти в космос за 250 тысяч долларов, а через 5-10 лет можно будет отправиться в космос без специальной подготовки за определённую сумму.

Поэтому сегодня становиться космонавтом или программистом — это недальновидно. А вот специалисты, которые проектируют ракеты, придумывают, как они будут работать, или создают новые цифровые продукты — вот на кого стоит учиться. Управление системами станет новым видом программирования.

Я бы не рекомендовал строить карьерные планы исключительно вокруг работы с искусственным интеллектом. Технологии ИИ развиваются непредсказуемо быстро, и есть два риска: либо ИИ не достигнет того уровня, на который вы рассчитываете, либо значительно превзойдёт его. В обоих случаях ваша узкоспециализированная подготовка может оказаться невостребованной.

Поэтому я бы не советовал фокусироваться на профессиях, связанных исключительно с управлением ИИ. Вместо этого стоит обратить внимание на сферы, которые сохранят ценность независимо от темпов развития искусственного интеллекта — предпринимательство, создание продуктовых концепций и их масштабирование. А вот непосредственно программирование продуктов, даже с использованием ИИ, уже не кажется мне перспективным направлением для долгосрочной карьеры.

Как вы считаете, расти спрос на новые профессии? Существует мнение, что уже появляются новые специальности — тренеры по ИИ, специалисты по этике ИИ и так далее. Людей активно привлекают в эти профессии. Насколько быстро эти новые роли смогут вытеснить традиционные позиции в программировании и разработке?

Я недавно записал видео на эту тему. Просматривая Instagram, обратил внимание на рекламу крупного сервиса, предлагающего квалифицированным разработчикам зарабатывать 2-3 тысячи долларов на обучении искусственного интеллекта.

Интересно, что примерно в это же время появилась новость о создании модели DeepSeek. Разработчики взяли стандартную нейросеть и обучили её на тщательно отобранных данных, которые были сгенерированы другой моделью. Такой подход оказался эффективным и относительно недорогим — модель получала исключительно качественные ответы на хорошо сформулированные вопросы.

Мой ролик, если не ошибаюсь, назывался «Все хорошие программисты будут этим заниматься». И я действительно убеждён, что наступит период, когда многие из нас будут вовлечены в процесс обучения искусственного интеллекта. Этот этап не будет длиться вечно, но он определённо станет важной вехой в истории программирования.

Михаил Ларченко
Михаил Ларченко

Причина проста: базовые принципы программирования ИИ уже освоил, но ему требуются более качественные и современные обучающие данные — примеры работы с новейшими фреймворками и технологиями. На этом этапе разработчики смогут монетизировать свои навыки, создавая высококачественные решения для обучения нейросетей.

Однако подчеркну, что это лишь промежуточная стадия. В перспективе искусственный интеллект, вероятно, достигнет уровня, когда сможет самостоятельно формулировать задачи, находить решения и совершенствоваться на основе полученных результатов. Это будет такой «инцест», который приведет к тому, что ИИ в конечном итоге может стать крайне примитивным. Но в какой-то момент и такой сценарий тоже реализуется.

Что касается новых профессий — они, безусловно, будут появляться. Мы уже успели пережить такое явление, как «промпт-инженер». Сегодня эта специальность интегрировалась с другими направлениями и существует как самостоятельная область. Но навыки промпт-инжиниринга теперь необходимы практически всем. Так что мы уже прошли этап выделения промпт-инжиниринга в отдельную профессию и наблюдаем его трансформацию. Впереди нас ждет еще немало подобных метаморфоз — новые специальности будут возникать, исчезать и объединяться. К этому тоже нужно быть готовым.

Я убежден, что разработчик должен постоянно адаптироваться к изменениям рынка. И речь идет не только об освоении нового языка программирования или технологии. Программисту необходимо исследовать смежные области, а иногда даже совершенно параллельные, не пересекающиеся с его основной специализацией. Например, если ты бэкенд-разработчик, почему бы не обратить внимание на мобильную разработку? Не обязательно полностью переходить в эту сферу, но я считаю, что современный программист должен разбираться во многих направлениях.

Какую базу сейчас лучше всего иметь, в какую область стоит смотреть, чтобы оказаться в авангарде программирования будущего с учетом стремительного развития технологий?

Нужна именно фундаментальная база. И желательно не в контексте конкретного языка программирования. Если рассматривать ближайшую перспективу — например, желание трудоустроиться через год — то, безусловно, стоит осваивать традиционное программирование: выбрать язык, фреймворк и погрузиться в них.

Но если мы говорим о горизонте в 5+ лет, то ключевыми становятся архитектура, логика и алгоритмы. То, что всегда было фундаментом, но в какой-то момент начало недооцениваться. Помните, когда говорили: «Зачем мне знать основы Computer Science, если я могу просто использовать React для фронтенда?» Так вот, всё возвращается на круги своя.

Сегодня не обязательно досконально знать конкретный фреймворк или язык, чтобы программировать. Гораздо важнее понимать, как устроена логика. Это позволит вам, даже когда ИИ генерирует код на незнакомом языке, попросить его давать комментарии, описывающие функциональность, и по этим комментариям оценивать корректность применяемой логики. Именно такую базу необходимо изучать для эффективного взаимодействия с искусственным интеллектом.

А языки программирования — это уже второстепенно. Я думаю, что даже сегодня они становятся менее значимыми, хотя мы всё ещё воспринимаем их как обязательное знание и указываем в вакансиях. Но реальность такова: если человек хорошо владеет Java, то даже не имея опыта работы с Kotlin, при наличии 2-3 месяцев он довольно быстро освоит и его. Поэтому владение конкретным языком программирования уже не является обязательным условием для трудоустройства.

Михаил Ларченко
Михаил Ларченко

«Многое начнёт меняться практически сразу»

Как вы считаете, сохранится ли статус-кво в программировании? Когда ожидать перемен в IT-сфере, связанного с искусственным интеллектом?

Думаю, это во многом зависит от региона. Где-то перемены наступят быстрее. Вероятно, в Азии и особенно в США процесс пойдет стремительнее, поскольку там меньше бюрократических барьеров, которые замедляют внедрение таких инструментов и увольнение сотрудников.

В США это может произойти буквально в любой момент. Завтра Маск может проснуться и заявить: «Мои инженеры добились успеха, мы всех увольняем, теперь наш Grok самостоятельно пишет код». Не факт, что это будет соответствовать действительности, но такое заявление может прозвучать в любой день. А через неделю, вероятно, ему придется нанимать обратно хотя бы половину уволенных специалистов.

Если говорить о Европе, то здесь процесс будет гораздо более длительным. В европейских странах сложно увольнять людей, нужно подробно обосновывать причины увольнения, даже закрыть бизнес непросто. Поэтому в Европе, по крайней мере в ближайшие 5-10 лет, я не ожидаю радикальных перемен.

В Азии темп изменений, вероятно, будет несколько медленнее, чем в США. А вот в Америке это может случиться в любой момент — достаточно, чтобы кто-то из технологических лидеров, будь то Альтман, Маск или кто-то ещё, выступил с заявлением о революционном прорыве в ИИ.

Бизнес-модели в IT начнут трансформироваться моментально или нет?

Я думаю, что многое начнёт меняться практически сразу. Если сегодня Маск сделает подобное заявление, то к вечеру уже произойдут существенные изменения.

В первую очередь проблемы возникнут у компаний, которые производят очень нишевые продукты. Как бы странно это ни звучало, Google не закроется. Большинство разработчиков Google не потеряют работу. Это гигантская платформа с множеством взаимозависимых продуктов. Да, они могут начать закрывать какие-то второстепенные проекты, но поиск, YouTube и другие ключевые сервисы останутся. Сокращения персонала возможны, но кардинальных изменений не будет.

А вот небольшие продукты, решающие узкоспециализированные задачи, которые теперь сможет выполнять универсальный ИИ, окажутся под ударом. Если маленький продукт основан на одном уникальном алгоритме, и вдруг ИИ тоже освоит этот алгоритм, то у такого продукта серьёзные проблемы — он становится ненужным. Этот алгоритм сможет написать кто угодно с помощью искусственного интеллекта.

Михаил Ларченко
Михаил Ларченко

Такие продукты начнут закрываться. Даже компании среднего размера, чей бизнес зависит от одной или пары технологий, будут испытывать трудности. Представьте сервис, который генерирует бизнес-аватары: вы загружаете 10 фотографий человека, а продукт создаёт на их основе профессиональные снимки в разных позах, с разными выражениями лица и т.д. Такие бизнесы быстро прекратят существование, поскольку они по сути просто создают интерфейс поверх существующих технологий.

Если появится универсальный ИИ, то подобные сервисы, которые просто переиспользуют чужие разработки, столкнутся с серьёзнейшими вызовами. Например, хостинг-сервисы вроде Netlify, представляющие собой надстройку над AWS, окажутся в зоне риска.

«Не думаю, что у нас будет одна всеобъемлющая, всемогущая модель для всех»

Останется только один язык программирования— Python и одна глобальная нейросеть. Это так?

Нейросети можно писать на разных языках программирования, не только на Python. Их можно реализовать с нуля даже на JavaScript. Существуют языки, которые быстрее и эффективнее Python. Просто Python достаточно прост, и исторически сложилось так, что аналитики данных всегда с ним работали. Поэтому он закрепился в этой области. Ведь изначально нейросети хотели использовать прежде всего для анализа данных и взаимодействия с ними, отсюда и доминирование Python. Но ничто не мешает использовать C++, Rust, Go или другие языки.

Что касается идеи единой глобальной нейросети, своеобразного AGI (искусственного общего интеллекта), который умеет делать абсолютно всё... Я не уверен, что на Земле достаточно ресурсов, чтобы постоянно поддерживать функционирование такой системы. Это потребует колоссального количества энергии. При этом такая система, вероятно, будет размещена в одном регионе, поскольку всегда найдётся кто-то, кто захочет её контролировать.

Допустим, это будут США, и они разместят систему где-нибудь в пустыне недалеко от Лас-Вегаса. Это означает, что нам потребуется сконцентрировать огромное количество ресурсов в одном месте. Во-первых, это крайне сложно технически. Во-вторых, поскольку система будет запущена в одном месте (ведь мы не можем создать множество центров с таким колоссальным ресурсным обеспечением по всему миру), она окажется чрезвычайно уязвимой. По сути, это очень рискованная концентрация критически важной инфраструктуры. Единая глобальная модель — это уже небезопасно с точки зрения уязвимости инфраструктуры. И это лишь одна из проблем.

У нас не хватает данных, чтобы создать по-настоящему всемогущую модель. У нас недостаточно вычислительных ресурсов, причём проблема не только в энергоснабжении одного центра. Мы пока не можем сделать систему достаточно быстрой и при этом обеспечить к ней массовый доступ. Ведь такая модель должна обслуживать не одного пользователя. Если миллиард человек одновременно обратится к ней, ресурсов просто не хватит. С технической точки зрения, мы пока не способны это реализовать.

Поэтому я не думаю, что у нас будет одна всеобъемлющая, всемогущая модель для всех. Скорее, модели будут специализироваться по функциональности. Я уверен, что мы захотим запускать многие системы локально, а не полагаться исключительно на гигантские облачные решения.

«У нас есть Mistral»

А геополитическое противостояние в сфере разработки ИИ сохранится? Какой бы прогноз вы дали — Китай, США? На кого бы вы поставили?

Пока выигрывает Европа. У нас есть Mistral, по-настоящему конкурентоспособная модель. Я бы не сказал, что мы отстаём (напомним, что Михаил живет в Европе, прим. ред). В некотором смысле Европа находится на передовой, просто о ней постоянно забывают. Европа не так активно продвигает свои достижения, как другие игроки. У неё нет своего Маска, нет Google или Альтмана с его инвесторами, поэтому мы редко о ней говорим в контексте ИИ.

Но у нас есть отличная модель, с которой можно работать, есть Stable Diffusion для генерации изображений, причём с открытым исходным кодом. В Европе сейчас запускается несколько крупных инфраструктурных проектов.

У нас есть необходимая инфраструктура — датацентры в Германии, Амстердаме, у нас есть серверные мощности. У нас есть атомная энергетика во Франции и Швейцарии. То есть буквально все условия для развития ИИ.

И что особенно важно — у нас есть регуляции, которые многим кажутся чрезмерными, но именно они обеспечивают использование только легального, проверенного контента. Благодаря этому европейские модели меньше подвержены галлюцинациям. Если скармливать нейросети весь информационный хаос, который существует в мире, в итоге она может начать выдавать абсурдные утверждения.

Европейские регуляции не позволяют использовать сомнительный контент для обучения. По крайней мере, в этом направлении движется законодательство. Нейросети, которые разрабатываются в Европе, должны обучаться на легальной и достоверной информации. Мы не обучаем системы на теориях заговора, поскольку не хотим, чтобы они транслировали конспирологические идеи.

Поэтому, если на европейские разработки выделят достаточно средств, и развитие пойдёт такими же темпами, как на Западе и в США, вполне вероятно, что европейские модели даже выиграют в гонке за создание реально работающих, надёжных нейросетей. Впрочем, это лишь предположение. В реальности, конечно, впереди пока США.

Михаил Ларченко
Михаил Ларченко

«Программисты слишком много времени тратят на размышления»

Вы верите, что победит тот, у кого больше миллиардов? Или же, как показали китайцы с DeepSeek, можно за «миску риса» создать искусственный интеллект, который превзойдёт дорогостоящие разработки?

Конечно, вопрос не в миллиардах. И китайцы так делают уже давно, задолго до DeepSeek. Это не новость, я рассказывал об этом в своих роликах ещё до появления DeepSeek.

Если бы мои ролики смотрело больше людей, то многие бы знали, что китайские модели чаще всего обучаются на дистиллированной информации, а не на исходных китайских данных. У них тоже есть свои регуляции. К тому же, на китайском языке объективно мало контента. Если сравнить количество информации в интернете на английском, русском и китайском, то даже на русском её больше, чем на китайском.

Поэтому, чтобы обучать свои нейросети, китайцам приходилось брать информацию на английском, генерировать на её основе качественный контент на китайском, и затем использовать его для обучения. Так было всегда, задолго до DeepSeek.

Я полагаю, в Европе тоже применяется подобный подход, поскольку у нас нет таких ресурсов, как у OpenAI. Мы часто говорим об OpenAI, иногда упоминаем Gemini и Grok, потому что они были первыми громкими проектами, но они используют и для обучения, и для разработки относительно старые подходы. Сейчас им приходится перестраиваться, создавать новые модели с применением современных техник, потому что всё изменилось — появились эмбеддинги, обучение стало более эффективным.

Они тоже будут тратить меньше денег. Поэтому дело не в миллиардах. Чем больше миллиардов выделяется, тем больше возможностей для их нецелевого использования. Вот, пожалуй, единственная причина, зачем нужны огромные бюджеты.

Вы верите что кит— фактически украденная у ChatGPT, а вторая — для фильтрации запросов в интересах компартии. Так и есть?

Какие шаги должны предпринять программисты, чтобы не оказаться невостребованными в ближайшем будущем, когда ИИ будет выполнять большую часть их работы? Какие новые навыки стоит развивать, чтобы оставаться конкурентоспособным?

Я думаю, что современным разработчикам стоит смотреть одновременно и назад, и вперёд. Если вы, условно, находитесь на уровне middle-разработчика (каждый сам определит, где он на этой шкале), то вам необходимо вернуться к основам и освежить фундаментальные знания. База понадобится для эффективной работы с нейросетями, формулирования запросов и, в целом, для быстрой реализации проектов.

Программисты часто слишком много времени тратят на размышления и выбор инструментов. А наша задача в новых условиях будет заключаться в том, чтобы просто быстро поставлять решения. И для этого необходима прочная база. Как я уже говорил, речь идёт не о конкретных языках программирования, а о более фундаментальных вещах.

При этом нужно смотреть и вперёд, потому что без понимания бизнес-процессов вы не будете востребованы. Бизнес сам сможет немного разобраться в логике программирования. Поэтому необходимо знать бизнес, процессы, задачи, понимать, как бизнес видит подход к разработке продукта. Это значит, что нужно двигаться в сторону уровня senior, principal, возможно, осваивать начальные навыки управления.

Таким образом, с одной стороны, вы возвращаетесь к базе и повторяете фундаментальные знания — не обязательно всю computer science, но хотя бы алгоритмы, архитектурные паттерны. С другой стороны, начинаете разбираться в бизнесе. Вам не обязательно знать, как быть владельцем бизнеса, нанимать бухгалтеров и управлять всем этим. Но вы должны понимать, как бизнес подходит к процессу разработки, как выстраивается вертикаль работы — кто кому подчиняется, что от кого требуется и зачем.

Вполне возможно, что в будущем senior-разработчики станут теми самыми специалистами, которые находятся в прямом подчинении у бизнеса, понимают и бизнес-логику, и принципы программирования, способны ставить чёткие задачи и интерпретировать полученные результаты.

Я бы рекомендовал обрастать знаниями, которые уже не связаны напрямую с написанием кода. Всё, что касается IT и программирования, но не относится к механическому кодированию, к нажиманию кнопок — вот на что стоит обратить внимание. А всё, что связано с запоминанием названий методов и функций, уже не имеет прежнего значения.

Источник

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  • 09.10.25 08:42 pHqghUme

    is it ok if I upload an image?

  • 09.10.25 08:42 pHqghUme

    e

  • 09.10.25 11:05 marcushenderson624

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  • 09.10.25 11:05 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

  • 09.10.25 11:05 marcushenderson624

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  • 09.10.25 11:05 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

  • 11.10.25 04:41 luciajessy3

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  • 11.10.25 10:44 Tonerdomark

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  • 12.10.25 01:12 harristhomas7376

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  • 12.10.25 01:12 harristhomas7376

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  • 12.10.25 19:53 Tonerdomark

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  • 12.10.25 21:36 blessing

    Writing this review is a joy. Marie has provided excellent service ever since I started working with her in early 2018. I was worried I wouldn't be able to get my coins back after they were stolen by hackers. I had no idea where to begin, therefore it was a nightmare for me. However, things became easier for me after my friend sent me to [email protected] and +1 7127594675 on WhatsApp. I'm happy that she was able to retrieve my bitcoin so that I could resume trading.

  • 13.10.25 01:11 elizabethrush89

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  • 13.10.25 01:11 elizabethrush89

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  • 14.10.25 01:15 tyleradams

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  • 14.10.25 08:46 robertalfred175

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  • 14.10.25 08:46 robertalfred175

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  • 14.10.25 08:46 robertalfred175

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  • 15.10.25 18:07 crypto

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

  • 15.10.25 21:52 harristhomas7376

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

  • 15.10.25 21:52 harristhomas7376

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

  • 17.10.25 20:17 tyleradams

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  • 17.10.25 20:20 lindseyvonn

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  • 17.10.25 20:22 richardcharles

    I would recommend NVIDIA TECH HACKERS to anyone that needs this service. I decided to get into crypto investment and I ended up getting my crypto lost to an investor late last year. The guy who was supposed to be managing my account turned out to be a scammer all along. I invested 56,000 USD and at first, my reading and profit margins were looking good. I started getting worried when I couldn’t make withdrawals and realized that I’ve been scammed. I came across some of the testimonials that people said about NVIDIA TECH HACKERS and how helpful he has been in recovering their funds. I immediately contacted him in his mail at [email protected] so I can get his assistance. One week into the recovery process the funds were traced and recovered back from the scammer. I can't appreciate him enough for his professionalism.

  • 17.10.25 20:23 stevekalfman

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  • 17.10.25 21:42 marcushenderson624

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

  • 17.10.25 21:42 marcushenderson624

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

  • 17.10.25 21:42 marcushenderson624

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

  • 21.10.25 08:39 debby131

    Given how swiftly the cryptocurrency market moves, losing USDT may be a terrifying and upsetting experience. Whether you experienced a technical problem, a transaction error, or were the victim of fraud, it is important to understand the potential recovery routes. Marie can assist you in determining the specific actions you can take to attempt to regain your lost USDT when you need guidance and clarification. You can reach her via email at [email protected] and WhatsApp at +1 7127594675.

  • 21.10.25 11:45 harristhomas7376

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

  • 21.10.25 11:45 harristhomas7376

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

  • 22.10.25 04:48 MATT PHILLIP

    I never imagined I’d fall for a crypto romance scam but it happened. Over the course of a few months, I sent nearly $150,000 worth of Bitcoin to someone I genuinely believed I was building a future with. When they disappeared without a trace, I was left heartbroken, humiliated, and financially devastated. For a long time, I didn’t tell anyone. I felt ashamed. But eventually, while searching for answers, I came across a Reddit thread that mentioned Agent Jasmine Lopez. I reached out, not expecting much. To my surprise, she treated me with kindness, not judgment. She used advanced tools like blockchain forensics, IP tracing, and smart contract analysis and with persistence and legal support, she was able to recover nearly 85% of what I lost. I know not everyone gets that kind of outcome, but thanks to [email protected] WhatsApp at +44 736-644-5035, I’ve started to reclaim not just my assets, but my confidence and peace of mind. If you’re going through something similar, you’re not alone and there is hope.

  • 22.10.25 07:36 donnacollier

    HOW I RECOVERED MY BITCOIN FROM CRYPTO INVESTMENT SCAM HOW I RECOVERED MY BITCOIN FROM CRYPTO INVESTMENT SCAM Hello everyone l’m by name Donna collier I live in urbandale 3 weeks ago was the darkest days of my life, i invested my hard earned money the sum of $123,000 into a crypto currency platform I was introduced to by a friend I met online everything happen so fast I was promised 300% of return of investment when it was time for me to cash out my investment and profit the platform was down I was so diversitated confused and tried to end it all then I came across upswing Ai a renowned expert in crypto currency and digital assets recovery at first it seem impossible after taking up my case within the the next 48 hours they where able to track down those fraud stars and recover my money I can’t recommend them enough to any one facing likewise change I will recommend you contact upswing Ai on Contact Details: WhatsApp +,1,2,0,2,8,1,0,1,4,0,7 E m a i l @Upswing-ai.com Website https: // u psw ing-ai. com/ platform /

  • 22.10.25 11:59 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

  • 22.10.25 11:59 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

  • 22.10.25 16:31 MATT PHILLIP

    I never imagined I’d fall for a crypto romance scam but it happened. Over the course of a few months, I sent nearly $150,000 worth of Bitcoin to someone I genuinely believed I was building a future with. When they disappeared without a trace, I was left heartbroken, humiliated, and financially devastated. For a long time, I didn’t tell anyone. I felt ashamed. But eventually, while searching for answers, I came across a Reddit thread that mentioned Agent Jasmine Lopez. I reached out, not expecting much. To my surprise, she treated me with kindness, not judgment. She used advanced tools like blockchain forensics, IP tracing, and smart contract analysis and with persistence and legal support, she was able to recover nearly 85% of what I lost. I know not everyone gets that kind of outcome, but thanks to [email protected] WhatsApp at +44 736-644-5035, I’ve started to reclaim not just my assets, but my confidence and peace of mind. If you’re going through something similar, you’re not alone and there is hope.

  • 23.10.25 01:52 marcushenderson624

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

  • 23.10.25 01:52 marcushenderson624

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

  • 23.10.25 15:47 MATT PHILLIP

    I never imagined I’d fall for a crypto romance scam but it happened. Over the course of a few months, I sent nearly $150,000 worth of Bitcoin to someone I genuinely believed I was building a future with. When they disappeared without a trace, I was left heartbroken, humiliated, and financially devastated. For a long time, I didn’t tell anyone. I felt ashamed. But eventually, while searching for answers, I came across a Reddit thread that mentioned Agent Jasmine Lopez. I reached out, not expecting much. To my surprise, she treated me with kindness, not judgment. She used advanced tools like blockchain forensics, IP tracing, and smart contract analysis and with persistence and legal support, she was able to recover nearly 85% of what I lost. I know not everyone gets that kind of outcome, but thanks to [email protected] WhatsApp at +44 736-644-5035, I’ve started to reclaim not just my assets, but my confidence and peace of mind. If you’re going through something similar, you’re not alone and there is hope.

  • 23.10.25 21:43 patricialovick86

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

  • 23.10.25 21:43 patricialovick86

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

  • 24.10.25 06:08 MATT PHILLIP

    I never imagined I’d fall for a crypto romance scam but it happened. Over the course of a few months, I sent nearly $150,000 worth of Bitcoin to someone I genuinely believed I was building a future with. When they disappeared without a trace, I was left heartbroken, humiliated, and financially devastated. For a long time, I didn’t tell anyone. I felt ashamed. But eventually, while searching for answers, I came across a Reddit thread that mentioned Agent Jasmine Lopez. I reached out, not expecting much. To my surprise, she treated me with kindness, not judgment. She used advanced tools like blockchain forensics, IP tracing, and smart contract analysis and with persistence and legal support, she was able to recover nearly 85% of what I lost. I know not everyone gets that kind of outcome, but thanks to [email protected] WhatsApp at +44 736-644-5035, I’ve started to reclaim not just my assets, but my confidence and peace of mind. If you’re going through something similar, you’re not alone and there is hope.

  • 24.10.25 06:40 elizabethrush89

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

  • 24.10.25 06:40 elizabethrush89

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

  • 24.10.25 06:54 MATT PHILLIP

    I never imagined I’d fall for a crypto romance scam but it happened. Over the course of a few months, I sent nearly $150,000 worth of Bitcoin to someone I genuinely believed I was building a future with. When they disappeared without a trace, I was left heartbroken, humiliated, and financially devastated. For a long time, I didn’t tell anyone. I felt ashamed. But eventually, while searching for answers, I came across a Reddit thread that mentioned Agent Jasmine Lopez. I reached out, not expecting much. To my surprise, she treated me with kindness, not judgment. She used advanced tools like blockchain forensics, IP tracing, and smart contract analysis and with persistence and legal support, she was able to recover nearly 85% of what I lost. I know not everyone gets that kind of outcome, but thanks to [email protected] WhatsApp at +44 736-644-5035, I’ve started to reclaim not just my assets, but my confidence and peace of mind. If you’re going through something similar, you’re not alone and there is hope.

  • 24.10.25 18:18 patricialovick86

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

  • 24.10.25 18:18 patricialovick86

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

  • 25.10.25 00:49 tyleradams

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  • 25.10.25 00:50 stevekalfman

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  • 25.10.25 05:05 victoriabenny463

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

  • 25.10.25 10:13 wendytaylor015

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  • 25.10.25 10:13 wendytaylor015

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  • 26.10.25 01:03 Christopherbelle

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

  • 26.10.25 18:09 victoriabenny463

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

  • 27.10.25 11:15 harristhomas7376

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

  • 27.10.25 11:15 harristhomas7376

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

  • 27.10.25 17:08 raymondgonzales

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

  • 27.10.25 17:20 fatimanorth

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

  • 28.10.25 00:55 elizabethrush89

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

  • 28.10.25 00:55 elizabethrush89

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

  • 29.10.25 03:43 Christopherbelle

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

  • 29.10.25 10:56 wendytaylor015

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

  • 29.10.25 10:56 wendytaylor015

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

  • 30.10.25 09:49 Christopherbelle

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

  • 30.10.25 12:03 elizabethrush89

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

  • 31.10.25 13:25 Lillian Lizzy

    THANKS TO THE SERVICES OF THE HACK ANGELS // FOR HELPING ME RECOVER MY USDT AND BTC I lost almost $698,000 in a bitcoin investment scam a few months ago. I was devastated and depressed, and I didn't know what to do. When I saw a favorable review of THE HACK ANGELS RECOVERY EXPERT. I decided to contact them and voice my concerns. God is so good that I am a living testament to the fact that there are still legitimate recovery hackers out there. I will confidently recommend THE HACK ANGELS RECOVERY EXPERT to everyone I meet. I will suggest them to anyone who falls victim to any kind of online scam by using the information below. web: https://thehackangels.com Mail Box; [email protected] WhatsApp; +1(520)-200,2320 If you're in London, you can even visit them in person at their office located at 45-46 Red Lion Street, London WC1R 4PF, UK.

  • 31.10.25 13:25 Lillian Lizzy

    THANKS TO THE SERVICES OF THE HACK ANGELS // FOR HELPING ME RECOVER MY USDT AND BTC I lost almost $698,000 in a bitcoin investment scam a few months ago. I was devastated and depressed, and I didn't know what to do. When I saw a favorable review of THE HACK ANGELS RECOVERY EXPERT. I decided to contact them and voice my concerns. God is so good that I am a living testament to the fact that there are still legitimate recovery hackers out there. I will confidently recommend THE HACK ANGELS RECOVERY EXPERT to everyone I meet. I will suggest them to anyone who falls victim to any kind of online scam by using the information below. web: https://thehackangels.com Mail Box; [email protected] WhatsApp; +1(520)-200,2320 If you're in London, you can even visit them in person at their office located at 45-46 Red Lion Street, London WC1R 4PF, UK.

  • 01.11.25 03:27 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

  • 01.11.25 03:27 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

  • 01.11.25 15:47 kattygates

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  • 01.11.25 15:49 kattygates

    I met an individual on an international dating app, Bumpy. After talking for a few months, the individual encouraged me to start investing on crypto asset trading platform, btc01.org. I started trading and believed I was making profit until I tried to withdraw some of my money, I was asked to pay extra for tax which I did and they kept asking then I knew I have been scammed, I had to contact HACKWEST AT WRITEME DOT COM who then helped to recover the money, the total money I invest is $198,000 in bitcoin. The website is no longer operational. If anyone is in a similar issue, you can as well contact HACK WEST. They also fixed my credit report.

  • 02.11.25 10:55 Christopherbelle

    I suffered a crushing blow when $45,000 slipped away in a phony crypto scam. It all looked great at first. But when I went to pull out my gains, my account just vanished. I called the cops over and over. Still, no luck. I felt shattered and lost. That’s when I stumbled on Sylvester Bryant Intelligence. Things turned around fast. Right away, they showed real openness, sharp skills, and a drive to fix it. They tracked my missing money step by step. And they pushed hard until they got it back. I honestly didn’t believe it could happen. Their straight-up approach and solid work brought back my calm. If a scam took your crypto, reach out to them now. yt7cracker@gmail . com | WhatsApp: +1 512 577 7957 or +44 7428 662701

  • 02.11.25 10:56 Christopherbelle

    I suffered a crushing blow when $45,000 slipped away in a phony crypto scam. It all looked great at first. But when I went to pull out my gains, my account just vanished. I called the cops over and over. Still, no luck. I felt shattered and lost. That’s when I stumbled on Sylvester Bryant Intelligence. Things turned around fast. Right away, they showed real openness, sharp skills, and a drive to fix it. They tracked my missing money step by step. And they pushed hard until they got it back. I honestly didn’t believe it could happen. Their straight-up approach and solid work brought back my calm. If a scam took your crypto, reach out to them now. yt7cracker@gmail . com | WhatsApp: +1 512 577 7957 or +44 7428 662701

  • 02.11.25 15:23 michaeldavenport238

    I was recently scammed out of $53,000 by a fraudulent Bitcoin investment scheme, which added significant stress to my already difficult health issues, as I was also facing cancer surgery expenses. Desperate to recover my funds, I spent hours researching and consulting other victims, which led me to discover the excellent reputation of Capital Crypto Recover, I came across a Google post It was only after spending many hours researching and asking other victims for advice that I discovered Capital Crypto Recovery’s stellar reputation. I decided to contact them because of their successful recovery record and encouraging client testimonials. I had no idea that this would be the pivotal moment in my fight against cryptocurrency theft. Thanks to their expert team, I was able to recover my lost cryptocurrency back. The process was intricate, but Capital Crypto Recovery's commitment to utilizing the latest technology ensured a successful outcome. I highly recommend their services to anyone who has fallen victim to cryptocurrency fraud. For assistance contact [email protected] and on Telegram OR Call Number +1 (336)390-6684 via email: [email protected] you can visit his website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 02.11.25 15:23 michaeldavenport238

    I was recently scammed out of $53,000 by a fraudulent Bitcoin investment scheme, which added significant stress to my already difficult health issues, as I was also facing cancer surgery expenses. Desperate to recover my funds, I spent hours researching and consulting other victims, which led me to discover the excellent reputation of Capital Crypto Recover, I came across a Google post It was only after spending many hours researching and asking other victims for advice that I discovered Capital Crypto Recovery’s stellar reputation. I decided to contact them because of their successful recovery record and encouraging client testimonials. I had no idea that this would be the pivotal moment in my fight against cryptocurrency theft. Thanks to their expert team, I was able to recover my lost cryptocurrency back. The process was intricate, but Capital Crypto Recovery's commitment to utilizing the latest technology ensured a successful outcome. I highly recommend their services to anyone who has fallen victim to cryptocurrency fraud. For assistance contact [email protected] and on Telegram OR Call Number +1 (336)390-6684 via email: [email protected] you can visit his website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 04.11.25 04:59 Christopherbelle

    How to Recover Bitcoin Stolen by a Scammer I dropped £75,000 into a fake crypto scheme. Everything seemed perfect right from the start. But when I tried to cash out my profits, the whole account disappeared. I rang the police time and again. They offered no help at all. I felt broken and alone. Then I found Sylvester Bryant Intelligence. My luck changed in no time. They spoke plainly, worked smart, and focused on my case. They followed the trail of my lost cash bit by bit. They fought until they recovered it all. I never thought it was possible. Their honest approach and expertise restored my peace. If a scam has stolen your crypto, contact them now. [email protected] | WhatsApp: +1 512 577 7957 or +44 7428 662701

  • 04.11.25 09:30 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

  • 04.11.25 09:30 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

  • 05.11.25 02:43 jordan_11

    I made a mistake of not researching about their their investment firm(Binary option), it had a lot of promises which made me fall for all their fake promises , after trying to get my withdrawal out from there, I started having a lot of difficulties. Then I contacted their customer support, they only replied a week after and strangely wanted me to make more deposits just to enable my withdrawal, so i started my research of how I could report this treacherous company to the necessary authorities and also maybe i could get back my investment, The only people that were willing to help me out was Treqora Intel, their customer support replied so fast and immediately directed me to their investigative team which took my up my case and started the tracing and reclaim process with swift, after a week i got an email from Treqora Intel stating that a partial amount had been reclaimed, I was so grateful about their help , then I was asked to decide if I wanted a Partial deposit or wanted all my investment reclaimed and sent to me at once, But I was so desperate at the time so I asked that my partial reclaimed ETH be sent to me first , So the deposit took about few minutes before i got it in my wallet and withdrew it. Then my remaining investment took 2 weeks to get back according to their customer support at Treqora Intel. Immediately They got it, I was contacted again Via email that my reclaimed had been fully reclaimed, so grateful till this day to Treqora Intel for taking their time to help me out with what could have been a very depressing moment to me. And yes no upfront payment until the reclaim has been completed and you've been paid fully. Email:support@treqora. com 📱 WhatsApp: ‪‪‪+1 (7 7 3) 9 7 7 - 7 8 7 7‬ ‬‬ 🌐 Website: Treqora. com.

  • 05.11.25 02:44 jordan_11

    Crypto Recovery Services _Hire Treqora Intel

  • 05.11.25 02:48 jordan_11

    Legitimate Crypto Recovery Companies-CONSULT TREQORA INTEL. After falling victim to a crypt0currency scam group, I lost $35,000 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 rec0vermy stolen funds and I came across a lot of testimonials online about TREQORA INTEL , an agent who helps in rec0ver of lost bitc0in funds, I contacted TREQORA INTEL , and with their expertise, they successfully traced and rec0vered my stolen assets. Their team was professional, kept me updated throughout the process, and demonstrated a deep understanding of blockchain transactions and rec0very protocols. They are trusted and very reliable with a 100% successful rate record Rec0very bitc0in, I’m grateful for their help and highly recommend their services to anyone seeking assistance with lost crypt0. Email:support@treqora. com Whats_App: ‪‪‪‪‪+1 (7 7 3 ) 9 7 7 - 7 8 7 7‬ ‬‬ ‬‬, Website: Treqora dot com.

  • 05.11.25 16:20 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

  • 05.11.25 16:21 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

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