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Самообучение ИТ-специалиста: мой эксперимент с ChatGPT

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Процитирую автора древнеримского романа «Сатирикон»: «Чему бы ты ни учился, ты учишься для себя». Актуальности она не потеряла и по сей день. Так что, как вы уже могли понять, речь в статье пойдет про самообразование. А точнее — про то, как его можно разнообразить и попробовать сделать интереснее, при этом получить новые навыки не только в теме, которую изучаем в конкретный момент.

Давайте знакомиться: меня зовут Евгений, мне 30 лет, работаю в сфере ИТ уже более 8 лет и сейчас занимаю позицию ведущего DevOps-инженера в Лиге Цифровой Экономики.

Учение — свет, неучение…

Как вы, думаю, знаете, в ИТ саморазвитие и обучение — это неотъемлемый процесс, без которого вы через пару-тройку лет можете стать никому не интересны как специалист, поскольку в ИТ все развивается семимильными шагами.

Сам знаю пару примеров, когда люди не хотели учиться, и рынок «выбросил» их из профессии — теперь они работаю далеко не в ИТ. Однако постоянный процесс чтения, просмотра конференций и иные способы поглощения полезной информации рано или поздно могут утомить или вовсе вызвать выгорание. Можно ли что-то с этим сделать, по-новому подойти к обучению?

Это база

Как процесс происходит обычно? Мы находим интересную нам тему, что-то, что повысит наш скилл в основной профессии. Например понимаем, что для дальнейшего развития необходимо знать, как управлять командой, — потому что ведущий инженер в перспективе вполне может стать лидом, если появится новый проект.

Итак, впереди новые горизонты, а навыков для их достижения не хватает. Но в нужный момент хочется быть готовым. Так что учиться лучше начать заранее.

Обычно мы начинаем с определения цели и задачи. Затем происходит поиск информации, которая поможет достичь цели. В процессе мы можем использовать различные источники: книги, статьи, видеоуроки, онлайн-курсы и т. д. После того, как мы собрали достаточно информации, мы пробуем применять полученные знания на практике.

Процесс, можно сказать, проверен веками. Подход, конечно, по-прежнему работающий, однако мир не стоит на месте, и у нас появляются новые способы и модернизировать процесс обучения, и сделать его эффективнее. Про это я и хочу поговорить.

«Скайнет» нам не грозит… Пока что

В 2024 году продолжают говорить про нейросети: ChatGPT, Midjourney, Dall-e, YaGPT, Kadninsky… перечислять их можно бесконечно, кажется, найдутся они практически на каждую задачу.

Я тоже озаботился рисерчем — рассмотрел разные ИИ, которые гипотетически могут помочь в развитии нового навыка. А именно — следующие:

  1. Caktus — мощная языковая модель ИИ, созданная специально для учащихся, чтобы помочь им выполнять свою работу с помощью созданной компанией технологии. Нужна ли вам помощь в математике, естественных науках или физике, Caktus поможет преодолеть любые трудности в обучении.

  2. MindSmith — компания использует генеративный искусственный интеллект, чтобы сделать разработку учебных программ более быстрой, дешевой и продуктивной.

  3. Scholarcy — инструмент, который использует искусственный интеллект для автоматического создания кратких и информативных резюме научных статей.

  4. TutorAI — платформа, управляемая искусственным интеллектом, которая позволяет пользователям быстро и легко изучать любую тему по своему выбору.

  5. ChatGPT — чат-бот с искусственным интеллектом, разработанный компанией OpenAI и способный работать в диалоговом режиме, поддерживая запросы на естественных языках. ChatGPT — большая языковая модель, для тренировки которой использовались методы обучения с учителем и обучения с подкреплением.

Итак, для своего эксперимента я остановился на самом популярном ChatGPT. Почему?

Плюсы:

  • Условно бесплатный

  • Есть большое комьюнити людей, которые экспериментируют, можно найти полезные промты почти на все случаи жизни

  • Велика точность ответов (но проверять все же стоит)

  • Существуют интеграции куда угодно (есть API)

  • Хорошо запоминает контекст общения

  • Частые обновления

Минусы:

  • Недоступен в России (чуть дальше напишу, как с этим бороться)

  • Плагины, которые разрабатывает OpenAI для ChatGPT, сложно оплатить из России (впрочем, их я не применял — можно обойтись и без этого)

Как пользоваться ChatGPT в России:

  1. Вариант с VPN имеет место быть, но очень часто банят аккаунты.

  2. Плагины для браузера — есть плагины, которые предоставляют доступ к ChatGPT.

  3. Можно использовать API — вероятность получить бан гораздо меньше, придется писать обертку для использования функционала (например, чат в Telegram).

  4. Использовать сторонние российские сервисы, которые предоставляют полноценный доступ (я выбрал этот вариант).

Какие сервисы можно использовать? Расскажу, чем я пользовался и что тестировал.

Плагины для браузера

  • Monica — платный

  • GlarityGPT — условно бесплатный, нужен API-ключ

Monica — это, по сути, плагин для браузера, который позволяет получить доступ к ChatGPT без установки собственного API-ключа, следовательно, плагин платный. Им можно пользоваться бесплатно в ограниченном варианте, доступно 20 запросов в день.

Рядом с поиском в Google у вас появляется окно с ответами, сгенерированными ChatGPT, и варианты запросов, которые «совпадают с темой вашего вопроса». Почему я это написал в кавычках? Да потому что на практике это далеко не так.

Например, мы ищем «как приготовить пиццу». Справа в углу нам будет предложено поискать по следующим запросам: «как приготовить маргариту» «как приготовить тесто для пиццы». То есть, условно, если вы не владеете темой, то расширение пытается предугадать, что вы хотите найти. Это может как ввести в заблуждение, так и наставить на путь истинный. Поэтому все же, чтобы понять, что нейросеть правильно предугадала то, что вы хотите найти, необходимо на базовом уровне владеть темой, которую вы пытаетесь изучить подробно. Иначе можете обнаружить совершенно не то, что искали, и получить весьма печальный результат.

Вместе с запросом появляется и поле с ответом. Можно перейти на один из множества сайтов из поиска, либо справа появится краткая выжимка с ответом, и никуда кликать будет не нужно. Однако в прошлом году, на момент, когда я тестировал этот плагин, он тупил, отваливался с ошибкой или выдавал не то, что я искал.

И еще один вариант — это чат-боты в Telegram, он наиболее прост в использовании: нет проблем с доступом из России и большинства багов, свойственных плагинам. Однако я рекомендую купить платную подписку — далее подробнее объясню, почему.

Мои цели

С нюансами инструмента мы разобрались. Учиться я планировал исключительно с помощью ChatGPT: без книг, видеокурсов, онлайн-тренингов и прочего. Я также хотел научиться формулировать оптимальные промпты, протестировать адекватность ответов на вопросы и в целом выстроить алгоритм работы с этой нейросетью, чтобы в дальнейшем применять ее и в областях, где я не компетентен вовсе.

На этапе тестирования подхода я выбрал тему, имеющую непосредственное отношение к моей основной профессии: изучение языка программирования Python. Он прост, востребован и нужен мне для решения рутинных задач. Кроме того, при всем моем знании базовых сущностей и понимании того, как писать код, я не обладаю опытом написания сложных систем и не знаю синтаксис Python.

Еще одним из условий эксперимента был десятидневный дедлайн. Срок небольшой, поскольку я хотел проверить свои когнитивные способности: за несколько дней не выучить все разделы математики (да и вообще любой науки) — в общем, для успешной реализации задуманного я все же должен обладать базовыми знаниями. И вообще моей целью было скорее протестировать подход, нежели стать профессионалом в изучаемой теме. Я сохранил в Github четыре урока со всеми пройденными материалами — как раз за четыре лекции был получен оптимальный алгоритм запросов к ChatGPT.

Хотел я получить следующее:

  1. Найти оптимальные запросы к ChatGPT, которые позволят получить подробные, простые и понятные для не сведущего в теме человека ответы.

  2. Попробовать построить полноценный курс для изучения темы, используя только одну нейросеть. Его должно хватить более чем на 10 дней изучения.

  3. Отрабатывать практику с помощью ChatGPT: получать от нее тестовые задания, решать их и проверять вновь с помощью нейросети.

На первых этапах я привлекал в конце обучения профессионала в изучаемой теме, чтобы он проверил мои знания. А в самом конце я попробовал пройти собеседование на Junior-разработчика.

Что из этого вышло и стоит ли повторять мой опыт? Кстати, спойлер: собеседование я прошел.

Промты всему голова: как их лучше всего составлять

В самом начале нам нужно получить план с разбивкой на 10 дней. Для этого важно сохранять связь между запросами. Так что если вы, как и я, в итоге остановились на использовании бота в Telegram, советую оплатить подписку — я поступил так сам, и это избавило меня от головной боли в виде ограниченного количества запросов в день.

На общий запрос в духе «Составь десятидневный план обучения языку Python» нейросеть выдает довольно пространный план с вводными уроками по истории. Их я просто исключил, а под каждый пункт плана делал уточняющий вопрос.

Так, в первой версии по промту, указанному выше, я получил довольно сухой план. Поэтому следующий шаг — продолжить диалог промтом «Сделай более подробный план». Но и к нему можно добавлять детали: «Составь план на 10 дней, каждая тема — определенный день, разбей большие темы на подтемы».

После нужно добавить такой промт: «К каждой теме текущего плана напиши практическое задание, которое поможет закрепить материал».

Таким образом можно получить максимально детализированный план. Думаю, те, кто проходил курсы, заметят, что примерно такой же там и давали.

Важно зафиксировать и роль для бота. Пример: «Опиши и разъясни тему простым языком для полного новичка в (предмете)», «Объясни (тему из нашей области, нашей задачи)»,«Расскажи подробно с примерами и комментариями к ним», «Чем полнее будет запрос и с более подробными примерами, а также комментариями, тем больше будут твои чаевые».

Как ни странно, последний промт работает очень хорошо. Алгоритм построения промтов можно выводить по такому шаблону.

Кроме того, нужно максимально конкретизировать запросы, вплоть до продолжительности уроков и перерывов между ними.

Уточню, что диалог автоматически сохраняется, если не менять контекст.

Бот также может проверить практические задания (соответственно, нужно отправить в чат решение и попросить его оценить).

Если хотите посмотреть часть моего трека обучения, чтобы излишне не растягивать статью, еще раз напомню, что он есть на Github.

Как я проходил собеседование

Я уложился в запланированные 10 дней обучения и после, как и планировал, отправился на собеседование.

Оно прошло вполне успешно. За время своего импровизированного «курса» я овладел темой для уровня Junior+, а на собеседовании мне задавали вопросы из популярных списков, которые легко найти в сети. У меня появилось ощущение, что в последнем уроке, когда я попросил ChatGPT составить тест на знание языка, основываясь на том, что я иду на специалиста Junior+, он представил вопросы как раз из таких списков.

Думаю, тех, кто не знает про их существование, ChatGPT подготовил бы к собеседованию достаточно хорошо.

Поэтому мне все же кажется, что готовиться к собеседованию с помощью бота — не такая уж и плохая идея, особенно если до этого вы учились с помощью него и он в контексте того, что вы учили и что в итоге вам нужно, чтобы пройти тестирование потенциального работодателя.

Впрочем, некоторые пробелы тоже были: мне задали вопрос о том, как работает GC Python или интерпретатор, как можно оптимизировать их работу. К этому ChatGPT меня не готовил, но это не стало фатальной недоработкой.

Мой совет по процессу обучения по итогам эксперимента

На мой взгляд, обучение с помощью бота подойдет тем, кто уже обладает определенной компетенцией, знаком с базой и хочет расширить свой пул знаний и навыков. Тогда, используя подход к промтингу, который я описал в этом материале, вы сможете составить для себя эффективный план обучения. Как выяснилось, ChatGPT способен давать почти исчерпывающую информацию — даже не понадобятся сторонние источники.

Источник

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  • 09.10.25 08:34 pHqghUme

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  • 09.10.25 08:35 pHqghUme

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  • 09.10.25 08:41 pHqghUme

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  • 09.10.25 08:42 pHqghUme

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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

    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

    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

    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

    A thief took my Dogecoin and wrecked my life. Then Mr. Sylvester stepped in and changed everything. He got back €211,000 for me, every single cent of my gains. His calm confidence and strong tech skills rebuilt my trust. Thanks to him, I recovered my cash with no issues. After months of stress, I felt huge relief. I had full faith in him. If a scam stole your money, reach out to him today at { yt7cracker@gmail . com } His help sparked my full turnaround.

  • 12.10.25 01:12 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

  • 12.10.25 01:12 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

  • 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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  • 14.10.25 01:15 tyleradams

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  • 14.10.25 08:46 robertalfred175

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

  • 14.10.25 08:46 robertalfred175

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

  • 14.10.25 08:46 robertalfred175

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

  • 15.10.25 18:07 crypto

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

  • 15.10.25 21:52 harristhomas7376

    "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

    As time passes, there are an increasing number of frauds involving Bitcoin and other cryptocurrencies. Although there are many individuals who advertise recovering money online, people should use caution in dealing, especially when money is involved. You can trust NVIDIA TECH HACKERS [[email protected]], I promise. They are the top internet recovery company, and as their names indicate, your money is reclaimed as soon as feasible. My bitcoin was successfully retrieved in large part thanks to NVIDIA TECH HACKERS. Ensure that you get top-notch service; NVIDIA TECH HACKERS provides evidence of its work; and payment is only made when the service has been completed to your satisfaction. Reach them via email: [email protected] on google mail

  • 17.10.25 20:20 lindseyvonn

    Have you gotten yourself involved in a cryptocurrency scam or any scam at all? If yes, know that you are not alone, there are a lot of people in this same situation. I'm a Health Worker and was a victim of a cryptocurrency scam that cost me a lot of money. This happened a few weeks ago, there’s only one solution which is to talk to the right people, if you don’t do this you will end up being really depressed. I was really devastated until went on LinkedIn one evening after my work hours and i saw lots of reviews popped up on my feed about [email protected], I sent an email to the team who came highly recommended - [email protected] I started seeing some hope for myself from the moment I sent them an email. The good part is they made the entire process stress free for me, i literally sat and waited for them to finish and I received what I lost in my wallet

  • 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

    If you need a hacker for scam crypto recovery or mobile spy access remotely kindly reach out to [email protected] for quick response, I hired this hacker and he did a nice job. before NVIDIA TECH HACKERS, I met with different hacker's online which turns out to be scam, this NVIDIA TECH HACKERS case was different and he is the trusted hacker I can vote and refer.

  • 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

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