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Один бесконечный год или помогли ли нам инопланетяне внедрить ИИ в тестирование?

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Внедрение искусственного интеллекта в процессы тестирования программного обеспечения — это амбициозный и сложный проект, пилот которого мы запустили в прошлом году. Я Марина Каприз, заместитель руководителя блока качества в РСХБ-Интех. В этой статье расскажу, как был организован процесс внедрения ИИ в тестирование, с какими проблемами мы столкнулись и как их преодолели.

«Спросите у инопланетян»

Идея использовать ИИ в регрессионном тестировании возникла у меня в 2021 году после знакомства с успешным опытом Национального расчетного депозитария Московской биржи на одной из ИТ-конференций: они представили первые результаты внедрения ИИ в сопровождении через 4 года после старта проекта. Выглядело привлекательно. Но я тогда подумала, что внедрение ИИ может быть слишком долгосрочной задачей, и оставила эту мысль. В 2023 году, когда технологии ИИ стали более доступными, мы решились на реализацию этого проекта.

В IT-тестировании внедрением ИИ на тот момент никто не занимался. Это было вызовом, но мы решили рискнуть. Однако в воздухе повис вопрос «Как же мы будем это делать, если никто не знает, как делать?», кто-то пошутил и сказал, что надо спросить у инопланетян. А это мысль! Итак, идею нужно было сделать реальной.

Одной из ключевых проблем на начальном этапе стало отсутствие готовых решений и экспертов на рынке. Мои первоначальные поиски не привели к успеху.

Наши программисты скептически относились к возможностям ИИ в автоматизации тестирования, так же как и руководители направлений. Тогда на рынке программисты только-только начали пробовать делать валидацию кода с помощью GPT, их вердикт — «ИИ не справился с этой задачей, разочарованы». А российского решения не было в принципе. Яндекс только анонсировал свою нейросеть, Сбер заявил, что к концу года они сделают Giga-чат. А нам нужно было уже сейчас.

Поэтому «продать» автотестеру то, во что никто не верил, было сложной задачей. Если говорить откровенно, четкого понимания, в какой части процесса применим ИИ, тоже не было. Было большое желание автоматизировать тестирование при помощи ИИ среди первых. Мы точно знали, что будет нескучно — «Пойдём туда, не знаем куда, принесём то, не знаем что. Но ты не переживай, обязательно получится». Когда один автотестер из команды в 25 человек все же загорелся, мы начали работу.

Первый этап работы — изучение определения ИИ, методов ИИ, возможностей ИИ.
Из всей имеющейся информации, включая иностранные, мы выделили, что существует два метода ИИ: генеративный ИИ и ML (Machine Learning).

Второй этап – нарисовали процесс автоматизации «as is» и разложили его на шаги. Затем начали мозгоштурм по применимости конкретного метода ИИ к каждому шагу процесса. Нарисовали архитектурную схему реализации, за ней — сетевую. Расписали задачи, оценили примерные объемы работ, разложили по срокам. Отрезали список задач, выполнение которых, по нашему мнению, заняло бы больше года. Получили нужное количество FTE (Full-Time Equivalent).

На третьем этапе оценили объем необходимого оборудования, но наше представление о нужном объеме сильно отставало от реальности. Для нашего проекта требовалось мощное оборудование, которое надо было закупить со сроком «вчера». Можно было весь наш план зачеркивать и начать заново. Тут нам помогли коллеги из Лаборатории ИИ в банке. Они развивают технологию для банка, их плотный график расписан на 5 лет вперед под нужды бизнеса. Но для нас сделали исключение, так как мы обещали прийти со своими ресурсами. К тому же мы стали бы пользоваться доступом к сервису генеративного ИИ вместе.

Пролетели скопление метеоритов

Теперь Лаборатория ИИ по нашим требованиям обещала реализовать автоматизацию этапа актуализации регрессионной тестовой модели методом ML. Лед тронулся. Первая часть нашего плана стала понятной и реализуемой. Нужно было сосредоточиться на том, как внедрять генеративный ИИ.

Очертили круг проблем. Самая глобальная проблема — в информационной безопасности (ИБ). Как организовать передачу данных во внешний контур в безопасном режиме? Если вы работаете в банке, то знаете, что это самое сложное.

Мы организовали цикл встреч с коллегами из департамента ИБ. Результат был отрицательный. Но нам удалось придумать компромиссное решение — организовать доступ к ИИ-сервисам через защищенный контур: решили запускать проект через собственную микросервисную платформу App.Farm. Это было выходом из ситуации. Перерисовали схему, согласовали ее с коллегами департамента ИБ, скорректировали план.

Концепт прошёл внутренние комитеты, план, ресурсы — всё было готово.
И тут… уволился тот самый единственный автотестер, которому я хотела доверить полноценное лидерство данного направления.

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Две недели поиска на НН, собеседования, нулевой результат. На рынке были специалисты, ориентированные на Machine Learning, ни слова не слышавшие про тестирование. Или лиды тестирования, которые не особо интересовались ИИ.

Почти отчаявшись, пошла на Хабр. Там мне попалась интересная статья, правда, про нагрузочное тестирование. «Какое отношение это имеет к нашей теме», — подумали сейчас вы. Я тоже так сначала подумала, пока не углубилась и не посмотрела, что автор не только глубоко знал нагрузочное тестирование, но и обладал солидным опытом в автоматизации тестирования. Логично, что для него не составило бы труда разобраться в технологии ИИ. Связавшись с ним я узнала, что он понимает технологию ИИ уже на достаточно продвинутом уровне и принимал участие в соответствующих хакатонах. Я решила заполучить его в команду любой ценой — предложила ему лидировать процесс внедрения ИИ в тестирование в нашей команде. Он согласился. Кстати, на днях выйдет его статья «Как ИИ войти в тестирование», следите за нашими публикациями (он предложит методики разработки API и UI-автотестов, основанные на ИИ).

С новым лидером продолжили проект: нужно было собрать команду. Оставалось 6 месяцев.

«Лидеры», «Вдохновляющие», «Аналитики» и «Осторожные»

Итак перед нами был очередной вызов: где нанять команду, если никого подходящего на рынке нет? На рынке практически не было гибридных специалистов с компетенцией тестирования и компетенцией по искусственному интеллекту. И мы решили, что нужно часть команды составить из специалистов по ИИ, а часть — из специалистов по автотестированию. И это стало хорошей стратегией.

При подборе команды мы обращали особое внимание на несколько ключевых критериев:

  • Мотивацию на результат. Для работы в инновационном проекте важно, чтобы сотрудники были нацелены на достижение конкретных результатов, никак иначе.

  • Логическое мышление и математические способности. Поскольку ИИ — это в первую очередь математика, эти навыки были критически важны.

  • Обучаемость. Команде предстояло осваивать как тестирование, так и ИИ-технологии, поэтому способность быстро учиться была в списке требований к кандидатам.

  • Интерес к предметной области. Я обращала внимание на то, насколько кандидаты увлечены темой ИИ и следят за ее развитием.

Еще одним важным аспектом было формирование сбалансированной команды с разными типами личности: «красные» (пробивные лидеры), «желтые» (вдохновляющие), «синие» (аналитики) и «зеленые» (осторожные). В команде должны быть все эти типы. Красный и желтый в команде уже были, поэтому мы подобрали оставшиеся «цвета». Это позволило эффективно решать различные задачи проекта.

С помощью знаний лидера нам удалось «переопылить» команду недостающими знаниями, и они успешно закрыли задачи нашего плана по внедрению ИИ в тестирование. А Лаборатория искусственного интеллекта сделала нам инструмент, который позволяет актуализировать тестовые сценарии.

Как сработала команда? 50% регрессионной модели было автоматизировано с помощью ИИ-решений. Это позволило сократить трудозатраты и повысить скорость реагирования на изменения в тестируемых системах.

Смотрим в будущее

Нужно идти развивать ИИ дальше.

Поначалу у нас было некое разочарование, поскольку мы убедились, что ИИ может выполнять только компетенцию джунов. По сути это дорого и не сильно оправдано, хотя, судя по последним новостям, сервис генеративного ИИ стал намного дешевле, чем в начале прошлого года.

Но сама цель в части использовании ИИ для компетенции джунов все же не сильно интересна. Мы поставили себе новую цель – чтобы ИИ выполнял компетенцию мидлов и сеньоров. А для этого мы планируем внедрить векторную базу данных, которая позволит хранить смыслы нашей деятельности. Лаборатория искусственного интеллекта банка развернет в среде RAISA для нас локальный GPT, который будет использовать данные нашей векторной базы данных, и мы обучим локальный ИИ под наши нужды. Это позволит снизить зависимость от подрядчика сервиса. И появится точный и хороший инструмент, который поможет решить наши конкретные цели в автотестировании.

Возможно, в горизонте 5 лет мы сможем вывести какой-то коммерческий продукт для других компаний. Но это уже точно другая история.

Будущее за теми, кто обладает компетенциями и в тестировании, и в ИИ. Для этого мы расширили обучающие материалы нашей школы тестирования К.О.Т. в части промпт-инжиниринга.

Успех внедрения ИИ в тестирование во многом зависит от грамотного менеджмента и умения собрать сильную команду, готовую к решению сложных и неоднозначных задач. Надеемся, что наш опыт будет полезен другим ИТ-компаниям, которые стремятся повысить эффективность своих процессов с помощью передовых технологий. Глаза боятся, а руки делают. Обошлись, кстати, без инопланетян.

Источник

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    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

    Don’t be deceived by different testimonies online that is most likely wrong. I have made use of several recovery options that got me disappointed at the end of the day but I must confess that the tech genius I eventually found is the best out here. It’s better you devise your time to find the valid professional that can help you recover your stolen or lost crypto such as bitcoins rather than falling victim of other amateur hackers that cannot get the job done. ADAMWILSON . TRADING @ CONSULTANT COM / WHATSAPP ; +1 (603) 702 ( 4335 ) is the most reliable and authentic blockchain tech expert you can work with to recover what you lost to scammers. They helped me get back on my feet and I’m very grateful for that. Contact their email today to recover your lost coins ASAP…

  • 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

    A crook swiped my Dogecoin. It ruined my whole world. Then Mr. Sylvester showed up. He fixed it all. He pulled back €211,000 for me. Not one cent missing from my profits. His steady cool and sharp tech know-how won back my trust. I got my money smooth and sound. After endless worry, relief hit me hard. I trusted him completely. Lost cash to a scam? Hit him up now at { yt7cracker@gmail . com }. His aid turned my life around. WhatsApp at +1 512 577 7957.

  • 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

    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

  • 13.10.25 01:11 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

  • 14.10.25 01:15 tyleradams

    Hi. Please be wise, do not make the same mistake I had made in the past, I was a victim of bitcoin scam, I saw a glamorous review showering praises and marketing an investment firm, I reached out to them on what their contracts are, and I invested $28,000, which I was promised to get my first 15% profit in weeks, when it’s time to get my profits, I got to know the company was bogus, they kept asking me to invest more and I ran out of patience then requested to have my money back, they refused to answer nor refund my funds, not until a friend of mine introduced me to the NVIDIA TECH HACKERS, so I reached out and after tabling my complaints, they were swift to action and within 36 hours I got back my funds with the due profit. I couldn’t contain the joy in me. I urge you guys to reach out to NVIDIA TECH HACKERS on their email: [email protected]

  • 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

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