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Н Новости

Vibe Coding на Firebase Studio: Как я победил логистический Ад и подружился с Gemini

(История экономиста с неоконченной Computer Science в мире Логистики)

Хабр, привет! Меня зовут Александр и я обычный менеджер по работе с ключевыми клиентами в логистической компании, которая занимается в основном контейнерными перевозками из Китая в РФ (рекламы не будет).

Изображение сгенерировано Kondiski 3.1 за 2 промта
Изображение сгенерировано Kondiski 3.1 за 2 промта

Кратко обо мне: всегда интересовали компьютеры и программирование, но жизнь складывалась немного иначе чем хотелось. В 14 лет всей семьей уехали жить в Италию, где я закончил экономический, а также потом поехал учиться на 3 года на Computer Science в г. Пиза (да, это там, где башня падает и все никак не упадет). К сожалению, в связи с бумом ковида было принято решение возвращаться домой, да и долги по учебе не добавляли оптимизма в связи с чем, спустя год изоляции (возможно многие знают как жестили в Европе с ограничениями) я отправился на родину в Москву, где после непонятного года я смог более-менее укрепиться в сфере международных перевозок.

Несмотря на все пертурбации, я по-прежнему искал любыми способами оставлять в жизни место и время для программирования, хабра и поиска интересных решений и попыток самому что-то сделать годное. В моем небольшом арсенале есть основы С с универа и Java/Kotlin/JS , которые я использую везде куда дотягиваются руки.

История началась с того, что я не раз уже руками писал небольшие скрипты или же десктопные мини окошки, которые бы помогали мне в работе, но со временем я понял, что мне банально не хватает времени и инженерных навыков чтобы быстро создавать инструмент под нужную мне задачу (рынок логистики очень быстро меняется).

Первые потуги с автоматизацией на Java + DeepSeek как помощник для написания длинных парсеров, которые лень ковырять самому по началу показались мне очень многообещающими, и я частенько проводил вечера за клавиатурой после работы, радуясь тому, как быстрее пошло дело.

Самое интересное началось тогда, когда я посмотрел очередной быстрый инфообзор от одного мною любимого англоязычного ютубера (у которого кстати название канала немного похоже на название инструмента о котором пойдет речь). После чего, собственно, было принято решение «потрогать» свеженькое решение от гуглов и посмотреть на сколько это может подойти именно мне т.к. верстать я не умею от слова совсем. А там же обещали FullStack разработку в одном окне!

Первые впечатления: Открыв Firebase Studio, я очень обрадовался большому колл-ву стэков и языков, которые мне предлагали использовать для генерации кода.

Как ни странно, при всей моей любви к Java, я выбрал TypeScript + React + Next.js т.к. планировал лёгкое приложение, которое будет работать исключительно в браузере без бэкенда (вся логика выполняется в браузере).

Идея была проста: есть Excel файл (и не один) с кучей листов , колонок , комментариев, цен и т.д.

В обычном режиме не опытный человек будет минут 15 (если не больше) собирать по этому файлу предложение с маршрутом и ценами и ещё переживать, что всё ли он учёл , правильно ли прочитал комментарий, нужную ли колонку выбрал, не забыл ли что то выписать и т.д. Хотелось как то автоматизировать эту задачу т.к. по сути данные все есть , но как я уже писал выше, моих сил хватало лишь на частичный функционал который не охватывал всей картины. Пример Excel таблицы ниже, данные замазаны для безопасности.

И для каждой вкладки свои колонки и своя логика обработки.
И для каждой вкладки свои колонки и своя логика обработки.

Функционал: Пользователь может использовать 3 сценария

После загрузки в программу excel файлов (ценим безопасность, ресурсы не публикуются открыто)

  1. Точечный поиск предложения, выбирая в боксах нужные ему порты отправления, прибытия, тип контейнера и т. д. и получит готовое предложение со всей информацией которую он потом может скопировать в буфер обмена(форматируется по другим правилам чтобы не показывать лишнее).

  2. Выбрать только город/порт отправления, тип контейнера и в какой город доставить. Функция выведет новый экран, на котором будут лучше 6 предложений с таким же функционалом копирования. Есть разделение на Море + ЖД (Мультимодальная) и на Прямое ЖД.

  3. Dashboard — в нём есть «Лучшее», это предложения которые подобрали логисты на данный момент и иногда лучше заглянуть туда т.к. тут публикуются спец. тарифы которых может не быть в базе (есть идея их тоже парсить и выдавать при общем поиске).

Также был добавлен функционал для формирования инструкций по предложению, которое уже нужно передавать в отдел оперативников дальше, с полным описанием и т.д.

UI для Море + ЖД
UI для Море + ЖД
Результат  при точном вводе всех параметров функцией Get Price & Commentary
Результат при точном вводе всех параметров функцией Get Price & Commentary
Результат Calculate Best лучшие опции в порядке от самой дешевой к самой дорогой
Результат Calculate Best лучшие опции в порядке от самой дешевой к самой дорогой
UI для Прямое ЖД
UI для Прямое ЖД

Проба пера

Начал я оченьбодренько, UI рисовался за секунды, и я не мог нарадоваться что мне не нужно с этим возиться. Успешно объяснил нейронке как читать данные из Excel (Ниже я распишу все найденные мною подходы, которые упрощали для меня работу с Gemini, если у Вас также есть что посоветовать — буду очень рад Вашим комментариям!).

И как обычно всегда появляется большое НО, которое обламывает всю радость начинающего вайбкодера, я допустил критическую ошибку (да у меня в голове были заранее мысли что такое может случиться, но я откладывал до последнего пока это не произошло).

Ошибка была самой банальной, Gemini налопатил мне всё в 1 файл в 2к+ строк и в итоге он банально уже не мог с ним работать из‑за его размеров.

Пройдя все 5 стадий принятия, попыток откатить на предыдущие версии и заставить нейронку вынести куски в отдельные модули — пришлось похоронить проект.

Виртуальная машина (которую Вам бесплатно предоставляет гугл под проект) постоянно падала и кнопка reset стала чуть ли не единственным что я нажимал пол дня чтобы хоть как то воскресить это чудо.

Возрождение феникса

Создав проект заново, япросто как Франкенштейна пересобрал из кодовой базы тот же самый калькулятор, но заведомо каждые 2–3 итерации не очень больших по контенту промтов, просил Gemini рефакторить и модуляризировать код, с чем он успешно справлялся. По моим ощущениям данная версия 2.0 работает хорошо с файлом если он не превышает +‑ 500 строк, собственно, стараюсь теперь всегда держать в этом диапазоне колл‑во строк и не допускать больших файлов. На данный момент структура проекта выглядит примерно так как на фото ниже.

Разбитая структура приложения самим Gemini после моих постоянных просьб и советов по рефакторнингу
Разбитая структура приложения самим Gemini после моих постоянных просьб и советов по рефакторнингу

Проблемы и решения

В один момент я попросил его разом сделать большую часть UI и + логику для DashBoard‑а (скрин будет ниже).

Он все сделал как надо, но вот беда, функция, которая должна была работать для всех опций, работала только для 1-й (самой последней). Как бы я не упрашивал исправить баг нейросеть, она постоянно выдавала одно и то же и даже 7 итераций и танцы с бубном не помогли. В этот момент я понял, что нужно подключаться на более глубокий уровень.

Забравшись в код (хоть я и не пишу сам на TS, но понимаю, что там в целом происходит) и по примеру того, как бы я костыльно писал бы сам код на Java, объяснил мой подход про связывание объектов между собой и как это должно быть реализовано нейронке, после чего О ЧУДО! Нейронка сделала именно так, как нужно и все чудесным образом заработало. (Итоги используемых мною лайфхаков приведу ниже). Чувство гордости за найденное решение ободрило меня, и я уже не боялся в дальнейшем если сталкивался с похожими ситуациями.

Dashboard, данные пришлось замазать, но суть от этого не изменяется. Опций много, просто вниз колесиком прокручивается до следующих опций.
Dashboard, данные пришлось замазать, но суть от этого не изменяется. Опций много, просто вниз колесиком прокручивается до следующих опций.

Итак, советы

1) Для успешного проектирования проекта, очень полезно будет хотя бы краем уха знать про такие вещи как рефакторинг и разбиение кода на модули. Gemini не Архитектор (им в идеале должны быть Вы), а просто обезьянка которая шлепает вам код. Просите рефакторить и модуляризировать (выносить функционал в отдельные файлы) большие файлы, над которыми сейчас работаете раз в 2-3 промта. Если промт затрагивал большие изменения, то лучше не ждать, а сразу провести эту профилактику чтобы не оказаться в моей ситуации. Не забывайте также заходить в проект и проверять вручную файлы на их громоздкость либо возможность разбить на ещё большое колл-во модулей.

2) Если вы работаете с Excel таблицами, то при неправильном парсинге очень советую скармливать вместе с промтом скриншот таблицы, Gemini намного быстрее разберется что у него не так, чем если бы Вы пытались описать ему это словами (даже если вы очень подробно и дотошно все прописываете). Изначально я описывал только словами и об этом додумался лишь уже к концу проекта.

3) Не ленитесь, если нейронка начинает тупить и повторяться, пройдитесь хотябы глазами по коду(Gemini комментирует и сам код если попросить, по этому по нему довольно удобно проходиться если вы до этого прислушались к совету и все разбили на понятные модули). или попросите описать Вам как он работает, чтобы Вы могли придумать как обойти проблему с другой стороны (нейронка за Вас это врятли сделает).

4) Не бойтесь читать умные книги по архитектуре и проектированию ПО , в работе с нейронкой это намного важнее(мое личное мнение), чем знание синтаксиса и алгоритмов.

5) Обращайте внимание на логи которые Gemini старательно добавляет в код для поиска возможных проблем и лучшего понимания ситуации, консоль разработчика не такая страшная как может показаться в начале.

6) Очень часто когда проект уже разросся(а рефакторинг уже выполнен), Gemini бывает сложно вносить корректировки в проект и он просто виснет. Просите его разбить задачу на несколько этапов и выполнять их по 1 и чтобы после того как он выполнил часть, просил Вас подтвердить может ли он продолжить вносить изменения. Так вы не будете зависать и плавно внедрите нужный Вам функционал.

7) Gemini частенько начинает "забывать" исправлять код, он составляет четкий план корректировки , но не создает xml файл для редактирования кода. Старайтесь не упускать этот момент , чтобы не начиналась каша в проекте. Это можно легко заметить когда он текст написал, но никаких изменений по файлам нет. Просто попросите его создать xml и внести изменения. Не дайте себя одурачить, иногда он может написать, что всё ок и изменения были внесены, но если нету реального окошка с изменениями и файлом, значит он Вам нагло врёт!

Итог

Проект готов, потрачено +- месяц по 2 часа после работы и иногда по пол дня в выходные (да, дел в IRL хватает достаточно, к сожалению). Весь интересующий меня и моих коллег функционал внедрён, спасено огромное колл-во человеко-часов и нервов. Готовлюсь к хостингу на том же Firebase и понемногу добавляем доп. функции + улучшаем дизайн. (Всегда есть такое, чего бы хотелось добавить).

Очень удобно, что в их сервисе есть функция для предоставления ссылки и QR кода, по которому любой желающий может пройти и протестировать Ваш проект ещё до публикации даже с телефона (чем мы активно пользуемся для тестирования обновлений).

Я утолил на время свою жажду к созиданию и привнес пользу лично себе и бизнесу. Уже планируем интегрировать это решение и для филиалов.

Вместо 15-20 минут на поиск информации – тратиться не больше 2х минут. Новички больше не задают глупых и однотипных вопросов, а логисты могут заниматься своими прямыми обязанностями вместо исправления косяков и разжевывания одних и тех же проблем с недопониманием (что порой вытекали просто из за сложности/громосткости Excel файлов). Начальство тоже довольно, т.к. менеджеры теперь во время звонка с клиентом могут дать моментально цену а не ссылаться на логистов и что "в скором времени вернемся к Вам", причем не любую, а по предпочтению клиента и его нюансов (смотри первую функцию где выбираются конкретно все параметры), что значительно увеличивает конверсию и уверенность клиента что с ним работает не случайный мальчик а "Специалист"

Затраты также нулевые, только личное время , пока пользователей не много и нету backend-а хоститься можно бесплатно.

Отдам также должное нашему логистическому отделу , который так бережно и скрупулёзно каждый день собирает и агрегирует всю информацию в Excel файлы и проверяет актуальность данных, без таких людей, не было бы ни данного проекта, ни какого либо понимания как нам в целом работать. Так что от себя похвалю Илью и Дениса, которые стоят на страже нашего логистического порядка!

Вопросы? Спрашивайте! Расскажу:

  • Как объяснить Gemini логистику, если он путает морские и ж/д тарифы,

  • Почему Firebase иногда тормозит (и как с этим жить),

  • Как убедить коллег, что ваш калькулятор — не просто "свистоперделка", а спасение.

P.S. Если вы тоже считаете ставки в Excel — давайте обмениваться шаблонами и придумывать цифровые решения!

Возможно вместе мы найдем общие и более удобные способы работы :-)

Приглашаю всех заинтересованных в ТГ группу «болталку» созданную специально для этих целей: https://t.me/PowerLogIT Буду рад!

Источник

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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

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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

  • 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

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  • 12.10.25 01:12 harristhomas7376

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  • 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.

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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

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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

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