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Н Новости

История про то, как ChatGPT подружил проектный телеграм-чатик и таски в Jira

(спойлер: в конце будет ссылка на GitHub)

Таск-менеджеры вроде Jira — хороший инструмент для ведения проектов. Вот только есть одна проблема — на них очень быстро забивают. В первую очередь — проектные менеджеры. Когда проект стартует, менеджер с командой, как правило, делают волевую попытку декомпозировать его на эпики и задачи. Каждая задача получает красивое описание, а иногда даже назначенных исполнителей и дедлайны.

Потом проект стартует…

Внезапно меняются требования и бэклог, появляются дополнительные зависимости. Часть задач внезапно оказывается ненужной, ещё более внезапно меняются менеджеры и ключевые участники. Рано или поздно таски начинают зарастать мхом: апдейты не комментируются, статусы не двигаются.

В какой-то момент наиболее ответственный член команды решает устроить субботник и позакрывать то, что уже сделано. Отсюда — популярность следующих вопросов в поддержке Jira:

Issues not updated in a certain timeframe
Issues not updated in a certain timeframe

КОРЕНЬ ЗЛА

Он очевиден — лень. И это, вообще, нормальная человеческая реакция. После того как изменения в задачах обсудили в чате или на встрече, нужно суммировать договорённости и внести обновления в трекер. Это требует мыслительного ресурса, а «договаривание» обычно бывает интенсивным. Поэтому последнюю часть часто оставляют «на потом»: мол, всё и так зафиксировано в чате. «Потом» зачастую так и не наступает.

В итоге — в трекере бардак. Мы упускаем возможность строить аналитику, улучшать планирование и делать ещё много полезного, о чём мечтательно вздыхают на планёрках старшие менеджеры. А если серьёзно — в нынешней действительности с GenAI здорово иметь артефакт в виде подробного трекинга изменений по проекту. Это открывает практически бесконечные возможности для оптимизации процессов.

КАК ПОБЕДИТЬ ЛЕНЬ?

А никак. За почти 20 лет менеджмента в IT я видел много компаний и команд. Отдельные менеджеры на морально-волевых вытягивают качество проектных артефактов, но это скорее исключения. Массово качество ведения документации не лечится ни тренингами, ни административным давлением.

Итого, принимаем лень за константу: средний живой человек не будет аккуратно заносить изменения в трекер и передвигать таски по статусам.

Ок, давайте избавим его от этой работы. К счастью, это достижимо. Фактически у нас есть все договорённости — они зафиксированы в проектном чате. Ну или в живой беседе на дейли-митинге. С живыми беседами чуть сложнее — их нужно оцифровывать. Это решаемо (Zoom, например, умеет «из коробки», Яндекс.Телемост — тоже) и может быть полностью автоматизировано (помним про лень).

В этом упражнении оставим живые разговоры за скобками: после оцифровки они не отличаются от текстового чата. Сосредоточимся на последнем.

ИДЕАЛЬНАЯ СХЕМА

На входе: рабочий чат, посвящённый проекту. Коллеги обсуждают там задачи, но могут и пофлудить.
На выходе: все договорённости автоматически регистрируются нейросетью и переносятся в таски, а флуд игнорируется.

Для простоты эксперимента возьмём в качестве мессенджера Telegram, а в качестве трекера — Jira. В роли нейросети — OpenAI GPT-4o (можно заменить на что угодно). Менять трекер и мессенджер сложнее. Код пишем на Python.

ТРУДНОСТИ РЕАЛИЗАЦИИ

1) Настраиваем чат-бота

Очевидно: для автоматического управления телеграм-чатиком нужен бот. И тут первая проблема — как прочитать историю сообщений? По умолчанию ботам это недоступно.

Беглый гуглеж приводит к Telethon.

Супер, наш бот теперь умеет читать историю. Я решил читать последние 50 сообщений, но несложно прикрутить более изощрённую логику при желании. У меня желания не было. Помним про лень!

client.iter_messages(update.effective_chat.id, limit=50)

2) Подключаем GPT-4o в режиме агента к MCP Jira

С агентским режимом проблем нет: используем библиотеку LangChain.

Чуть сложнее с Jira. Мы хотим как минимум уметь читать таски (а, может и писать).

Сложность — в подключении к MCP Atlassian. Я нашёл два варианта:

— официальный Atlassian Remote MCP;
— GitHub-проект mcp-atlassian с 3К+ звёздами.

Крутотень! Сразу два.
Но… с обоими возникли проблемы.

Сначала — про официальный. У него такой алгоритм подключения:

из официальной документации Atlassian
из официальной документации Atlassian

Ключевой пункт — №2. Предполагается, что на локальной машине откроется браузер и предложит авторизоваться. Так и произошло, когда я подключил этот MCP к Cursor’у.

И это проблема: чат-бот я собирался запускать на удалённом сервере, а не на ноутбуке — и не для одного пользователя, а для любого. Официальный Remote MCP готов работать только с локальными клиентами. Значит, он выбывает.

Что с неофициальным?

Коротко — та же беда: авторизация. Есть три варианта. Но первые два (API Token Authentication, Personal Access Token) означают, что MCP будет авторизован подо мной и работать только с теми проектами, к которым есть личный доступ. Это не то, что нужно. Нам надо, чтобы любой пользователь смог авторизоваться в Jira со своего компьютера и выдать чат-боту право хотя бы на чтение своих проектов. Иначе смысла нет.

Третий способ — OAuth 2.0 Authentication. Тут всё ок, кроме того, что токен, полученный при авторизации на локальном компе, нужно занести в .env или конфиг на сервере. То есть опять только один пользователь авторизован. Чуть ниже описания этого метода я обнаружил интригующую заметку:

из README.md на гитхабе
из README.md на гитхабе

Ок, поднял этот MCP у себя на компе и попробовал поискать таски в тестовом проекте BriefChiefTest:

Invoking: `jira_search` with `{'jql': 'project = BriefChiefTest', 'fields': 'summary,status,assignee', 'limit': 50}`

MCP авторизовался, но выдал ошибку:

ERROR - mcp-jira - Error fetching metadata for JQL 'project = BriefChiefTest': The requested API has been removed. Please migrate to the /rest/api/3/search/jql API. A full migration guideline is available at https://developer.atlassian.com/changelog/#CHANGE-2046

Полез разбираться. Оказалось, проблему уже зарепортили: https://github.com/sooperset/mcp-atlassian/issues/720

И её благополучно игнорируют. Я решил починить и написал крутую строчку кода (заменяющую search на search/jql), но при попытке протестировать локально упёрся в следующую зарепорченную проблему:
https://github.com/sooperset/mcp-atlassian/issues/721

На этом решил, что полагаться на mcp-atlassian не готов. Тратить время на его починку — тем более, учитывая, что автор проекта sooperset пару месяцев там ничего не трогал и игнорировал PR’ы. Ага, помним про лень.

Ну и Cursor к этому моменту раз пять подсказывал что-то вроде: «Братан, тебе же всего 3 метода нужны, давай я тебе свой MCP напишу, а?»
Я сказал: «А давай» — и получил 223 строки работающего и читаемого кода. Не с первой попытки, конечно. Но — ура!

Я завернул свой мини-MCP в функцию create_jira_langchain_tools — на случай, если потом подключим что-то более классное и поддерживаемое.

Дальше — к авторизации в Jira из Telegram.

3) Авторизуемся в Jira из Telegram

Это самый неприятный с точки зрения UX элемент всей системы. Как было бы здорово, если бы Telegram умел открывать модальное окно прямо в чате, сделать там всё, что надо, и нативно вернуться обратно!

Но нет. Поэтому авторизовываться придётся так: уводим пользователя в браузер и просим вернуться в чат самостоятельно.

OAuth 2.0-авторизация в Atlassian выглядит так:

  1. В девелоперской консоли создаём приложение. Я назвал его BriefChief1.0.

  2. В секции Authorization выбираем OAuth 2.0 и указываем ссылку, куда придёт callback с кодом после того, как пользователь авторизуется и выдаст приложению права делать что-то от его имени в Jira. В ответ генерируется ссылка, по которой нужно пользователя вести на авторизацию.

    интерфейс девелоперской консоли Atlassian
    интерфейс девелоперской консоли Atlassian
  3. Пользователь переходит по ссылке и авторизуется.

  4. Atlassian шлёт callback на указанный URL. В моём случае — https://www.briefchief.ai/auth/callback.

Значит, нам нужен не только чат-бот (о нём было выше), но и авторизационный сервер для Atlassian-приложения, который будет хранить токены пользователей.

У сервера две задачи:

  1. Обрабатывать коллбэки, получать токены и сохранять их.
    Токены, кстати, протухают за час. Чтобы этого не происходило, можно прикрутить автообновление. Я этого не делал — не из лени, а из соображений безопасности. На UX это почти не влияет: авторизоваться раз в час не слишком раздражает (личный опыт).

  2. Общаться с чат-ботом. Я держу бота и сервер авторизации на разных машинах: сервер честно развернул в облаке, а бота отлаживаю на ноутбуке — так удобнее.
    Авторизационный сервер по запросу бота выдаёт токен текущего пользователя (с которым идёт диалог) или сообщает, что пользователь не авторизован, и генерирует ссылку для авторизации.

Полностью процесс авторизации выглядит так:

┌─────────────────┐    /auth      ┌─────────────────┐
│   Telegram Bot  │ ────────────► │  Auth Server    │
│                 │               │                 │
│ 1. User sends   │               │ 2. Generates    │
│    /auth        │               │    auth URL and │
│    command      │               │    returns JSON │
│                 │               │    response     │
└─────────────────┘               └─────────────────┘
         │                                 │
         │ JSON response                   │
         │ {auth_url: "...",               │
         │  telegram_user_id: "123"}       │
         ▼                                 │
┌─────────────────┐               ┌─────────────────┐
│   Telegram Bot  │               │      Jira       │
│                 │               │                 │
│ 3. Shows button │               │ 4. Displays     │
│    with         │               │    authorization│
│    auth_url     │               │    form         │
└─────────────────┘               └─────────────────┘
         │                                 │
         │ user clicks button              │
         ▼                                 │
┌─────────────────┐               ┌─────────────────┐
│   Web Browser   │ ◄─────────────│      Jira       │
│                 │               │                 │
│ 6. User         │               │ 5. Displays     │
│    authorizes   │               │    authorization│
│    in Jira      │               │    form         │
└─────────────────┘               └─────────────────┘
                                           │
                                           │ callback
                                           ▼
┌─────────────────┐               ┌─────────────────┐
│   Auth Server   │ ◄─────────────│      Jira       │
│                 │               │                 │
│ 8. Receives     │               │ 7. Sends        │
│    code + state │               │    code + state │
│    with user_id │               │    (user_id)    │
└─────────────────┘               └─────────────────┘
         │
         │ exchange code for token
         ▼
┌─────────────────┐
│      Jira       │
│                 │
│ 9. Exchanges    │
│    code for     │
│    access_token │
└─────────────────┘
         │
         │ token response
         ▼
┌─────────────────┐
│   Auth Server   │
│                 │
│ 10. Encrypts    │
│     and saves   │
│     token for   │
│     telegram_id │
└─────────────────┘
         │
         │ success page
         ▼
┌─────────────────┐
│   Web Browser   │
│                 │
│ 11. Shows       │
│     success and │
│     auto-closes │
└─────────────────┘

┌─────────────────┐    /brief     ┌─────────────────┐
│   Telegram Bot  │ ────────────► │  Auth Server    │
│                 │               │                 │
│ 12. User uses   │               │ 13. Verifies    │
│     /brief      │               │    authorization│
│     command     │               │     by user_id  │
└─────────────────┘               └─────────────────┘
         │
         │ if authenticated
         ▼
┌─────────────────┐
│   Telegram Bot  │
│                 │
│ 14. Executes    │
│     command     │
│     with token  │
└─────────────────┘

ЧТО В ИТОГЕ

Связка из бота и авторизационного сервера заработала. Я протестировал её на паре чатиков и добавил режим /test, когда вместо реального чата подсовываю симулированный диалог, сгенерированный ChatGPT. С помощью этих симуляций я отлаживал промпт. В Jira использовал тестовый проект, сгенерированный по умолчанию при создании аккаунта.

тестовый проект по умолчанию в Jira
тестовый проект по умолчанию в Jira

С точки зрения пользователя взаимодействие с briefchiefbot в Telegram выглядит так:

пример использования BriefChiefBot
пример использования BriefChiefBot

В итоге я решил, что автоматически вносить правки в Jira — слишком рискованно (нейросети, как мы знаем, умеют удалять прод-базы). Ограничился генерацией комментариев, которые можно просто Ctrl-C-Ctrl-V'шнуть в Jira — рядом даю ссылки на таски.

Мне, как ленивому менеджеру с полутора десятками лет опыта, это видится норм. Но особо горячие головы (и, очевидно, ещё более ленивые) небольшой правкой промпта и прав, выданных Atlassian-приложению, могут сделать систему полностью автоматической.

На всякий случай: BriefChiefBot в Telegram существует, но сейчас не работает. Подумываю сделать его публичным, но нужно допилить код и решить, готов ли я платить за запросы к ChatGPT. Даже если это будет gpt-5-nano, это всё же деньги :)

Весь код проекта — тут:
https://github.com/vladmiron85/BriefChief

Надеюсь, этот текст вдохновит кого-нибудь сделать инструмент покруче моего! Область оптимизации работы проектного менеджера с помощью GenAI на момент написания этой статьи выглядит сильно недоинвестированной.

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

  • 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

    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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