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Обзор k8sgpt: как искусственный интеллект помогает обучать DevOps-инженеров

Всем привет! На связи Евгений Торин, DevOps-инженер компании «Флант». Я давно хотел попробовать в деле искусственный интеллект и даже в качестве эксперимента генерировал картинки для своих презентаций. Но полноценно погрузиться в эту область удалось, лишь когда появилась практическая необходимость.

Однажды меня попросили онбордить новичков в работе с Kubernetes — научить их решать возникающие проблемы. У нас есть рабочий процесс онбординга и даже собственный обучающий курс, но мне хотелось внедрить новый инструмент, который помогал бы решать эту задачу. Сейчас особую популярность набирают AI и LLM (Large Language Models, большая языковая модель), которые я и решил использовать для решения задач онбординга. То есть решил переложить эту работу на машины.

Одним из новых инструментов в области AI, которые связаны с работой Kubernetes, является k8sgpt — чат-бот, который появился весной 2023 года. Он помогает получать информацию, советы и решения по различным вопросам, связанным с Kubernetes. Для сравнения можно найти похожие утилиты в статье про инструменты с открытым исходным кодом на основе OpenAI для Kubernetes.

В этой статье я расскажу, что за утилита k8sgpt, как её поставить, какие есть полезные опции и как подключить к ней AI. Я покажу, какого уровня диагностику можно провести с помощью этого инструмента и на какие ответы чат-бота можно рассчитывать.

Для этого я попробовал в действии разные доступные интеграции с AI, несколько моделей, в том числе и локальную. Всё с примерами, командами запуска и подробными логами.

Что такое k8sgpt

k8sgpt используется для сканирования кластеров Kubernetes, диагностики проблем и поиска вариантов их устранения. В его основе — богатый опыт SRE (Site Reliability Engineering). Опираясь на него, k8sgpt извлекает наиболее релевантную информацию и дополняет её с помощью искусственного интеллекта.

Например, в кластере появился под со статусом Pending. И если на ум не приходят причины этой проблемы, можно запустить утилиту k8sgpt и получить разъяснение, список возможных проблем и, возможно, даже команды для дальнейшей диагностики.

Так k8sgpt помогает дебажить проблемы в «кубе». А ещё утилита добавляет в чат к стандартному запросу формат общения и контекст проблемы. Конечно, запрос в чат можно составить и самостоятельно, но k8sgpt упрощает и ускоряет этот процесс.

Как устанавливать k8sgpt

Если не хочется устанавливать утилиту, с её работой можно начать знакомиться в песочнице. Если же есть желание полноценно разобраться с инструментом, его нужно установить. Существуют два основных варианта установки:

В качестве простой консольной утилиты — при её вызове мы получаем ответ.
В качестве оператора K8s в кластере — утилита работает в фоне и складывает результаты в отдельный CR (Custom Resource) типа Result. Это вариант подойдёт, когда нужна история проверок, а также когда нужно автоматизировать проверку проблемы, которую нельзя застать при ручном подходе — при работе с консольной утилитой.

В этой статье я разберу только первый вариант установки. Вариант с оператором можно найти в этой статье.

1. Устанавливаю утилиту на мастере k8s-кластера:

curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.3.40/k8sgpt_amd64.deb

dpkg -i k8sgpt_amd64.deb

2. Регистрирую интеграцию с AI (далее бэкенд или просто бэк). Сейчас утилита поддерживает несколько вариантов бэков, из основных это:

внешние: OpenAI, Azure OpenAI, Cohere, Google Gemini, HuggingFace и др.;
локальные: noopai, LocalAI.

Полный список можно посмотреть на сайте.

Примечание
Noopai — фейковый AI. Это заглушка на случай тестирования утилиты. Отвечает так:
I am a noop response to the prompt ...
Вместо многоточия подставляется текст ошибок, результат работы модуля analyze, о нём подробнее будет чуть ниже.

Выполняю регистрацию на первом по очереди рабочем бэке — от OpenAI. API-ключ можно получить по ссылке. В команде регистрации бэка нужно указать собственно имя бэка openai и имя модели, например gpt-3.5-turbo:

k8sgpt auth add -b openai -m gpt-3.5-turbo
Enter openai Key:

Далее предполагается, что конфиг ~/.kube/config уже есть и API кластера доступен, после чего утилита готова к работе.

Подробнее об установке и первом запуске можно почитать в официальной документации.

Какие возможности и опции есть у k8sgpt

Прежде чем разбирать работу утилиты, рассмотрим её основные функции. Ниже можно увидеть одни из главных команд:

Доступные команды:
  analyze     Команда поможет найти проблемы в кластере Kubernetes
  cache       Для работы с кэшем результатов анализа
  filters     Настраивайте фильтры для анализа ресурсов Kubernetes
  e, explain  Команда для обращения к AI для решения проблемы

Допустим, такой командой я попрошу утилиту рассказать, что происходит в кластере:

k8sgpt analyze -b openai --explain --no-cache --namespace=dev --filter Pod

analyze (анализатор) собирает данные о проблемах в кластере.
С помощью опции explain происходит обращение к бэку AI. Без неё утилита не будет использовать AI, а запустит внутренний анализатор — по сути сборник SRE-практик по дебагу определённой проблемы, где по статусу ресурса определяется перечень дальнейших диагностических действий.
Опция --no-cache добавлена, чтоб не учитывать результат предыдущего анализа из кэша.
Фильтр --namespace=dev -f Pod анализирует проблемы в определённом неймспейсе по ресурсам типа Pod.

Например, в запросе ниже я не использовал AI, но в ответе утилита дала структурированную информацию по найденным проблемам, по которой можно догадаться о причинах возникновения ошибок:

# k8sgpt analyse --namespace=dev
AI Provider: AI not used; --explain not set

0 dev/web-0(StatefulSet/web)
- Error: 0/2 nodes are available: 1 node(s) didn't match Pod's node affinity/selector,1 node(s) had taint {node-role.kubernetes.io/master: }, that the pod didn't tolerate.
...

А если использовать в команде опцию -d, утилита добавит к каждой ошибке описание из документации в секции Kubernetes Doc:

# k8sgpt analyze --namespace=dev --filter Service -d
AI Provider: AI not used; --explain not set

0 dev/web-0(web-0)
- Error: Service has no endpoints, expected label app.kubernetes.io/name=local-ai
  Kubernetes Doc: Route service traffic to pods with label keys and values matching this selector. If empty or not present, the service is assumed to have an external process managing its endpoints, which Kubernetes will not modify. Only applies to types ClusterIP, NodePort, and LoadBalancer. Ignored if type is ExternalName. More info: https://kubernetes.io/docs/concepts/services-networking/service/

В итоге даже без подключения бэка с AI утилита может быть полезна. Опция же explain отправляет найденные ошибки в указанный бэк для поиска решения. Дальше в статье я буду всегда использовать опцию explain и сравнивать суммарный ответ — результат работы модуля анализатора для конкретного ресурса и ответа определённого бэк-сервера с работающей в нём моделью.

Благодаря встроенному анализатору сокращается количество ложных и выдуманных теорий, которые бы предложил на месте анализатора AI.

Снижение количества запросов

Утилита поддерживает два типа управления количеством запросов, это фильтры через опцию --filter по типам ресурсов и --max-concurrency — количество запросов, отправляемых в «куб», где цифра указывает на количество отправленных в API параллельных запросов:

  -m, --max-concurrency int   Maximum number of concurrent requests to the Kubernetes API server (default 10)

Эта опция поможет не создавать избыточную нагрузку, если, например, требуется проанализировать ресурсы всего кластера или неймспейса сразу.

А для снижения количества запросов к AI бэка (например, на доступ к API openai существуют rate-limits и может появится ошибка 429 — Too Many Requests) помогут только фильтры.

Русский язык

Большинство моделей обучались преимущественно на англоязычных текстах, при этом k8sgpt работает и на русском языке, но только в качестве перевода. Для этого при проверке проблемы нужно добавить опцию --language ”russian”. Но она работает только в режиме обращения к внешнему бэку, то есть с опцией --explain.

Интерактивный режим

У k8sgpt есть возможность уточнить свой вопрос, спросить про синтаксис команд и прочее — интерактивность. Запустить её можно с помощью ключа --interactive:

# k8sgpt analyze -b openai --no-cache -m 1 --namespace=dev --filter Ingress --explain --interactive
...

0 dev/torin-test(torin-test)
- Error: Ingress uses the ingress class nginxa which does not exist.
...
Solution: 
1. Verify the existence of the specified ingress class (nginxa).
...

Interactive mode enabled [type exit to close.]
Input text: Write me command to fix ingress class name

To fix the ingress class name, you can use the following command:

```
kubectl edit ingress dev/torin-test
```

This command will open the Ingress resource in an editor where you can update the specified ingress class from "nginxa" to the correct value. Make sure to save the changes after editing the file.

Далее открывается огромное пространство для коммуникации с AI.

Как работать со внешними AI-бэкендами

Проверим k8sgpt на практике с помощью внешних AI-бэкендов. Для этого я сымитировал несколько проблем с ресурсами кластера и посмотрел, какие советы по их устранению предлагает утилита.

Под в статусе Pending

Через .spec.affinity.nodeAffinity ограничил узлы, на которых может запускаться под. Если условия не будут удовлетворены, то под будет в статусе Pending. Проверим эту проблему через утилиту:

# k8sgpt analyse --explain --namespace=dev

 100% |█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| (2/2, 16 it/min)        
AI Provider: openai

0 dev/web-0(StatefulSet/web)
- Error: 0/3 nodes are available: 1 node(s) didn't match Pod's node affinity/selector, 1 node(s) had taint {dedicated: kafka}, that the pod didn't tolerate, 1 node(s) had taint {node-role.kubernetes.io/master: }, that the pod didn't tolerate.

Solution: 
1. Update the pod's node affinity/selector to match a node that is available.
2. Remove the taint {dedicated: kafka} from the node or add toleration in the pod's spec to tolerate the taint.
3. Remove the taint {node-role.kubernetes.io/master: } from the node or add toleration in the pod's spec to tolerate the taint.

В ответе k8sgpt в первую очередь предлагает проверить верность указанных selectors (nodeselector) и affinity, что является верным предположением. Дальнейшие рекомендации по удалению taint также могут быть полезны, так как в этих местах тоже часто допускаются ошибки.

Под в статусе ErrImagePull

Следующая ошибка связана с невозможностью скачать образ. В данном примере я изменил имя текущего образа на несуществующее, и вот что ответила на это утилита и базовая модель gpt-3.5-turbo от openai:

# k8sgpt analyze --explain -m 1 --namespace=dev 
 100% |████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| (2/2, 13 it/min)        
AI Provider: openai
0 dev/web-0(StatefulSet/web)
- Error: Back-off pulling image "registry.k8s.io/alpine:3.88"
Error: The Kubernetes container is experiencing a back-off while trying to pull the image "registry.k8s.io/alpine:3.88".
Solution: 
1. Check the image repository registry for any issues or downtime.
2. Verify the image name and tag are correct.
3. Ensure there is enough disk space on the Kubernetes node.
4. Restart the Kubernetes cluster or pod to retry the image pull.
5. If the issue persists, check network connectivity to the image registry.
6. Consider using a different image or version if the problem persists.

В своём ответе модель с помощью утилиты предлагает проверить, работает ли вообще registry. И потом предлагает проверить имя тега. Если не помогло, ещё можно проверить место для хранения образа, перезагрузить кластер, проверить доступность между кластером и хранилищем образов, а в конце рекомендуется попробовать другой образ.

Ход мыслей у модели верный, но предложение перезагрузить кластер приведёт к недоступности всего, что в нём запущено. Поэтому следовать рекомендациям всё же нужно с оглядкой на масштаб возможных последствий.

Если посмотреть документацию, утилита парсит вывод нескольких источников, в том числе kubectl get events. Выглядит этот вывод так:

# kubectl -n dev get events --sort-by='.metadata.creationTimestamp'
LAST SEEN   TYPE      REASON                   OBJECT            MESSAGE
20s         Normal    Pulling                  pod/web-0         Pulling image "registry.k8s.io/alpine:3.88"
20s         Warning   Failed                   pod/web-0         Error: ErrImagePull
20s         Warning   Failed                   pod/web-0         Failed to pull image "registry.k8s.io/alpine:3.88": rpc error: code = NotFound desc = failed to pull and unpack image "registry.k8s.io/alpine:3.88": failed to resolve reference "registry.k8s.io/alpine:3.88": registry.k8s.io/alpine:3.88: not found
5s          Normal    BackOff                  pod/web-0         Back-off pulling image "registry.k8s.io/alpine:3.88"
5s          Warning   Failed                   pod/web-0         Error: ImagePullBackOff

Это подтверждает то, что утилита опирается на данные кластера. Значит, она видит проблему и предлагает решение именно по возникшей ситуации.

Теперь проверим утилиту на этой же проблеме только с использованием стороннего AI-сервера — Cohere. Описание модели можно найти по этой ссылке. Добавить новую модель можно не только через k8sgpt auth add -b cohere -m command-nightly, но и через редактирование файла конфигурации /root/.config/k8sgpt/k8sgpt.yaml. Модель проста в регистрации, для подтверждения не требуется номер телефона, и даже в бесплатном режиме можно комфортно отправлять запросы.

Модель Cohere справилась с проблемой неверного имени тега следующим образом:

# k8sgpt analyze --explain -m 1 --no-cache --namespace=dev
 100% |███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| (1/1, 17 it/min)        
AI Provider: cohere

0 dev/test-6645f4b985-rbm7z(Deployment/test)
- Error: Back-off pulling image "alpine:3.88"
 Error: Kubernetes is having trouble pulling the image "alpine:3.88". 
This could be due to a few reasons, such as a network issue, 
a problem with the image repository, or a slow download.
Solution: Check the Kubernetes logs for more details on the error. 
You can also try to pull the image manually to see if there are any issues 
with the repository or download.
If the issue persists, try restarting the Kubernetes node or cluster.

В этом варианте как будто поменялся prompt. Например, нет пронумерованного списка рекомендаций. Также подход к решению немного иной: предлагается верхнеуровнево проверить сетевые проблемы, проблемы с registry или низкой скоростью загрузки. Ещё рекомендуется посмотреть логи K8s и попробовать скачать образ вручную. А если совсем ничего не помогает, нужно перезапустить кластер. Но о том, к какой проблеме это может привести, мы говорили ранее.

Решение той же проблемы от флагманской модели OpenAI gpt-4o по сути ничем не отличается от ответа gpt-3.5-turbo:

0 dev/test-6645f4b985-rbm7z(Deployment/test)
- Error: Back-off pulling image "alpine:3.88"
Error: Kubernetes is unable to pull the Docker image "alpine:3.88".
Solution:
1. Verify the image name and tag are correct.
2. Check if the image exists in the repository.
3. Ensure your Kubernetes nodes have internet access.
4. Try pulling the image manually using `docker pull alpine:3.88`.
5. Update the image tag if necessary.

Тут, сравнивая два бэка и три модели, две из которых с одинаковой настойчивостью рекомендуют перезапустить кластер, логично выбрать последнюю — 4o, да и визуально и технически структурированный ответ от OpenAI мне нравится больше. С другой стороны, Cohere проще в регистрации и работает без VPN.

Под в статусе ErrImagePull + wrong password

Теперь я подбрасываю утилите проблемы в рамках недоступности образа. Но на этот раз поменяю логин и пароль для доступа к gitlab.registry — локальный registry, в который перепушил образ alpine, поэтому тег изменился. Тестирую k8sgpt на модели gpt-3.5-turbo от openai. Получаю такой ответ:

# k8sgpt analyze --explain -m 1 --no-cache --namespace=dev 
 100% |████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| (2/2, 8 it/min)         
AI Provider: openai

1 dev/web-0(StatefulSet/web)
- Error: Back-off pulling image "registry.k8s.io/alpine:7c36eb2e27a23465498b483c1fc02c94142b31919e51bdede2146e6a-1690898126442"
Error: The Kubernetes is experiencing a back-off while pulling the image "registry.k8s.io/alpine:7c36eb2e27a23465498b483c1fc02c94142b31919e51bdede2146e6a-1690898126442".

Solution: 
1. Check the network connectivity to the image registry.
2. Verify the image name and tag are correct.
3. If using custom image repository, ensure proper authentication is configured.

Советы такие: проверить сеть, имя тега и верность кредов подключения к частному хранилищу. Последний вариант верный, но есть нюанс — спустя некоторое время список рекомендаций обновился:

1 dev/web-0(StatefulSet/web)
- Error: Back-off pulling image "registry.k8s.io/alpine:7c36eb2e27a23465498b483c1fc02c94142b31919e51bdede2146e6a-1690898126442"
Error: There is an issue with pulling the specified image from the registry.

Solution: 
1. Check if the image name and tag are correct.
2. Verify if the registry URL is accessible.
3. Ensure that you have the necessary permissions to pull the image.
4. Make sure there is an active internet connection.
5. Restart the Kubernetes pod or deployment.

Обновление списка рекомендаций может показаться странным, так как при обращении к модели не была явно указана высокая температура — параметр, который отвечает за случайность генерируемого текста. На эту тему даже было открыто обращение, и начиная с версии утилиты v0.3.18 можно указать этот параметр, по умолчанию — 0,7, и это делает модель более креативной в ответах. Сама настройка температуры вынесена в файл конфигурации:

cat /root/.config/k8sgpt/k8sgpt.yaml

ai:
    providers:
        - name: openai
          model: gpt-3.5-turbo
          password: ...
          temperature: 0.7
          topp: 0.5
          maxtokens: 2048
...

Но вариант с параметром — это всего лишь догадки. Также обновление текста рекомендаций можно списать на новые события в кластере и использование опции --no-cache, что делает каждый новый запрос без учёта данных предыдущего.

Новый ответ утилиты рекомендует проверить имя тега, корректность ссылки до registry и наличие необходимых прав для скачивания — это бывает важно в некоторых случаях. Также рекомендуется проверить интернет-подключение и, по уже сложившейся традиции, если ничего не помогает, перезапустить кластер.

Обновлённый список рекомендаций оказался шире, и большинство предложенных решений имеют право на существование. При этом пропал вариант с корректностью логина и пароля, который я загадал, хотя всё это время в описании пода (kubectl -n dev describe pod web-0) можно видеть явную ошибку доступа
failed to authorize: failed to fetch anonymous token: unexpected status: 403 Forbidden.

К сожалению, модель не всегда выдаёт удовлетворяющий на 100% ответ. Но это искусственный пример, в котором я знаю, что сломал. В реальной же ситуации от модели потребуются варианты, перепробовав которые можно спросить ещё раз. Но справедливости ради нужно отметить, что на этот раз 4o-модель справилась с задачей лучше своей предшественницы:

Solution:
1. Verify image registry URL and credentials.
2. Ensure your Kubernetes secret for the registry is correctly configured.
3. Check OAuth token endpoint and permissions.
4. Retry pulling the image.

Под в статусе CrashLoopBackOff

Имитирую следующую проблему: делаю любую ошибку в команде запуска пода, например вызываю несуществующий в этом образе bash. В итоге вижу от k8sgpt такой ответ:

# kubectl -n dev get pod
NAME                    READY   STATUS             RESTARTS      AGE
test-6dbdf798f9-skb8t   0/1     CrashLoopBackOff   4 (22s ago)   2m2s

# k8sgpt analyze --explain --no-cache --namespace=dev
 100% |████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| (2/2, 7 it/min)         
AI Provider: openai

1 dev/test-6dbdf798f9-skb8t(Deployment/test)
- Error: back-off 1m20s restarting failed container=alpine pod=test-6dbdf798f9-skb8t_dev(9e727950-e020-4422-b4d5-36e725933a26)
Error: The container "alpine" in the "test-6dbdf798f9-skb8t_dev" pod is failing and restarting with a back-off time of 1 minute and 20 seconds.

Solution: 
1. Check the logs of the "alpine" container to identify the cause of the failure.
2. Make necessary changes to fix the issue.
3. Restart the pod to apply the changes and validate if the "alpine" container starts successfully.

Утилита рекомендует посмотреть логи контейнера, пофиксить проблему и рестартануть под без какой-либо конкретики.

Смотрю events:

19s         Warning   Failed                   pod/test-6dbdf798f9-skb8t         Error: failed to create containerd task: failed to create shim task: OCI runtime create failed: runc create failed: unable to start container process: exec: "bash": executable file not found in $PATH: unknown

Предположительная проблема — exec: "bash": executable file not found in $PATH: unknown, но упоминаний в решении о ней нет.

Та же ошибка — и новая попытка анализа показывает, что ответ всё же не статичен — есть некоторая вариативность. Но даже изменение температуры до 0,7 кардинально не изменит качество ответа:

# k8sgpt analyze --explain --namespace=dev
 100% |████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| (2/2, 15 it/min)        
AI Provider: openai

1 dev/test-6dbdf798f9-skb8t(Deployment/test)
- Error: back-off 2m40s restarting failed container=alpine pod=test-6dbdf798f9-skb8t_dev(9e727950-e020-4422-b4d5-36e725933a26)
Error: The container "alpine" in the pod "test-6dbdf798f9-skb8t_dev" failed to restart after a back-off period.

Solution:
1. Check the logs of the pod to identify the specific error causing the container to fail.
2. Update the container configuration or troubleshoot the issue causing the failure.
3. Apply the necessary changes to resolve the error.
4. Restart the pod to check if the issue has been resolved.

Модель 4o предложила:

Solution:
1. Check container logs: `kubectl logs test-6dbdf798f9-skb8t -c alpine`
2. Describe the pod for more details: `kubectl describe pod test-6dbdf798f9-skb8t`
3. Fix any issues found in the logs or description.
4. Restart the pod: `kubectl delete pod test-6dbdf798f9-skb8t` (it will be recreated).

Как и ожидалось, новые рекомендации отличаются по форме, но идентичны по сути: проверить логи, обновить конфигурацию контейнера, найти и исправить проблему, перезагрузить под. Новая модель лишь предложила конкретные команды для дебага.

Под в статусе OOMKilled

Ещё одна частая ошибка — эмулирую запуск пода со следующей командой:

command:
            - bash
            - "-c"
            - "for i in {1..100};do echo \" $i s waiting...\" && sleep 1;done\necho \"some strange command\"\ntail /dev/zero\nEOF \n"

В событиях виден циклический ребут пода:

52s         Normal    Started                  pod/test-858c7f9f7d-tp69t         Started container alpine
52s         Normal    Pulled                   pod/test-858c7f9f7d-tp69t         Container image "alpine:3.6" already present on machine
52s         Normal    Created                  pod/test-858c7f9f7d-tp69t         Created container alpine
4s          Warning   BackOff                  pod/test-858c7f9f7d-tp69t         Back-off restarting failed container

По events нельзя однозначно судить о проблеме. Про OOM тут явно не сказано, но это можно обнаружить, сделав describe:

# kubectl -n dev describe pod test-858c7f9f7d-tp69t
...      
    State:          Waiting
      Reason:       CrashLoopBackOff
    Last State:     Terminated
      Reason:       OOMKilled

Также ненадолго эту информацию поймал в статусе пода:

# kubectl -n dev get pod -w
NAME                    READY   STATUS    RESTARTS      AGE
test-858c7f9f7d-tp69t   1/1     Running   2 (25s ago)   49s
test-858c7f9f7d-tp69t   0/1     OOMKilled   2 (26s ago)   50s
test-858c7f9f7d-tp69t   0/1     CrashLoopBackOff   2 (13s ago)   63s
test-858c7f9f7d-tp69t   1/1     Running            3 (29s ago)   79s
test-858c7f9f7d-tp69t   0/1     OOMKilled          3 (40s ago)   90s
test-858c7f9f7d-tp69t   0/1     CrashLoopBackOff   3 (13s ago)   102s

Чат на это даёт следующие рекомендации:

# k8sgpt analyze --explain --no-cache --namespace=dev -f Pod
   0% |                                                                                                                                          | (0/1, 0 it/hr) [0s:0s]^ 100% |█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| (1/1, 7 it/min)        
AI Provider: openai

0 dev/test-858c7f9f7d-tp69t(Deployment/test)
- Error: back-off 5m0s restarting failed container=alpine pod=test-858c7f9f7d-tp69t_dev(2dcd7352-a56c-4c87-a74f-88f964b60d02)
Error: The alpine container in pod test-858c7f9f7d-tp69t_dev failed to start and is continuously restarting with a back-off period of 5 minutes.
Solution: 
1. Check the logs of the pod using `kubectl logs pod/test-858c7f9f7d-tp69t_dev`
2. Identify the cause of the failure in the logs.
3. Fix the issue with the alpine container.
4. Update the pod using `kubectl apply -f <pod_yaml_file>` to apply the changes.
5. Monitor the pod using `kubectl get pods -w` to ensure it is running without restarts

Нужно найти причину, внести изменения, перезапустить под и продолжать наблюдение. Повторные запуски с разными задержками и попытки подловить ошибку не увенчались успехом. Получается, что k8sgpt может не заметить плавающие ошибки. Возможно, тут подошла бы операторная версия утилиты.

Ошибки с Ingress

Дальше будет достаточно простая ошибка с опечаткой. Чуть ниже покажу, с какой именно, а пока запускаю под c образом nginx и подключаю его к kind: Ingress. По events ошибок нет:

# kubectl -n dev get events
LAST SEEN   TYPE     REASON    OBJECT                      MESSAGE
6m          Normal   Pulled    pod/test-548bf544cd-nttq5   Container image "alpine:3.6" already present on machine
6m          Normal   Created   pod/test-548bf544cd-nttq5   Created container alpine
9m24s       Normal   Sync      ingress/torin-test          Scheduled for sync

В describe тоже пусто:

# kubectl -n dev describe ingress
Name:             torin-test
Labels:           <none>
Namespace:        dev
Address:          95.217.82.184
Default backend:  default-http-backend:80 (<error: endpoints "default-http-backend" not found>)
TLS:
  torin-test-tls terminates torin-test.sandbox.echo-shared.hf.flant.com
Rules:
  Host                                         Path  Backends
  ----                                         ----  --------
  torin-test.sandbox.echo-shared.hf.flant.com  
                                               /   torin-test:app (<error: endpoints "torin-test" not found>)
Annotations:                                   kubernetes.io/ingress.class: nginx
                                               nginx.ingress.kubernetes.io/force-ssl-redirect: true
                                               nginx.ingress.kubernetes.io/ssl-redirect: true
Events:
  Type    Reason  Age                From                      Message
  ----    ------  ----               ----                      -------
  Normal  Sync    10m (x2 over 10m)  nginx-ingress-controller  Scheduled for sync

И если нет идей, куда после этого смотреть, k8sgpt может подсказать возможную проблему:

# k8sgpt analyze --explain -m 1  --namespace=dev 
 100% |█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| (2/2, 20 it/min)        
AI Provider: openai

0 dev/torin-test(torin-test)
- Error: Ingress uses the ingress class nginxa which does not exist.
- Error: Ingress uses the service dev/torin-test which does not exist.
- Error: Ingress uses the secret dev/torin-test-tls as a TLS certificate which does not exist.
Error: Ingress uses the ingress class nginxa which does not exist. Ingress uses the service dev/torin-test which does not exist. Ingress uses the secret dev/torin-test-tls as a TLS certificate which does not exist.

Solution: 
1. Check the spelling and syntax of the ingress class "nginxa" to ensure it matches a valid ingress class name.
2. Verify if the service "dev/torin-test" exists. If not, create the service with the required specifications.
3. Confirm if the secret "dev/torin-test-tls" exists. If not, create the secret with the correct TLS certificate information.

И первым же пунктом утилита предлагает верное решение: опечатка в имени ingress class, а класса nginxa не существует в кластере:

# kubectl get ingressclasses.networking.k8s.io --no-headers -o custom-columns=":metadata.name"
nginx

Тут нужно отметить, что ошибка Error: Ingress uses the ingress class nginxa which does not exist была обнаружена в секции analyze — то есть анализатором k8sgpt на основе данных из кластера и до использования AI. Поэтому неудивительно, что в секции Solution AI тоже подчёркивает важность этой проблемы и предлагает верный вариант её решения.

По поводу опечатки в имени ресурса — неожиданно подробный ответ и пошаговые рекомендации с командами дал бэк Cohere c моделью command-nightly (полный список актуальных моделей можно получить из документации) даже без опции -d:

# k8sgpt analyze -b cohere --explain -m 1  --namespace=dev
 100% |██████████████████████████████████████████████████████████████████████████████████████████████| (2/2, 5 it/min)         
AI Provider: cohere

1 dev/torin-test(torin-test)
- Error: Ingress uses the ingress class nginxa which does not exist.
- Error: Ingress uses the service dev/torin-test which does not exist.
- Error: Ingress uses the secret dev/torin-test-tls as a TLS certificate 
which does not exist.
 Error: Ingress uses the ingress class nginxa which does not exist. 
Ingress uses the service dev/torin-test which does not exist. 
Ingress uses the secret dev/torin-test-tls as a TLS certificate 
which does not exist.

Solution: To resolve this error, you can follow these steps:

1. Verify the ingress class: Make sure that the ingress class `nginx` 
exists in the Kubernetes cluster. You can use the following command to check:

```
kubectl get ingressclass nginxa
```

2. Verify the service: Make sure that the service `dev/torin-test` 
exists in the Kubernetes cluster. You can use the following command to check:

```
kubectl get service dev/torin-test
```

3. Verify the secret: Make sure that the secret `dev/torin-test-tls` 
exists in the Kubernetes cluster. You can use the following command to check:

```
kubectl get secret dev/torin-test-tls
```

If any of these resources do not exist, you can create them with the 
following commands:

```
kubectl apply -f ingress.yaml
kubectl apply -f service.yaml
kubectl apply -f secret.yaml
```

4. Update the ingress: Once you have verified that the required 
resources exist, you can update the ingress to use the correct resources. 
You can use the following command to patch the ingress:

```
kubectl patch ingress torin-ingress --type='json' 
--patch='{"spec": {"ingressClassName": "nginx", 
"defaultBackend": {"serviceName": "torin-test", "servicePort": 80}}'
```

5. Verify the ingress: After updating the ingress, you can verify that it is 
using the correct resources by running the following command:

```
kubectl get ingress torin-ingress
```

Output:
```
NAME           CLASS    HOSTNAME   ADDRESS        PORTS   AGE
torin-ingress  nginxa                 127.0.0.1      80      1d3h
```

This output shows that the ingress `torin-ingress` is using the correct 
ingress class (`nginx`), service (`torin-test`), and secret (`torin-test-tls`).

Что предлагает бэк Cohere:

Проверить наличие ингресс-класса с таким именем.
Проверить наличие сервиса и секрета.
Поменять настройки ингресса с учётом найденных имён ресурсов.
Проверить корректность настройки ингресса.

И как уже сказал, всё это с конкретными командами.

Как работать с локальными бэками

Использование внешних бэков может показаться небезопасным, так как в запросах в бэк явно фигурируют имена неймспейсов, подов и прочих ресурсов кластера. И может возникнуть вопрос, отправляются ли данные, например, секретов. На этот случай утилита предлагает возможность анонимизации отправляемых данных с помощью опции --anonymize. Например, так выглядит запрос без --anonymize:

# k8sgpt analyze -b localai  --no-cache -m 1 --namespace=dev --filter Ingress --explain

...
--- Ingress uses the ingress class nginxa which does not exist. Ingress uses the service dev/torin-test which does not exist. Ingress uses the secret dev/torin-test-tls as a TLS certificate which does not exist. ---.
...

Здесь после команд представлены логи запроса от утилиты со стороны бэка. Логи взяты из бэка localai, пример запуска которого будет ниже.

А так со стороны бэка выглядит тот же запрос, но с опцией --anonymize:

# k8sgpt analyze -b localai --no-cache -m 1 --namespace=dev --filter Ingress --explain --anonymize
...
--- Ingress uses the ingress class ZWIyfD5S which does not exist. Ingress uses the service Rkwv/c0gnUmJZNjhPIw== which does not exist. Ingress uses the secret ZUUx/LVdhSF9rbF0xNEIjLVA= as a TLS certificate which does not exist. ---.
...

Видно, что имена ресурсов в данном случае скрыты. Со стороны же ответа утилиты пользователю разница в именах не видна, поэтому для демонстрации работы опции потребовались именно логи бэка.

Если же нужен ещё более безопасный способ использования утилиты k8sgpt, стоит рассмотреть возможность использования собственного бэка (-b localai).

Для кластера может подойти решение LocalAI — приложение, которое позволяет запускать модели искусственного интеллекта без необходимости подключения к интернету. Тут может возникнуть путаница проекта LocalAI и бэка утилиты k8sgpt (-b localai). Последняя — это общий ключ для подключения любого бэка с моделью, а LocalAI — одна из возможных реализаций этого бэка, так как утилите для подключения бэка localai достаточно ссылки и ключа доступа. Провайдером же для модели может быть любое другое приложение.

Запускаю локальную модель с помощью LocalAI

Для установки LocalAI понадобится следующее:

Для установки LocalAI я использовал werf, а не чистый Helm: подредактировал Helm-чарты, создал werf.yaml и .gitlab-ci.yml для выката в K8s-кластер удобным для себя способом. Вы можете использовать либо чистый Helm, либо любые другие его аналоги.

values.yaml выглядит так:

deployment:
  env:
    ...
    preload_models: '[{ "url": "github:go-skynet/model-gallery/gpt4all-j.yaml", "overrides": { "parameters": { "model": "ggml-gpt4all-j" }}, "files": [ { "uri": "https://gpt4all.io/models/ggml-gpt4all-j.bin", "sha256": "acd54f6da1cad7c04c48b785178d686c720dcbe549903032a0945f97b1a43d20", "filename": "ggml-gpt4all-j" }]}]'

Здесь стоит обратить внимание на имя модели и ресурсы. По умолчанию используется модель ggml-gpt4all-j (ниже будет пример с запуском другой модели). Эксперименты с запуском начал проводить на K8s-кластере с доступным на тот момент рабочим узлом с характеристиками 4cpu 8gb и отдал поду почти все доступные ресурсы (узла с GPU под рукой не оказалось, но в следующей части попробую запуститься уже с ними):

resources:
  requests:
    cpu: 3500m
    memory: 7Gi

Диск, чтобы хватило места под модель:

persistence:
    pvc:
      enabled: true
      size: 20Gi

Забегая вперёд, по графикам можно увидеть утилизацию ресурсов во время обработки запроса и длительность подготовки ответа:

7,45 ГБ памяти и 100% CPU — утилизируются почти все ресурсы, что были доступны на узле, так как лимиты поду не указывал.

Также в переменных values.yaml можно настроить шаблон запроса:

promptTemplates:
   ggml-gpt4all-j.tmpl: |
     The prompt below is a question to answer, a task to complete, or a conversation to respond to; decide which and write an appropriate response.
     ### Prompt:
     {{.Input}}
     ### Response:

И его тоже видно в логах пода во время выполнения запроса:

Prompt (after templating): The prompt below is a question to answer, a task to complete, or a conversation to respond to; decide which and write an appropriate response.
### Prompt:
Simplify the following Kubernetes error message delimited by triple dashes written in --- english --- language; --- Ingress uses the ingress class ZWIyfD5S which does not exist. Ingress uses the service Rkwv/c0gnUmJZNjhPIw== which does not exist. Ingress uses the secret ZUUx/LVdhSF9rbF0xNEIjLVA= as a TLS certificate which does not exist. ---.
	Provide the most possible solution in a step by step style in no more than 280 characters. Write the output in the following format:
	Error: {Explain error here}
	Solution: {Step by step solution here}
### Response:

Здесь хорошо видны часть запроса, которую принес бэк для LocalAI, и часть от утилиты k8sgpt — {{.Input}}. Остальные параметры values.yaml оставил дефолтными.

Если с ресурсами для пода всё хорошо, достаточно места на runner для скачивания образа и imagePullSecrets на месте, то всё запустится с первого раза:

gitlab-runner:~$ docker image ls
REPOSITORY                   TAG       IMAGE ID       CREATED      SIZE
quay.io/go-skynet/local-ai   latest    ba9a2b1bff11   2 days ago   14GB

В этом случае в логе можно увидеть:

# kubectl -n dev logs local-ai-dev-6b67766d44-59cxh -f
...
12:42PM DBG File "ggml-gpt4all-j" downloaded and verified
12:42PM DBG Prompt template "gpt4all-completion" written
12:42PM DBG Prompt template "gpt4all-chat" written
12:42PM DBG Written config file /models/gpt4all-j.yaml


 ┌───────────────────────────────────────────────────┐ 
 │                   Fiber v2.48.0                   │ 
 │               http://127.0.0.1:8080               │ 
 │       (bound on host 0.0.0.0 and port 8080)       │ 
 │                                                   │ 
 │ Handlers ............ 55  Processes ........... 1 │ 
 │ Prefork ....... Disabled  PID ................ 14 │ 
 └───────────────────────────────────────────────────┘

После успешного развёртывания образа с LocalAI и запуска внутри этого пода модели нужно зарегистрировать новый бэк в k8sgpt:

k8sgpt auth add -b localai -u local-ai-dev.dev.svc.cluster.local:8080/v1 -m ggml-gpt4all-j
k8sgpt auth default -p localai

Запрос k8sgpt в локальный бэк с фильтром по подам:

k8sgpt analyze -b localai --explain --no-cache --namespace=dev -f Pod

И, как уже показывал выше, когда запрос завёрнут в наш локальный под с моделью, можно увидеть, как именно k8sgpt творит свою магию. То есть какими вопросами она оборачивает исходный отчёт по неисправностям, полученный в результате запуска утилиты с опцией --analyze:

...
### Prompt:
Simplify the following Kubernetes error message delimited by triple dashes written in --- english --- language; --- Back-off pulling image "alpine:3.88" ---.
	Provide the most possible solution in a step by step style in no more than 280 characters. Write the output in the following format:
	Error: {Explain error here}
	Solution: {Step by step solution here}

...

Вот что ответил бэк LocalAI + ggml-gpt4all-j на случай проблемы с отсутствующим тегом:

# k8sgpt analyze -b localai --explain --no-cache --namespace=dev -f Pod
 100% |██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| (1/1, 2 it/min)         
AI Provider: localai

0 dev/test-6645f4b985-t2ntj(Deployment/test)
- Error: Back-off pulling image "alpine:3.88"

  I'm sorry, as an AI language model, it is not within my programming to provide step-by-step solutions or explain errors. However, I can provide the most common response that could occur. In this case, it seems like an error message about pulling the image "alpine:3.88" is being displayed, but there may be no solution to it.

Ответ бесполезный, но честный: данная модель не может предоставить пошаговое решение, но предлагает обратить внимание на ошибку скачивания образа.

Следующий ответ был получен на той же модели, но с температурой 0,9:

# k8sgpt analyze -b localai --explain --no-cache --namespace=dev -f Pod
 100% |██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| (1/1, 1 it/min)         
AI Provider: localai

0 dev/test-6645f4b985-t2ntj(Deployment/test)
- Error: Back-off pulling image "alpine:3.88"
The error message is "back-off pulling image alpine:3.88". The possible cause of the error is a network issue or an incorrect configuration. To resolve the error, you need to check your network connection and make sure that the image has been successfully pushed to your server. Once the image is uploaded, you can specify it as a dependency in your project's package.json file and run "npm install" to include it in your project. Alternatively, you can also use a CI/CD tool such as Jenkins or Travis CI to automate the build process and ensure that all dependencies are up-to-date.

Тут ответ получился более развёрнутый. Например, утилита предлагает проверить сетевое соединение и убедиться в наличии упомянутого образа на сервере. При этом сервис ввёл меня в заблуждение: совет про package.json явно не относится к проблеме. Из плюсов — модель не предлагает перезапустить кластер.

Как видно из примеров выше, подход с использованием локальной модели применим. При этом требуется узел с бо́льшими объёмами вычислительных мощностей, так как не представляется возможным ждать рекомендаций по несколько часов при интерактивном взаимодействии с утилитой. Возможно, такой вариант подойдёт, например, в режиме запуска утилиты как оператора. А ещё при использовании приложения LocalAI в кластере не удалось найти возможности использовать одну из ключевых фишек K8s: запустить несколько Pod с моделью для параллельных вычислений. Скорее всего, такой вариант запуска модели не поддерживается.

Локальный репозиторий моделей

Дальше захотелось попробовать запустить другую модель. Для этого комьюнити подготовило несколько готовых вариантов в галерее. Например, вот модель, которая использовалась выше. Или можно попробовать такую известную модель, как llama_7b, для этого в values.yaml нужно поменять или добавить параметр preload_models:

preload_models: '[{"url": "github:go-skynet/model-gallery/openllama_7b.yaml", "name": "gpt-3.5-turbo"}]'

Но допустим, мне захотелось попробовать модель, которой нет в галерее, то есть нет среди доступных шаблонов для LocalAI. Или же у меня есть собственная обученная модель. В этом случае может помочь локальная галерея шаблонов. Для этого можно сделать следующее: скачать модель с общедоступного репозитория или обучить свою, составить шаблон и сделать доступным файл шаблона (например, через отдельный ингресс того же кластера). После этого нужно указать приложению LocalAI на свой подготовленный yaml-файл со скачанной моделью.

Вот пример такого файла-шаблона для модели llama_2_7b_chat_gglm.yaml:

name: "llama-2-7b-chat-gglm"

description: |
  ...

license: ...
urls:
- https://huggingface.co/meta-llama/Llama-2-7b-chat-hf

config_file: |
    backend: llama
    parameters:
      model: llama-2-7b-chat.ggmlv3.q6_K.bin
      top_k: 80
      temperature: 0.2
      top_p: 0.7
    context_size: 1024
    template:
      completion: openllama-completion
      chat: openllama-chat
files:
    - filename: "llama-2-7b-chat.ggmlv3.q6_K.bin"
      sha256: "e32c8f063b357001a1da0431778b40a78aa71dd664561ff14c51f18556381818"
      uri: "https://huggingface.co/TheBloke/Llama-2-7B-Chat-GGML/blob/main/llama-2-7b-chat.ggmlv3.q6_K.bin"

prompt_templates:
- name: "openllama-completion"
  content: |
    Q: Complete the following text: {{.Input}}\nA: 
- name: "openllama-chat"
  content: |
    Q: {{.Input}}\nA:

Остальные параметры можно крутить. В моём случае можно считать, что они остались по умолчанию.

Добавляю в values.yaml приложения LocalAI ссылку на локальный шаблон и перезапускаю деплой:

preload_models: '[{"url": "https://gallery.sandbox.echo-shared.hf.flant.com/llama_2_7b_chat_gglm.yaml", "name": "llama_2_7b_chat_gglm"}]'

Поскольку выделенных тестовых мощностей для запуска модели мне, естественно, не хватило, то и показать ответы модели тут не смогу. Рекомендованные мощности обычно указаны в описании модели. Например, в репозитории huggingface для llama_2_7b требуемые ресурсы указаны здесь.

Из вышеперечисленного можно сделать вывод, что утилите k8sgpt для формирования полезной рекомендации зачастую недостаточно моделей, обученных на небольшом количестве данных, или сильно квантованных моделей, например ggml-gpt4all-j. При квантовании уменьшается объём памяти, необходимый для хранения модели, и ускоряется её выполнение за счёт снижения вычислительной нагрузки. Но это также приводит к потере точности и ухудшению качества результатов модели. А для достижения лучших результатов нужны большие мощности, но об этом я постараюсь рассказать в следующих статьях.

Выводы

Самый важный вывод, который я сделал для себя: утилиту k8sgpt можно использовать как неплохую помощь при онбординге. Даже без бэкенда в виде AI в утилиту встроены полезные анализаторы состояния ресурсов кластера, которые в некоторых случаях достаточно информативны. Кроме этого, можно добавить информацию из документации K8s, не выходя из консоли.

При этом отмечу, что обычно новичок с помощью некоторых самых базовых команд диагностистики, таких как kubectl explain, describe, get events, logs, и любимого поисковика сможет найти решение представленных в статье проблем, но ответы k8sgpt помогают быстрее пойти в правильном направлении за счёт фокуса на возможных решениях, а не на кодах ошибок, а также за счёт структурированной выдачи и примеров команд.

Полезность советов k8sgpt по устранению проблем зависит от используемого бэкенда — модели, которая генерирует ответ. После анализа нескольких бэков субъективно лучшей на момент сравнения показалась OpenAI с моделью 4o, хотя gpt-3.5-turbo зачастую даёт сопоставимые ответы, а стоит меньше. Из плюсов ответов 4o — она, помимо рекомендаций, выдавала и команды для диагностики. Локальные модели также дают полезные ответы, но здесь всё зависит от доступных мощностей.

В этом эксперименте я не сравнивал вывод утилиты с диалогом в чате. Кажется, данное сравнение было бы некорректным. Чат всё же является более гибким инструментом, где можно многократно обновлять контекст, делать замечания и уточнения, например скопировать вывод kubectl get events и логи пода в веб выбранного чата и получить схожий набор рекомендаций. Но тем не менее граница стала более размытой после добавления утилите k8sgpt интерактивного режима.

В качестве плюса утилиты отмечу удобство, так как рекомендации по дебагу можно получить, не переключаясь из терминала кластера в браузер. k8sgpt подсвечивает опечатки или отсутствие требуемых ресурсов, если их забыли определить. А модуль анализа дополнительно проверяет ошибки некоторых ресурсов, отправляя в бэк, помимо текста ошибки, дополнительную отладочную информацию, подходящую данному типу ресурса. Таким образом, используя утилиту при онбординге и получая список пошаговых действий, можно начать включаться в дебаг кластера, исключая с помощью утилиты сначала самые простые и частые ошибки.

Из явных минусов стоит отметить, что анализ проводится по определённому количеству ресурсов кластера, пробовать дебажить кастомные ресурсы пока нет возможности, но проект открытый и активно развивающийся. Продолжая про минусы, плавающие ошибки отловить так и не удалось, а из неожиданного — ту же ошибку ErrImagePull можно поймать утилитой k8sgpt только на основном контейнере, для initContainer ошибка осталась незамеченной.

Кроме этого, хотелось бы в будущем получить возможность менять шаблон запроса (prompt), сохранять контекст и обогащать его новыми событиями. Ещё был бы полезен анализ логов пода. Тем не менее проект быстро развивается, и некоторые фичи, которых мне не хватало в начале обзора, появились к его концу, например интерактивный режим.

P. S.

Статья является компиляцией личного опыта и других обзоров. Полезные ссылки по теме:

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17.11.25 11:27 wendytaylor015

My name is Wendy Taylor, I'm from Los Angeles, i want to announce to you Viewer how Capital Crypto Recover help me to restore my Lost Bitcoin, I invested with a Crypto broker without proper research to know what I was hoarding my hard-earned money into scammers, i lost access to my crypto wallet or had your funds stolen? Don’t worry Capital Crypto Recover is here to help you recover your cryptocurrency with cutting-edge technical expertise, With years of experience in the crypto world, Capital Crypto Recover employs the best latest tools and ethical hacking techniques to help you recover lost assets, unlock hacked accounts, Whether it’s a forgotten password, Capital Crypto Recover has the expertise to help you get your crypto back. a security company service that has a 100% success rate in the recovery of crypto assets, i lost wallet and hacked accounts. I provided them the information they requested and they began their investigation. To my surprise, Capital Crypto Recover was able to trace and recover my crypto assets successfully within 24hours. Thank you for your service in helping me recover my $647,734 worth of crypto funds and I highly recommend their recovery services, they are reliable and a trusted company to any individuals looking to recover lost money. Contact email [email protected] OR Telegram @Capitalcryptorecover Call/Text Number +1 (336)390-6684 his contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1
19.11.25 01:56 VERONICAFREDDIE809

Earlier this year, I made a mistake that changed everything. I downloaded what I thought was a legitimate trading app I’d found through a Telegram channel. At first, everything looked real until I tried to withdraw. My entire investment vanished into a bot account, and that’s when the truth hit me: I had been scammed. I can’t describe the feeling. It was as if the ground dropped out from under me. I blamed myself. I felt stupid, ashamed, helpless every painful emotion at once. For a while, I couldn’t even talk about it. I thought no one would understand. But then I got connected to the best female expert AGENT Jasmine Lopez,,( [email protected] ) ,She didn’t brush me off or judge me. She took my fear seriously. She followed leads I didn’t even know existed, and identified multiple off-chain indicators and wallet clusters linked to the scammer network, she helped me understand what had truly happened behind the scenes. For the first time since everything fell apart, I felt hope. Hearing that other people students, parents, hardworking people had been targeted the same way made me realize I wasn’t alone. What happened to us wasn’t stupidity. It was a coordinated attack. We were prey in a system built to deceive. And somehow, through all the chaos, Agent Jasmine stepped in and shined a light into the darkest moment of my life. I’m still healing from the experience. It changed me. But it also reminded me that even when you think you’re at the end, sometimes a lifeline appears where you least expect it. Contact her at [email protected] WhatsApp at +44 736-644-5035.
19.11.25 08:11 JuneWatkins

I’m June Watkins from California. I never thought I’d lose my life savings in Bitcoin. One wrong click, a fake wallet update, and $187,000 vanished in seconds. I cried for days, felt stupid, ashamed, and completely hopeless. But God wouldn’t let me stay silent or defeated. A friend sent me a simple message: “Contact Mbcoin Recovery Group, they specialize in this.” I was skeptical (there are so many scammers), but something in my spirit said “try.” I reached out to Mbcoin Recovery Group through their official site and within minutes their team responded with kindness and clarity. They walked with me step by step, and stayed in constant contact. Three days later, I watched in tears as every single Bitcoin returned to my wallet, 100% recovered. God turned my mess into a message and my shame into a testimony! If you’ve lost crypto and feel it’s gone forever, don’t give up. I’m living proof that recovery is possible. Thank you, Mbcoin Recovery Group, and thank You, Jesus, for never leaving me stranded. contact: (https://mbcoinrecoverygrou.wixsite.com/mb-coin-recovery) (Email: [email protected]) (Call Number: +1 346 954-1564)
19.11.25 08:26 elizabethmadison

My name is Elizabeth Madison currently living in New York. There was a time I felt completely broken. I had trusted a fraudulent bitcoin investment organization, who turned out to be a fraudster. I sent money, believing their sweet words and promises on the interest rate I will get back in return, only to realize later that I’ve been scammed. On the day of withdrawal there was no money in my account. The pain hit deep. I couldn’t sleep, I kept asking myself how I could have been so careless, meanwhile my mom was battling with a stroke and the expenses were too much. For days, I cried and blamed myself. The betrayal, the disappointment and my mom's health issues all of this stress made me want to give up on life. But one day, I decided that sitting in pain wouldn’t solve anything. I picked myself up and chose to fight for what I lost then I came across GREAT WHIP RECOVERY CYBER SERVICES and saw how he helped people recover their funds from online fraud. I emailed all the transactions and paperwork I had with the fraudulent organization and they helped me recover all my lost money in just five days. If you have ever fallen victim to scammers, contact GREAT WHIP RECOVERY CYBER SERVICES to help you recover every penny you have lost. (Text +1(406)2729101) (Email [email protected])
19.11.25 08:27 elizabethmadison

My name is Elizabeth Madison currently living in New York. There was a time I felt completely broken. I had trusted a fraudulent bitcoin investment organization, who turned out to be a fraudster. I sent money, believing their sweet words and promises on the interest rate I will get back in return, only to realize later that I’ve been scammed. On the day of withdrawal there was no money in my account. The pain hit deep. I couldn’t sleep, I kept asking myself how I could have been so careless, meanwhile my mom was battling with a stroke and the expenses were too much. For days, I cried and blamed myself. The betrayal, the disappointment and my mom's health issues all of this stress made me want to give up on life. But one day, I decided that sitting in pain wouldn’t solve anything. I picked myself up and chose to fight for what I lost then I came across GREAT WHIP RECOVERY CYBER SERVICES and saw how he helped people recover their funds from online fraud. I emailed all the transactions and paperwork I had with the fraudulent organization and they helped me recover all my lost money in just five days. If you have ever fallen victim to scammers, contact GREAT WHIP RECOVERY CYBER SERVICES to help you recover every penny you have lost. (Text +1(406)2729101) Website https://greatwhiprecoveryc.wixsite.com/greatwhip-site (Email [email protected])
19.11.25 16:30 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
19.11.25 16:30 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
20.11.25 15:55 mariotuttle94

HIRE THE BEST HACKER ONLINE FOR CRYPTO BITCOIN SCAM RECOVERY / iFORCE HACKER RECOVERY After a security breach, my husband lost $133,000 in Bitcoin. We sought help from a professional cybersecurity team iForce Hacker Recovery they guided us through each step of the recovery process. Their expertise allowed them to trace the compromised funds and help us understand how the breach occurred. The experience brought us clarity, restored a sense of stability, and reminded us of the importance of strong digital asset and security practices. Website: ht tps:/ /iforcehackers. c om WhatsApp: +1 240-803-3706 Email: iforcehk @ consultant. c om
21.11.25 10:56 marcushenderson624

Bitcoin Recovery Testimonial After falling victim to a cryptocurrency scam group, I lost $354,000 worth of USDT. I thought all hope was lost from the experience of losing my hard-earned money to scammers. I was devastated and believed there was no way to recover my funds. Fortunately, I started searching for help to recover my stolen funds and I came across a lot of testimonials online about Capital Crypto Recovery, an agent who helps in recovery of lost bitcoin funds, I contacted Capital Crypto Recover Service, and with their expertise, they successfully traced and recovered my stolen assets. Their team was professional, kept me updated throughout the process, and demonstrated a deep understanding of blockchain transactions and recovery protocols. They are trusted and very reliable with a 100% successful rate record Recovery bitcoin, I’m grateful for their help and highly recommend their services to anyone seeking assistance with lost crypto. Contact: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
21.11.25 10:56 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
22.11.25 04:41 VERONICAFREDDIE809

Earlier this year, I made a mistake that changed everything. I downloaded what I thought was a legitimate trading app I’d found through a Telegram channel. At first, everything looked real until I tried to withdraw. My entire investment vanished into a bot account, and that’s when the truth hit me: I had been scammed. I can’t describe the feeling. It was as if the ground dropped out from under me. I blamed myself. I felt stupid, ashamed, helpless every painful emotion at once. For a while, I couldn’t even talk about it. I thought no one would understand. But then I got connected to the best female expert AGENT Jasmine Lopez,,( [email protected] ) ,She didn’t brush me off or judge me. She took my fear seriously. She followed leads I didn’t even know existed, and identified multiple off-chain indicators and wallet clusters linked to the scammer network, she helped me understand what had truly happened behind the scenes. For the first time since everything fell apart, I felt hope. Hearing that other people students, parents, hardworking people had been targeted the same way made me realize I wasn’t alone. What happened to us wasn’t stupidity. It was a coordinated attack. We were prey in a system built to deceive. And somehow, through all the chaos, Agent Jasmine stepped in and shined a light into the darkest moment of my life. I’m still healing from the experience. It changed me. But it also reminded me that even when you think you’re at the end, sometimes a lifeline appears where you least expect it. Contact her at [email protected] WhatsApp at +44 736-644-5035.
22.11.25 22:04 wendytaylor015

My name is Wendy Taylor, I'm from Los Angeles, i want to announce to you Viewer how Capital Crypto Recover help me to restore my Lost Bitcoin, I invested with a Crypto broker without proper research to know what I was hoarding my hard-earned money into scammers, i lost access to my crypto wallet or had your funds stolen? Don’t worry Capital Crypto Recover is here to help you recover your cryptocurrency with cutting-edge technical expertise, With years of experience in the crypto world, Capital Crypto Recover employs the best latest tools and ethical hacking techniques to help you recover lost assets, unlock hacked accounts, Whether it’s a forgotten password, Capital Crypto Recover has the expertise to help you get your crypto back. a security company service that has a 100% success rate in the recovery of crypto assets, i lost wallet and hacked accounts. I provided them the information they requested and they began their investigation. To my surprise, Capital Crypto Recover was able to trace and recover my crypto assets successfully within 24hours. Thank you for your service in helping me recover my $647,734 worth of crypto funds and I highly recommend their recovery services, they are reliable and a trusted company to any individuals looking to recover lost money. Contact email [email protected] OR Telegram @Capitalcryptorecover Call/Text Number +1 (336)390-6684 his contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1
22.11.25 22:04 wendytaylor015

My name is Wendy Taylor, I'm from Los Angeles, i want to announce to you Viewer how Capital Crypto Recover help me to restore my Lost Bitcoin, I invested with a Crypto broker without proper research to know what I was hoarding my hard-earned money into scammers, i lost access to my crypto wallet or had your funds stolen? Don’t worry Capital Crypto Recover is here to help you recover your cryptocurrency with cutting-edge technical expertise, With years of experience in the crypto world, Capital Crypto Recover employs the best latest tools and ethical hacking techniques to help you recover lost assets, unlock hacked accounts, Whether it’s a forgotten password, Capital Crypto Recover has the expertise to help you get your crypto back. a security company service that has a 100% success rate in the recovery of crypto assets, i lost wallet and hacked accounts. I provided them the information they requested and they began their investigation. To my surprise, Capital Crypto Recover was able to trace and recover my crypto assets successfully within 24hours. Thank you for your service in helping me recover my $647,734 worth of crypto funds and I highly recommend their recovery services, they are reliable and a trusted company to any individuals looking to recover lost money. Contact email [email protected] OR Telegram @Capitalcryptorecover Call/Text Number +1 (336)390-6684 his contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1
22.11.25 22:05 wendytaylor015

My name is Wendy Taylor, I'm from Los Angeles, i want to announce to you Viewer how Capital Crypto Recover help me to restore my Lost Bitcoin, I invested with a Crypto broker without proper research to know what I was hoarding my hard-earned money into scammers, i lost access to my crypto wallet or had your funds stolen? Don’t worry Capital Crypto Recover is here to help you recover your cryptocurrency with cutting-edge technical expertise, With years of experience in the crypto world, Capital Crypto Recover employs the best latest tools and ethical hacking techniques to help you recover lost assets, unlock hacked accounts, Whether it’s a forgotten password, Capital Crypto Recover has the expertise to help you get your crypto back. a security company service that has a 100% success rate in the recovery of crypto assets, i lost wallet and hacked accounts. I provided them the information they requested and they began their investigation. To my surprise, Capital Crypto Recover was able to trace and recover my crypto assets successfully within 24hours. Thank you for your service in helping me recover my $647,734 worth of crypto funds and I highly recommend their recovery services, they are reliable and a trusted company to any individuals looking to recover lost money. Contact email [email protected] OR Telegram @Capitalcryptorecover Call/Text Number +1 (336)390-6684 his contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1
23.11.25 03:34 Matt Kegan

SolidBlock Forensics are absolutely the best Crypto forensics team, they're swift to action and accurate
23.11.25 09:54 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
23.11.25 18:01 mosbygerry

I recently had the opportunity to work with a skilled programmer who specialized in recovering crypto assets, and the results were nothing short of impressive. The experience not only helped me regain control of my investments but also provided valuable insight into the intricacies of cryptocurrency technology and cybersecurity. The journey began when I attempted to withdraw $183,000 from an investment firm, only to encounter a series of challenges that made it impossible for me to access my funds. Despite seeking assistance from individuals claiming to be Bitcoin miners, I was unable to recover my investments. The situation was further complicated by the fact that all my deposits were made using various cryptocurrencies that are difficult to trace. However, I persisted in my pursuit of recovery, driven by the determination to reclaim my losses. It was during this time that I discovered TechY Force Cyber Retrieval, a team of experts with a proven track record of successfully recovering crypto assets. With their assistance, I was finally able to recover my investments, and in doing so, gained a deeper understanding of the complex mechanisms that underpin cryptocurrency transactions. The experience taught me that with the right expertise and guidance, even the most seemingly insurmountable challenges can be overcome. I feel a sense of obligation to share my positive experience with others who may have fallen victim to cryptocurrency scams or are struggling to recover their investments. If you find yourself in a similar situation, I highly recommend seeking the assistance of a trustworthy and skilled programmer, such as those at TechY Force Cyber Retrieval. WhatsApp (+1561726 3697) or (+1561726 3697). Their expertise and dedication to helping individuals recover their crypto assets are truly commendable, and I have no hesitation in endorsing their services to anyone in need. By sharing my story, I hope to provide a beacon of hope for those who may have lost faith in their ability to recover their investments and to emphasize the importance of seeking professional help when navigating the complex world of cryptocurrency.
24.11.25 11:43 michaeldavenport238

I was recently scammed out of $53,000 by a fraudulent Bitcoin investment scheme, which added significant stress to my already difficult health issues, as I was also facing cancer surgery expenses. Desperate to recover my funds, I spent hours researching and consulting other victims, which led me to discover the excellent reputation of Capital Crypto Recover, I came across a Google post It was only after spending many hours researching and asking other victims for advice that I discovered Capital Crypto Recovery’s stellar reputation. I decided to contact them because of their successful recovery record and encouraging client testimonials. I had no idea that this would be the pivotal moment in my fight against cryptocurrency theft. Thanks to their expert team, I was able to recover my lost cryptocurrency back. The process was intricate, but Capital Crypto Recovery's commitment to utilizing the latest technology ensured a successful outcome. I highly recommend their services to anyone who has fallen victim to cryptocurrency fraud. For assistance contact [email protected] and on Telegram OR Call Number +1 (336)390-6684 via email: [email protected] you can visit his website: https://recovercapital.wixsite.com/capital-crypto-rec-1
24.11.25 11:43 michaeldavenport238

I was recently scammed out of $53,000 by a fraudulent Bitcoin investment scheme, which added significant stress to my already difficult health issues, as I was also facing cancer surgery expenses. Desperate to recover my funds, I spent hours researching and consulting other victims, which led me to discover the excellent reputation of Capital Crypto Recover, I came across a Google post It was only after spending many hours researching and asking other victims for advice that I discovered Capital Crypto Recovery’s stellar reputation. I decided to contact them because of their successful recovery record and encouraging client testimonials. I had no idea that this would be the pivotal moment in my fight against cryptocurrency theft. Thanks to their expert team, I was able to recover my lost cryptocurrency back. The process was intricate, but Capital Crypto Recovery's commitment to utilizing the latest technology ensured a successful outcome. I highly recommend their services to anyone who has fallen victim to cryptocurrency fraud. For assistance contact [email protected] and on Telegram OR Call Number +1 (336)390-6684 via email: [email protected] you can visit his website: https://recovercapital.wixsite.com/capital-crypto-rec-1
24.11.25 16:34 Mundo

I wired 120k in crypto to the wrong wallet. One dumb slip-up, and poof gone. That hit me hard. Lost everything I had built up. Crypto moves on the blockchain. It's like a public record book. Once you send, that's it. No take-backs. Banks can fix wire mistakes. Not here. Transfers stick forever. a buddy tipped me off right away. Meet Sylvester Bryant. Guy's a pro at pulling back lost crypto. Handles cases others can't touch, he spots scammer moves cold. Follows money down secret paths. Mixers. Fake trades. Hidden swaps. You name it, he tracks it. this happens to tons of folks. Fat-finger a key. Miss one digit in the address. Boom. Billions vanish like that each year. I panicked. Figured my stash was toast for good. Bryant flipped the script. He jumps on hard jobs quick. Digs deep. Cracks the trail. Got my funds back safe. You're in the same boat? Don't sit there. Hit him up today. Email [email protected]. WhatsApp +1 512 577 7957. Or +44 7428 662701. Time's your enemy here. Scammers spend fast. Chains churn non-stop. Move now. Grab your cash back home.
25.11.25 05:15 michaeldavenport218

I was recently scammed out of $53,000 by a fraudulent Bitcoin investment scheme, which added significant stress to my already difficult health issues, as I was also facing cancer surgery expenses. Desperate to recover my funds, I spent hours researching and consulting other victims, which led me to discover the excellent reputation of Capital Crypto Recover, I came across a Google post It was only after spending many hours researching and asking other victims for advice that I discovered Capital Crypto Recovery’s stellar reputation. I decided to contact them because of their successful recovery record and encouraging client testimonials. I had no idea that this would be the pivotal moment in my fight against cryptocurrency theft. Thanks to their expert team, I was able to recover my lost cryptocurrency back. The process was intricate, but Capital Crypto Recovery's commitment to utilizing the latest technology ensured a successful outcome. I highly recommend their services to anyone who has fallen victim to cryptocurrency fraud. For assistance contact [email protected] and on Telegram OR Call Number +1 (336)390-6684 via email: [email protected] you can visit his website: https://recovercapital.wixsite.com/capital-crypto-rec-1
25.11.25 13:31 mickaelroques52

CRYPTO TRACING AND INVESTIGATION EXPERT: HOW TO RECOVER STOLEN CRYPTO_HIRE RAPID DIGITAL RECOVERY
25.11.25 13:31 mickaelroques52

I’ve always considered myself a careful person when it comes to money, but even the most cautious people can be fooled. A few months ago, I invested some of my Bitcoin into what I believed was a legitimate platform. Everything seemed right, professional website, live chat support and even convincing testimonials. I thought I had done my homework. But when I tried to withdraw my funds, everything fell apart. My account was blocked, the so-called support team disappeared and I realized I had been scammed. The shock was overwhelming. I couldn’t believe I had fallen for it. That Bitcoin represented years of savings and sacrifices and it felt like everything had been stolen from me in seconds. I didn’t sleep for days and I was angry at myself for trusting the wrong people. In my desperation, I started searching for solutions and came across Rapid Digital Recovery. At first, I thought it was just another promise that would lead nowhere. But after speaking with them, I realized this was different. They were professional, clear and understanding. They explained exactly how they track stolen funds through blockchain forensics and what steps would be taken in my case. I gave them all the transaction details and they immediately got to work. What impressed me most was their transparency, they gave me updates regularly and kept me involved in the process. After weeks of investigation, they achieved what I thought was impossible: they recovered my stolen Bitcoin and safely returned it to my wallet. The relief I felt that day is indescribable. I went from feeling hopeless and broken to feeling like I had been given a second chance. I am forever grateful to Rapid Digital Recovery. They didn’t just recover my money, they restored my peace of mind. If you’re reading this because you’ve been scammed, please know you’re not alone and that recovery is possible. I’m living proof that with the right help, you can get your funds back... Contact Info Below WhatSapp: + 1 414 807 1485 Email: rapiddigitalrecovery (@) execs. com Telegram: + 1 680 5881 631
26.11.25 18:18 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
26.11.25 18:20 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
26.11.25 19:13 James Robert

I am James Robert from Chicago. Few months ago, I fell victim to an online Bitcoin investment scheme that promised high returns within a short period. At first, everything seemed legitimate, their website looked professional, and the people behind it were very convincing. I invested a significant amount of money about $440,000 with the way they talk to me into investing on their bitcoin platform. Two months later I realized that it was a scam when I could no longer have access to my account and couldn’t withdraw my money. At first, I lost hope that I wouldn't be able to get my money back, I cried and was angry at how I even fell victim to a scam. For days after doing some research and seeking professional help online, I came across GREAT WHIP RECOVERY CYBER SERVICES and saw how they have helped people recover their money back from scammers. I reported the case immediately to them and gather every transaction detail, documentation and sent it to them. Today, I’m very happy because the GREAT WHIP RECOVERY CYBER SERVICES help me recover all my money I was scammed. You can contact GREAT WHIP RECOVERY CYBER SERVICES if you have ever fallen victim to scam. Email: [email protected] or Website https://greatwhiprecoveryc.wixsite.com/greatwhip-site
26.11.25 19:13 James Robert

I am James Robert from Chicago. Few months ago, I fell victim to an online Bitcoin investment scheme that promised high returns within a short period. At first, everything seemed legitimate, their website looked professional, and the people behind it were very convincing. I invested a significant amount of money about $440,000 with the way they talk to me into investing on their bitcoin platform. Two months later I realized that it was a scam when I could no longer have access to my account and couldn’t withdraw my money. At first, I lost hope that I wouldn't be able to get my money back, I cried and was angry at how I even fell victim to a scam. For days after doing some research and seeking professional help online, I came across GREAT WHIP RECOVERY CYBER SERVICES and saw how they have helped people recover their money back from scammers. I reported the case immediately to them and gather every transaction detail, documentation and sent it to them. Today, I’m very happy because the GREAT WHIP RECOVERY CYBER SERVICES help me recover all my money I was scammed. You can contact GREAT WHIP RECOVERY CYBER SERVICES if you have ever fallen victim to scam. Email: [email protected] or Website https://greatwhiprecoveryc.wixsite.com/greatwhip-site
26.11.25 19:13 James Robert

I am James Robert from Chicago. Few months ago, I fell victim to an online Bitcoin investment scheme that promised high returns within a short period. At first, everything seemed legitimate, their website looked professional, and the people behind it were very convincing. I invested a significant amount of money about $440,000 with the way they talk to me into investing on their bitcoin platform. Two months later I realized that it was a scam when I could no longer have access to my account and couldn’t withdraw my money. At first, I lost hope that I wouldn't be able to get my money back, I cried and was angry at how I even fell victim to a scam. For days after doing some research and seeking professional help online, I came across GREAT WHIP RECOVERY CYBER SERVICES and saw how they have helped people recover their money back from scammers. I reported the case immediately to them and gather every transaction detail, documentation and sent it to them. Today, I’m very happy because the GREAT WHIP RECOVERY CYBER SERVICES help me recover all my money I was scammed. You can contact GREAT WHIP RECOVERY CYBER SERVICES if you have ever fallen victim to scam. Email: [email protected] or Website https://greatwhiprecoveryc.wixsite.com/greatwhip-site
27.11.25 10:56 harristhomas7376

"In the crypto world, this is great news I want to share. Last year, I fell victim to a scam disguised as a safe investment option. I have invested in crypto trading platforms for about 10yrs thinking I was ensuring myself a retirement income, only to find that all my assets were either frozen, I believed my assets were secure — until I discovered that my BTC funds had been frozen and withdrawals were impossible. It was a devastating moment when I realized I had been scammed, and I thought my Bitcoin was gone forever, Everything changed when a close friend recommended the Capital Crypto Recover Service. Their professionalism, expertise, and dedication enabled me to recover my lost Bitcoin funds back — more than €560.000 DEM to my BTC wallet. What once felt impossible became a reality thanks to their support. If you have lost Bitcoin through scams, hacking, failed withdrawals, or similar challenges, don’t lose hope. I strongly recommend Capital Crypto Recover Service to anyone seeking a reliable and effective solution for recovering any wallet assets. They have a proven track record of successful reputation in recovering lost password assets for their clients and can help you navigate the process of recovering your funds. Don’t let scammers get away with your hard-earned money – contact Email: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
27.11.25 10:56 harristhomas7376

"In the crypto world, this is great news I want to share. Last year, I fell victim to a scam disguised as a safe investment option. I have invested in crypto trading platforms for about 10yrs thinking I was ensuring myself a retirement income, only to find that all my assets were either frozen, I believed my assets were secure — until I discovered that my BTC funds had been frozen and withdrawals were impossible. It was a devastating moment when I realized I had been scammed, and I thought my Bitcoin was gone forever, Everything changed when a close friend recommended the Capital Crypto Recover Service. Their professionalism, expertise, and dedication enabled me to recover my lost Bitcoin funds back — more than €560.000 DEM to my BTC wallet. What once felt impossible became a reality thanks to their support. If you have lost Bitcoin through scams, hacking, failed withdrawals, or similar challenges, don’t lose hope. I strongly recommend Capital Crypto Recover Service to anyone seeking a reliable and effective solution for recovering any wallet assets. They have a proven track record of successful reputation in recovering lost password assets for their clients and can help you navigate the process of recovering your funds. Don’t let scammers get away with your hard-earned money – contact Email: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
27.11.25 20:04 deborah113

Scammed Crypto Asset Recovery Solution Hire iFORCE HACKER RECOVERY When I traded online, I lost both my investment money and the anticipated gains. Before permitting any withdrawals, the site kept requesting more money, and soon I recognized I had been duped. It was really hard to deal with the loss after their customer service ceased responding. I saw a Facebook testimonial about how iForce Hacker Recovery assisted a victim of fraud in getting back the bitcoin she had transferred to con artists. I contacted iForce Hacker Recovery, submitted all relevant case paperwork, and meticulously followed the guidelines. I'm relieved that I was eventually able to get my money back, including the gains that were initially displayed on my account. I'm sharing my story to let others who have been conned know that you can recover your money. WhatsApp: +1 240-803-3706 Email: iforcehk @ consultant. c om Website: ht tps:/ /iforcehackers. c om
27.11.25 23:48 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
27.11.25 23:48 elizabethrush89

God bless Capital Crypto Recover Services for the marvelous work you did in my life, I have learned the hard way that even the most sensible investors can fall victim to scams. When my USD was stolen, for anyone who has fallen victim to one of the bitcoin binary investment scams that are currently ongoing, I felt betrayal and upset. But then I was reading a post on site when I saw a testimony of Wendy Taylor online who recommended that Capital Crypto Recovery has helped her recover scammed funds within 24 hours. after reaching out to this cyber security firm that was able to help me recover my stolen digital assets and bitcoin. I’m genuinely blown away by their amazing service and professionalism. I never imagined I’d be able to get my money back until I complained to Capital Crypto Recovery Services about my difficulties and gave all of the necessary paperwork. I was astounded that it took them 12 hours to reclaim my stolen money back. Without a doubt, my USDT assets were successfully recovered from the scam platform, Thank you so much Sir, I strongly recommend Capital Crypto Recover for any of your bitcoin recovery, digital funds recovery, hacking, and cybersecurity concerns. You reach them Call/Text Number +1 (336)390-6684 His Email: [email protected] Contact Telegram: @Capitalcryptorecover Via Contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1
28.11.25 00:08 VERONICAFREDDIE809

Earlier this year, I made a mistake that changed everything. I downloaded what I thought was a legitimate trading app I’d found through a Telegram channel. At first, everything looked real until I tried to withdraw. My entire investment vanished into a bot account, and that’s when the truth hit me: I had been scammed. I can’t describe the feeling. It was as if the ground dropped out from under me. I blamed myself. I felt stupid, ashamed, helpless every painful emotion at once. For a while, I couldn’t even talk about it. I thought no one would understand. But then I found someone Agent Jasmine Lopez ([email protected])WhatsApp at +44 736-644-5035. ,She didn’t brush me off or judge me. She took my fear seriously. She followed leads I didn’t even know existed, and identified multiple off-chain indicators and wallet clusters linked to the scammer network, she helped me understand what had truly happened behind the scenes. For the first time since everything fell apart, I felt hope. Hearing that other people students, parents, hardworking people had been targeted the same way made me realize I wasn’t alone. What happened to us wasn’t stupidity. It was a coordinated attack. We were prey in a system built to deceive. And somehow, through all the chaos, Agent Jasmine stepped in and shined a light into the darkest moment of my life. I’m still healing from the experience. It changed me. But it also reminded me that even when you think you’re at the end, sometimes a lifeline appears where you least expect it.
28.11.25 11:15 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
28.11.25 11:15 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
28.11.25 11:43 elizabethmadison

My name is Elizabeth Madison currently living in New York. There was a time I felt completely broken. I had trusted a fraudulent bitcoin investment organization, who turned out to be a fraudster. I sent money, believing their sweet words and promises on the interest rate I will get back in return, only to realize later that I’ve been scammed. On the day of withdrawal there was no money in my account. The pain hit deep. I couldn’t sleep, I kept asking myself how I could have been so careless, meanwhile my mom was battling with a stroke and the expenses were too much. For days, I cried and blamed myself. The betrayal, the disappointment and my mom's health issues all of this stress made me want to give up on life. But one day, I decided that sitting in pain wouldn’t solve anything. I picked myself up and chose to fight for what I lost then I came across GREAT WHIP RECOVERY CYBER SERVICES and saw how he helped people recover their funds from online fraud. I emailed all the transactions and paperwork I had with the fraudulent organization and they helped me recover all my lost money in just five days. If you have ever fallen victim to scammers, contact GREAT WHIP RECOVERY CYBER SERVICES to help you recover every penny you have lost. (Text +1(406)2729101) Website https://greatwhiprecoveryc.wixsite.com/greatwhip-site (Email [email protected])
28.11.25 11:43 elizabethmadison

My name is Elizabeth Madison currently living in New York. There was a time I felt completely broken. I had trusted a fraudulent bitcoin investment organization, who turned out to be a fraudster. I sent money, believing their sweet words and promises on the interest rate I will get back in return, only to realize later that I’ve been scammed. On the day of withdrawal there was no money in my account. The pain hit deep. I couldn’t sleep, I kept asking myself how I could have been so careless, meanwhile my mom was battling with a stroke and the expenses were too much. For days, I cried and blamed myself. The betrayal, the disappointment and my mom's health issues all of this stress made me want to give up on life. But one day, I decided that sitting in pain wouldn’t solve anything. I picked myself up and chose to fight for what I lost then I came across GREAT WHIP RECOVERY CYBER SERVICES and saw how he helped people recover their funds from online fraud. I emailed all the transactions and paperwork I had with the fraudulent organization and they helped me recover all my lost money in just five days. If you have ever fallen victim to scammers, contact GREAT WHIP RECOVERY CYBER SERVICES to help you recover every penny you have lost. (Text +1(406)2729101) Website https://greatwhiprecoveryc.wixsite.com/greatwhip-site (Email [email protected])
29.11.25 12:35 elizabethrush89

God bless Capital Crypto Recover Services for the marvelous work you did in my life, I have learned the hard way that even the most sensible investors can fall victim to scams. When my USD was stolen, for anyone who has fallen victim to one of the bitcoin binary investment scams that are currently ongoing, I felt betrayal and upset. But then I was reading a post on site when I saw a testimony of Wendy Taylor online who recommended that Capital Crypto Recovery has helped her recover scammed funds within 24 hours. after reaching out to this cyber security firm that was able to help me recover my stolen digital assets and bitcoin. I’m genuinely blown away by their amazing service and professionalism. I never imagined I’d be able to get my money back until I complained to Capital Crypto Recovery Services about my difficulties and gave all of the necessary paperwork. I was astounded that it took them 12 hours to reclaim my stolen money back. Without a doubt, my USDT assets were successfully recovered from the scam platform, Thank you so much Sir, I strongly recommend Capital Crypto Recover for any of your bitcoin recovery, digital funds recovery, hacking, and cybersecurity concerns. You reach them Call/Text Number +1 (336)390-6684 His Email: [email protected] Contact Telegram: @Capitalcryptorecover Via Contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1
29.11.25 12:35 elizabethrush89

God bless Capital Crypto Recover Services for the marvelous work you did in my life, I have learned the hard way that even the most sensible investors can fall victim to scams. When my USD was stolen, for anyone who has fallen victim to one of the bitcoin binary investment scams that are currently ongoing, I felt betrayal and upset. But then I was reading a post on site when I saw a testimony of Wendy Taylor online who recommended that Capital Crypto Recovery has helped her recover scammed funds within 24 hours. after reaching out to this cyber security firm that was able to help me recover my stolen digital assets and bitcoin. I’m genuinely blown away by their amazing service and professionalism. I never imagined I’d be able to get my money back until I complained to Capital Crypto Recovery Services about my difficulties and gave all of the necessary paperwork. I was astounded that it took them 12 hours to reclaim my stolen money back. Without a doubt, my USDT assets were successfully recovered from the scam platform, Thank you so much Sir, I strongly recommend Capital Crypto Recover for any of your bitcoin recovery, digital funds recovery, hacking, and cybersecurity concerns. You reach them Call/Text Number +1 (336)390-6684 His Email: [email protected] Contact Telegram: @Capitalcryptorecover Via Contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1
29.11.25 12:35 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
30.11.25 20:37 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
01.12.25 12:27 Thomas Muller

YOU CAN REACH OUT TO GREAT WHIP RECOVERY CYBER SERVICES FOR HELP TO RECOVER YOUR STOLEN BTC OR ETH BACK WHATSAPP +1(208)713-0697 I once fell victim to online investment scheme that cost me a devastating €254,000. I’m Thomas Muller from Berlin, Germany. The person I trusted turned out to be a fraud, and the moment I realized I’d been deceived, my entire world stopped. I immediately began searching for legitimate ways to recover my funds and hold the scammer accountable. During my search, I came across several testimonies of how Great Whip Recovery Cyber Services helped some people recover money they lost to cyber fraud, I contacted Great Whip Recovery Cyber Service team and provided all the evidence I had. Within about 36 hours, the experts traced the digital trail left by the fraudster, the individual was eventually tracked down and I recovered all my money back. You can contact them with, website https://greatwhiprecoveryc.wixsite.com/greatwhip-site text +1(406)2729101 email [email protected]
01.12.25 12:27 Thomas Muller

YOU CAN REACH OUT TO GREAT WHIP RECOVERY CYBER SERVICES FOR HELP TO RECOVER YOUR STOLEN BTC OR ETH BACK WHATSAPP +1(208)713-0697 I once fell victim to online investment scheme that cost me a devastating €254,000. I’m Thomas Muller from Berlin, Germany. The person I trusted turned out to be a fraud, and the moment I realized I’d been deceived, my entire world stopped. I immediately began searching for legitimate ways to recover my funds and hold the scammer accountable. During my search, I came across several testimonies of how Great Whip Recovery Cyber Services helped some people recover money they lost to cyber fraud, I contacted Great Whip Recovery Cyber Service team and provided all the evidence I had. Within about 36 hours, the experts traced the digital trail left by the fraudster, the individual was eventually tracked down and I recovered all my money back. You can contact them with, website https://greatwhiprecoveryc.wixsite.com/greatwhip-site text +1(406)2729101 email [email protected]
01.12.25 23:45 michaeldavenport238

I was recently scammed out of $53,000 by a fraudulent Bitcoin investment scheme, which added significant stress to my already difficult health issues, as I was also facing cancer surgery expenses. Desperate to recover my funds, I spent hours researching and consulting other victims, which led me to discover the excellent reputation of Capital Crypto Recover, I came across a Google post It was only after spending many hours researching and asking other victims for advice that I discovered Capital Crypto Recovery’s stellar reputation. I decided to contact them because of their successful recovery record and encouraging client testimonials. I had no idea that this would be the pivotal moment in my fight against cryptocurrency theft. Thanks to their expert team, I was able to recover my lost cryptocurrency back. The process was intricate, but Capital Crypto Recovery's commitment to utilizing the latest technology ensured a successful outcome. I highly recommend their services to anyone who has fallen victim to cryptocurrency fraud. For assistance contact [email protected] and on Telegram OR Call Number +1 (336)390-6684 via email: [email protected] you can visit his website: https://recovercapital.wixsite.com/capital-crypto-rec-1
01.12.25 23:45 michaeldavenport238

I was recently scammed out of $53,000 by a fraudulent Bitcoin investment scheme, which added significant stress to my already difficult health issues, as I was also facing cancer surgery expenses. Desperate to recover my funds, I spent hours researching and consulting other victims, which led me to discover the excellent reputation of Capital Crypto Recover, I came across a Google post It was only after spending many hours researching and asking other victims for advice that I discovered Capital Crypto Recovery’s stellar reputation. I decided to contact them because of their successful recovery record and encouraging client testimonials. I had no idea that this would be the pivotal moment in my fight against cryptocurrency theft. Thanks to their expert team, I was able to recover my lost cryptocurrency back. The process was intricate, but Capital Crypto Recovery's commitment to utilizing the latest technology ensured a successful outcome. I highly recommend their services to anyone who has fallen victim to cryptocurrency fraud. For assistance contact [email protected] and on Telegram OR Call Number +1 (336)390-6684 via email: [email protected] you can visit his website: https://recovercapital.wixsite.com/capital-crypto-rec-1
02.12.25 02:21 donald121

In 2025 alone, hackers stole over $1.5 billion in digital assets from users worldwide. That's a wake-up call for anyone holding crypto. Theft hits hard because once funds move, they're tough to get back. Common ways it happens include phishing emails that trick you into giving up keys, big exchange breaches, or malware sneaking into your wallet. Marie guide walks you through steps to recover stolen cryptocurrency. You'll learn quick actions to stop more loss, how to trace funds, and ways to fight back legally. Plus, tips to avoid this mess next time. reach her (infocyberrecoveryinc@gmail com and whatsapp:+1 7127594675)
02.12.25 15:05 Matt Kegan

Reach out to SolidBlock Forensics if you want to get back your coins from fake crypto investment or your wallet was compromised and all your coins gone. SolidBlock Forensics provide deep ethical analysis and investigation that enables them to trace these schemes, and recover all your funds. Their services are professional and reliable.
03.12.25 09:22 tyrelldavis1

I still recall the day I fell victim to an online scam, losing a substantial amount of money to a cunning fraudster. The feeling of helplessness and despair that followed was overwhelming, and I thought I had lost all hope of ever recovering my stolen funds. However, after months of searching for a solution, I stumbled upon a beacon of hope - GRAYWARE TECH SERVICE, a highly reputable and exceptionally skilled investigative and recovery firm. Their team of expert cybersecurity professionals specializes in tracking and retrieving money lost to internet fraud, and I was impressed by their unwavering dedication to helping victims like me. With their extensive knowledge and cutting-edge technology, they were able to navigate the complex world of online finance and identify the culprits behind my loss. What struck me most about GRAYWARE TECH SERVICE was their unparalleled expertise and exceptional customer service. They took the time to understand my situation, provided me with regular updates, and kept me informed throughout the entire recovery process. Their transparency and professionalism were truly reassuring, and I felt confident that I had finally found a reliable partner to help me recover my stolen money. Thanks to GRAYWARE TECH SERVICE, I was able to recover a significant portion of my lost funds, and I am forever grateful for their assistance. Their success in retrieving my money not only restored my financial stability but also restored my faith in the ability of authorities to combat online fraud. If you have fallen victim to internet scams, I highly recommend reaching out to GRAYWARE TECH SERVICE - their expertise and dedication to recovering stolen funds are unparalleled, and they may be your only hope for retrieving what is rightfully yours. You can reach them on whatsapp+18582759508 web at ( https://graywaretechservice.com/ ) also on Mail: ([email protected]
03.12.25 21:01 VERONICAFREDDIE809

Earlier this year, I made a mistake that changed everything. I downloaded what I thought was a legitimate trading app I’d found through a Telegram channel. At first, everything looked real until I tried to withdraw. My entire investment vanished into a bot account, and that’s when the truth hit me: I had been scammed. I can’t describe the feeling. It was as if the ground dropped out from under me. I blamed myself. I felt stupid, ashamed, helpless every painful emotion at once. For a while, I couldn’t even talk about it. I thought no one would understand. But then I found someone Agent Jasmine Lopez ([email protected]) ,She didn’t brush me off or judge me. She took my fear seriously. She followed leads I didn’t even know existed, and identified multiple off-chain indicators and wallet clusters linked to the scammer network, she helped me understand what had truly happened behind the scenes. For the first time since everything fell apart, I felt hope. Hearing that other people students, parents, hardworking people had been targeted the same way made me realize I wasn’t alone. What happened to us wasn’t stupidity. It was a coordinated attack. We were prey in a system built to deceive. And somehow, through all the chaos, Agent Jasmine stepped in and shined a light into the darkest moment of my life. I’m still healing from the experience. It changed me. But it also reminded me that even when you think you’re at the end, sometimes a lifeline appears where you least expect it. Contact her at [email protected] WhatsApp at +44 736-644-5035.
03.12.25 22:17 Tonerdomark

I lost $300,000 in USDC to a phishing scam. Scammers tricked me with a fake wallet link. They drained my account fast. I felt hopeless. No way to get it back. Then Sylvester stepped in. His skills traced the funds. He recovered every bit. USDC is a stablecoin tied to the dollar. Phishing scams hit hard in crypto. They fool you with urgent emails or sites. Billions vanish each year this way. Sylvester knows blockchain tracks. He used tools to follow the trail. I got my money back in weeks. Skills like his turn loss to win. Don't wait if scammed. Contact Mr. Sylvester now. Email: yt7cracker@gmail. com. WhatsApp only: + 1 512 577 7957 or + 44 7428 662701. He helped me. He can help you.
04.12.25 01:37 michaeldavenport238

I was recently scammed out of $53,000 by a fraudulent Bitcoin investment scheme, which added significant stress to my already difficult health issues, as I was also facing cancer surgery expenses. Desperate to recover my funds, I spent hours researching and consulting other victims, which led me to discover the excellent reputation of Capital Crypto Recover, I came across a Google post It was only after spending many hours researching and asking other victims for advice that I discovered Capital Crypto Recovery’s stellar reputation. I decided to contact them because of their successful recovery record and encouraging client testimonials. I had no idea that this would be the pivotal moment in my fight against cryptocurrency theft. Thanks to their expert team, I was able to recover my lost cryptocurrency back. The process was intricate, but Capital Crypto Recovery's commitment to utilizing the latest technology ensured a successful outcome. I highly recommend their services to anyone who has fallen victim to cryptocurrency fraud. For assistance contact [email protected] and on Telegram OR Call Number +1 (336)390-6684 via email: [email protected] you can visit his website: https://recovercapital.wixsite.com/capital-crypto-rec-1
04.12.25 01:37 michaeldavenport238

I was recently scammed out of $53,000 by a fraudulent Bitcoin investment scheme, which added significant stress to my already difficult health issues, as I was also facing cancer surgery expenses. Desperate to recover my funds, I spent hours researching and consulting other victims, which led me to discover the excellent reputation of Capital Crypto Recover, I came across a Google post It was only after spending many hours researching and asking other victims for advice that I discovered Capital Crypto Recovery’s stellar reputation. I decided to contact them because of their successful recovery record and encouraging client testimonials. I had no idea that this would be the pivotal moment in my fight against cryptocurrency theft. Thanks to their expert team, I was able to recover my lost cryptocurrency back. The process was intricate, but Capital Crypto Recovery's commitment to utilizing the latest technology ensured a successful outcome. I highly recommend their services to anyone who has fallen victim to cryptocurrency fraud. For assistance contact [email protected] and on Telegram OR Call Number +1 (336)390-6684 via email: [email protected] you can visit his website: https://recovercapital.wixsite.com/capital-crypto-rec-1
04.12.25 04:35 Tonerdomark

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04.12.25 10:32 Tonerdomark

I lost $300,000 in USDC to a phishing scam. Scammers tricked me with a fake wallet link. They drained my account fast. I felt hopeless. No way to get it back. Then Sylvester stepped in. His skills traced the funds. He recovered every bit. USDC is a stablecoin tied to the dollar. Phishing scams hit hard in crypto. They fool you with urgent emails or sites. Billions vanish each year this way. Sylvester knows blockchain tracks. He used tools to follow the trail. I got my money back in weeks. Skills like his turn loss to win. Don't wait if scammed. Contact Mr. Sylvester now. Email: [email protected]. WhatsApp only: + 1 512 577 7957 or + 44 7428 662701. He helped me. He can help you.
04.12.25 18:25 smithhazael

Hire Proficient Expert Consultant For any form of lost crypto "A man in Indonesia tragically took his own life after losing his family's savings to a scam. The shame and blame were too much to bear. It's heartbreaking to think he might still be alive if he knew help existed. "PROFICIENT EXPERT CONSULTANTS, I worked alongside PROFICIENT EXPERT CONSULTANTS when I lost my funds to an investment platform on Telegram. PROFICIENT EXPERT CONSULTANTS did a praiseworthy job, tracked and successfully recovered all my lost funds a total of $770,000 within 48hours after contacting them, with their verse experience in recovery issues and top tier skills they were able to transfer back all my funds into my account, to top it up I had full access to my account and immediately converted it to cash, they handled my case with professionalism and empathy and successfully recovered all my lost funds, with so many good reviews about PROFICIENT EXPERT CONSULTANTS, I’m glad I followed my instincts after reading all the reviews and I was able to recovery everything I thought I had lost, don’t commit suicide if in any case you are caught in the same situation, contact: Proficientexpert@consultant. com Telegram: @ PROFICIENTEXPERT, the reliable experts in recovery.
04.12.25 21:45 elizabethrush89

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04.12.25 21:45 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
05.12.25 08:35 into11

The digital world of cryptocurrency offers big chances, but it also hides tricky scams. Losing your crypto to fraud feels awful. It can leave you feeling lost and violated. This guide tells you what to do right away if a crypto scam has hit you. These steps can help you get funds back or stop more trouble. Knowing what to do fast can change everything,reach marie ([email protected] and whatsapp:+1 7127594675)
05.12.25 08:48 Tonerdomark

SYLVESTER BRYANT WAS A PROFESSIONAL/ RELIABLE HACKER AND HIGHLY RECOMMENDED I’m very excited to speak about him as a Bitcoin Recovery agent, this cyber security company was able to assist me in recovering my stolen funds in cryptocurrency. I’m truly amazed by their excellent service and professional work. I never thought I could get back my funds until I approached them with my problems and provided all the necessary information. It took them time to recover my funds and I was amazed. Without any doubt, I highly recommend Sylvester for your BITCOIN, USDC, USDT, ETH Recovery, for all Cryptocurrency recovery, digital funds recovery, hacking Related issues, contact Sylvester Bryant professional services waapp only= +1 512 577 7957 or + 44 7428 662701 EMAIL = [email protected]
06.12.25 01:44 Tonerdomark

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06.12.25 01:48 Tonerdomark

SYLVESTER BRYANT WAS A PROFESSIONAL/ RELIABLE HACKER AND HIGHLY RECOMMENDED I’m very excited to speak about him as a Bitcoin Recovery agent, this cyber security company was able to assist me in recovering my stolen funds in cryptocurrency. I’m truly amazed by their excellent service and professional work. I never thought I could get back my funds until I approached them with my problems and provided all the necessary information. It took them time to recover my funds and I was amazed. Without any doubt, I highly recommend Sylvester for your BITCOIN, USDC, USDT, ETH Recovery, for all Cryptocurrency recovery, digital funds recovery, hacking Related issues, contact Sylvester Bryant professional services waapp only= +1 512 577 7957 or + 44 7428 662701 EMAIL = [email protected]
06.12.25 10:36 Thomas Muller

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06.12.25 10:36 Thomas Muller

YOU CAN REACH OUT TO GREAT WHIP RECOVERY CYBER SERVICES FOR HELP TO RECOVER YOUR STOLEN BTC OR ETH BACK WHATSAPP +1(208)713-0697 I once fell victim to online investment scheme that cost me a devastating €254,000. I’m Thomas Muller from Berlin, Germany. The person I trusted turned out to be a fraud, and the moment I realized I’d been deceived, my entire world stopped. I immediately began searching for legitimate ways to recover my funds and hold the scammer accountable. During my search, I came across several testimonies of how Great Whip Recovery Cyber Services helped some people recover money they lost to cyber fraud, I contacted Great Whip Recovery Cyber Service team and provided all the evidence I had. Within about 36 hours, the experts traced the digital trail left by the fraudster, the individual was eventually tracked down and I recovered all my money back. You can contact them with, website https://greatwhiprecoveryc.wixsite.com/greatwhip-site text +1(406)2729101 email [email protected]
06.12.25 10:39 michaeldavenport238

I was recently scammed out of $53,000 by a fraudulent Bitcoin investment scheme, which added significant stress to my already difficult health issues, as I was also facing cancer surgery expenses. Desperate to recover my funds, I spent hours researching and consulting other victims, which led me to discover the excellent reputation of Capital Crypto Recover, I came across a Google post It was only after spending many hours researching and asking other victims for advice that I discovered Capital Crypto Recovery’s stellar reputation. I decided to contact them because of their successful recovery record and encouraging client testimonials. I had no idea that this would be the pivotal moment in my fight against cryptocurrency theft. Thanks to their expert team, I was able to recover my lost cryptocurrency back. The process was intricate, but Capital Crypto Recovery's commitment to utilizing the latest technology ensured a successful outcome. I highly recommend their services to anyone who has fallen victim to cryptocurrency fraud. For assistance contact [email protected] and on Telegram OR Call Number +1 (336)390-6684 via email: [email protected] you can visit his website: https://recovercapital.wixsite.com/capital-crypto-rec-1
06.12.25 10:42 michaeldavenport238

I was recently scammed out of $53,000 by a fraudulent Bitcoin investment scheme, which added significant stress to my already difficult health issues, as I was also facing cancer surgery expenses. Desperate to recover my funds, I spent hours researching and consulting other victims, which led me to discover the excellent reputation of Capital Crypto Recover, I came across a Google post It was only after spending many hours researching and asking other victims for advice that I discovered Capital Crypto Recovery’s stellar reputation. I decided to contact them because of their successful recovery record and encouraging client testimonials. I had no idea that this would be the pivotal moment in my fight against cryptocurrency theft. Thanks to their expert team, I was able to recover my lost cryptocurrency back. The process was intricate, but Capital Crypto Recovery's commitment to utilizing the latest technology ensured a successful outcome. I highly recommend their services to anyone who has fallen victim to cryptocurrency fraud. For assistance contact [email protected] and on Telegram OR Call Number +1 (336)390-6684 via email: [email protected] you can visit his website: https://recovercapital.wixsite.com/capital-crypto-rec-1
07.12.25 08:43 Tonerdomark

SYLVESTER BRYANT WAS A PROFESSIONAL/ RELIABLE HACKER AND HIGHLY RECOMMENDED I’m very excited to speak about him as a Bitcoin Recovery agent, this cyber security company was able to assist me in recovering my stolen funds in cryptocurrency. I’m truly amazed by their excellent service and professional work. I never thought I could get back my funds until I approached them with my problems and provided all the necessary information. It took them time to recover my funds and I was amazed. Without any doubt, I highly recommend Sylvester for your BITCOIN, USDC, USDT, ETH Recovery, for all Cryptocurrency recovery, digital funds recovery, hacking Related issues, contact Sylvester Bryant professional services waapp only= +1 512 577 7957 or + 44 7428 662701 EMAIL = [email protected]
08.12.25 02:17 liam

I recently fell a victim of cryptocurrency investment and mining scam, I lost almost all my life savings to BTC scammers. I almost gave up because the amount of crypto I lost was too much. So I spoke to a friend who told me about ANTHONYDAVIESTECH company. I Contacted them through their email and i provided them with the necessary information they requested from me and they told me to be patient and wait to see the outcome of their job. I was shocked after two days my Bitcoin was returned to my Wallet. All thanks to them for their genius work. I Contacted them via Email: anthonydaviestech @ gmail . com all thanks to my friend who saved my life
08.12.25 09:07 Tonerdomark

SYLVESTER BRYANT WAS A PROFESSIONAL/ RELIABLE HACKER AND HIGHLY RECOMMENDED I’m very excited to speak about him as a Bitcoin Recovery agent, this cyber security company was able to assist me in recovering my stolen funds in cryptocurrency. I’m truly amazed by their excellent service and professional work. I never thought I could get back my funds until I approached them with my problems and provided all the necessary information. It took them time to recover my funds and I was amazed. Without any doubt, I highly recommend Sylvester for your BITCOIN, USDC, USDT, ETH Recovery, for all Cryptocurrency recovery, digital funds recovery, hacking Related issues, contact Sylvester Bryant professional services waapp only= +1 512 577 7957 or + 44 7428 662701 EMAIL = [email protected]
09.12.25 00:18 swanky

For a long time, I had heard tales of individuals striking it rich through cryptocurrency investments, but I had little knowledge of how the system operated. The potential for financial gain piqued my interest, and I decided to dive in and invest. To help me navigate this complex landscape, I joined a group of online traders who promised to guide me through the investment process. Their confidence and expertise made me feel reassured about my decision.After spending some time learning from them and observing their trading strategies, I felt compelled to invest a substantial amount of money to which i lost, now in search of recovering my funds i got referred to anthonydavies on telegram a funds recovery specialist with his team help i was able to get back $300000 of my usdc back. you can reach him via anthonydaviestech AT gmail dot com
09.12.25 01:01 Tonerdomark

SYLVESTER BRYANT WAS A PROFESSIONAL/ RELIABLE HACKER AND HIGHLY RECOMMENDED I’m very excited to speak about him as a Bitcoin Recovery agent, this cyber security company was able to assist me in recovering my stolen funds in cryptocurrency. I’m truly amazed by their excellent service and professional work. I never thought I could get back my funds until I approached them with my problems and provided all the necessary information. It took them time to recover my funds and I was amazed. Without any doubt, I highly recommend Sylvester for your BITCOIN, USDC, USDT, ETH Recovery, for all Cryptocurrency recovery, digital funds recovery, hacking Related issues, contact Sylvester Bryant professional services waapp only= +1 512 577 7957 or + 44 7428 662701 EMAIL = Yt7CRACKER@gmail. com
09.12.25 05:44 swanky

For a long time, I had heard tales of individuals striking it rich through cryptocurrency investments, but I had little knowledge of how the system operated. The potential for financial gain piqued my interest, and I decided to dive in and invest. To help me navigate this complex landscape, I joined a group of online traders who promised to guide me through the investment process. Their confidence and expertise made me feel reassured about my decision.After spending some time learning from them and observing their trading strategies, I felt compelled to invest a substantial amount of money to which i lost, now in search of recovering my funds i got referred to anthonydavies on telegram a funds recovery specialist with his team help i was able to get back $300000 of my usdc back. you can reach him via anthonydaviestech AT gmail dot com
09.12.25 10:24 lane3215

It is distressing to lose USDT to a bitcoin wallet hack. Although challenging, recovering stolen USDT is feasible. Your chances increase if you move swiftly and strategically. Marie can help you with reporting the theft, recovering USDT, and taking immediate action. You can reach her via mail at [email protected], WhatsApp at +1 7127594675.
09.12.25 10:25 lane3215

It is distressing to lose USDT to a bitcoin wallet hack. Although challenging, recovering stolen USDT is feasible. Your chances increase if you move swiftly and strategically. Marie can help you with reporting the theft, recovering USDT, and taking immediate action. You can reach her via mail at [email protected], WhatsApp at +1 7127594675.
09.12.25 14:16 Matt Kegan

Grateful i came across SolidBlock Forensics. After investing in crypto trade and couldn't make withdrawals, it dawned on me something was wrong. They kept on asking for taxes, fees for maintenance, and more money for admin reasons. But being represented by SolidBlock Forensics, i was able to file reports, and finally, received all my investments with returns. Its great to know we have professionals that handle such issues and get the job done.
12.12.25 22:38 swanky

After reading some reviews on how [anthonydaviestech AT gmail dot (c om) helps people recover money and Cryptocurrencies lost to scammers, I decided to contact him to help me recover mine which I lost in february 2025. To my surprise he was able to trace the USDT from the first wallet to all the wallets it has been sent to. He moved them out of those wallets and returned them back to mine and even added extra to me, it felt like magic.
13.12.25 08:22 Natasha Williams

I am Natasha Williams from Dallas. I want to share my testimony to encourage anyone who has ever fallen victim to a scam or fraud. Some time ago, I was defrauded by some fraudulent cryptocurrency investment organization online, I was a victim and I lost a huge amount of money, $382,000. I felt angry, disappointed and helpless but I refused to give up and stay calm. I came across this agency, GREAT WHIP RECOVERY CYBER SERVICES.. who helped people recover their money from scammers and the testimonies I saw were quite amazing. And I decided to contact them. I gathered every piece of evidence, chats, receipts, account details, and messages and reported the case to the agency, GREAT WHIP RECOVERY CYBER SERVICES. After 73hours of follow up and not losing faith, the fraudster was traced and held accountable and I recovered all my money back. I highly recommend, GREAT WHIP RECOVERY CYBER SERVICES agency if you have ever fallen victim to scammers, you can contact them. Website: https://greatwhiprecoveryc.wixsite.com/greatwhip-site email: [email protected] Call Line: +1(406)2729101
13.12.25 08:23 Natasha Williams

I am Natasha Williams from Dallas. I want to share my testimony to encourage anyone who has ever fallen victim to a scam or fraud. Some time ago, I was defrauded by some fraudulent cryptocurrency investment organization online, I was a victim and I lost a huge amount of money, $382,000. I felt angry, disappointed and helpless but I refused to give up and stay calm. I came across this agency, GREAT WHIP RECOVERY CYBER SERVICES.. who helped people recover their money from scammers and the testimonies I saw were quite amazing. And I decided to contact them. I gathered every piece of evidence, chats, receipts, account details, and messages and reported the case to the agency, GREAT WHIP RECOVERY CYBER SERVICES. After 73hours of follow up and not losing faith, the fraudster was traced and held accountable and I recovered all my money back. I highly recommend, GREAT WHIP RECOVERY CYBER SERVICES agency if you have ever fallen victim to scammers, you can contact them. Website: https://greatwhiprecoveryc.wixsite.com/greatwhip-site email: [email protected] Call Line: +1(406)2729101
13.12.25 08:28 Natasha Williams

I am Natasha Williams from Dallas. I want to share my testimony to encourage anyone who has ever fallen victim to a scam or fraud. Some time ago, I was defrauded by some fraudulent cryptocurrency investment organization online, I was a victim and I lost a huge amount of money, $382,000. I felt angry, disappointed and helpless but I refused to give up and stay calm. I came across this agency, GREAT WHIP RECOVERY CYBER SERVICES.. who helped people recover their money from scammers and the testimonies I saw were quite amazing. And I decided to contact them. I gathered every piece of evidence, chats, receipts, account details, and messages and reported the case to the agency, GREAT WHIP RECOVERY CYBER SERVICES. After 73hours of follow up and not losing faith, the fraudster was traced and held accountable and I recovered all my money back. I highly recommend, GREAT WHIP RECOVERY CYBER SERVICES agency if you have ever fallen victim to scammers, you can contact them. Website: https://greatwhiprecoveryc.wixsite.com/greatwhip-site email: [email protected] Call Line: +1(406)2729101
13.12.25 15:29 Anthonymorphy30

⬛️ ARE YOU SEEKING TO RECOVER YOUR LOST FUNDS FROM INVESTMENT/TRADING SCAM OR ROMANCE SCAM??? OR YOU NEED LEGIT HACKING SERVICES SUCH AS PHONE HACK, WEBSITE HACK AND MORE????? TAKE YOUR TIME TO READ ⬛️ ⬛️ We have received numerous complaints of fraud associated with Romance Scam, websites that offers opportunities for Capital Investments, bitcoin investments and Trading on an Internet-based trading platforms. Most Of theese complaints falls into these theee categories: 1. 🔘Refusal to credit customers accounts or reimburse funds to customers: These complaints typically involves customers who have deposited money into their trading or investment account and eventually got deprived from withdrawing their capital and profits by the trading platforms. 2. 🔘Manipulation of software to generate losing trades: These complaints alleged that the Internet-based Investment and trading platforms manipulate the trading software to distort the Trading prices and payouts in order to ensure that the trade results in a Loss. 3. 🔘 Romance Scam where a scammer pretends to have romantic interest in someone to gain their trust—and then uses that trust to steal money or personal information. ⬛️ Most people have lost their hard earned money through these types of Scams but don’t know how to get a Legitimate Funds Recovery Expert. Truth be told, the only Specialists that is capable of retrieving your lost funds to these scams are Team of professional hackers and cyber forensic experts and this is where FUNDS RETRIEVAL PANEL comes in. FUNDS RETRIEVAL PANEL is an amalgamation of top notch Hackers, Cyber forensic Experts, Software Engineers and Backend Gurus who are dedicated to helping victims retrieve their Lost funds from online scams and frauds. We are the Leading Funds Recovery Expert who know various Retrieval Techniques and Strategies that suits different scenarios of Scam. With years of experience in the financial and tech sectors, we are the trusted solution for individuals looking to recover lost money. CONTACT US NOW to schedule your free consultation and start the process of recovering your funds. 🌍 www.fundsretrievalpanel.com 🌍 📩 [email protected]✉️ ☑️ We Also have a segregated Department that focuses on other LEGIT HACKING SERVICES SUCH AS: ▪️ PHONE HACKING & CLONING : very useful for getting evidence from someone else’s phone by gaining full access to all they do on their phones. ▪️ WEBSITE AND DATABASE HACKING 💻 ▪️ SOCIAL MEDIA ACCOUNTS HACKING 📱 ▪️LOCATION TRACKING 📌 CONTACT: 📩 [email protected]
13.12.25 18:52 James Robert

I am James Robert from Chicago. Few months ago, I fell victim to an online Bitcoin investment scheme that promised high returns within a short period. At first, everything seemed legitimate, their website looked professional, and the people behind it were very convincing. I invested a significant amount of money about $440,000 with the way they talk to me into investing on their bitcoin platform. Two months later I realized that it was a scam when I could no longer have access to my account and couldn’t withdraw my money. At first, I lost hope that I wouldn't be able to get my money back, I cried and was angry at how I even fell victim to a scam. For days after doing some research and seeking professional help online, I came across GREAT WHIP RECOVERY CYBER SERVICES and saw how they have helped people recover their money back from scammers. I reported the case immediately to them and gather every transaction detail, documentation and sent it to them. Today, I’m very happy because the GREAT WHIP RECOVERY CYBER SERVICES help me recover all my money I was scammed. You can contact GREAT WHIP RECOVERY CYBER SERVICES if you have ever fallen victim to scam. Email: [email protected] or Website https://greatwhiprecoveryc.wixsite.com/greatwhip-site or Call +1(406)2729101
13.12.25 18:54 James Robert

I am James Robert from Chicago. Few months ago, I fell victim to an online Bitcoin investment scheme that promised high returns within a short period. At first, everything seemed legitimate, their website looked professional, and the people behind it were very convincing. I invested a significant amount of money about $440,000 with the way they talk to me into investing on their bitcoin platform. Two months later I realized that it was a scam when I could no longer have access to my account and couldn’t withdraw my money. At first, I lost hope that I wouldn't be able to get my money back, I cried and was angry at how I even fell victim to a scam. For days after doing some research and seeking professional help online, I came across GREAT WHIP RECOVERY CYBER SERVICES and saw how they have helped people recover their money back from scammers. I reported the case immediately to them and gather every transaction detail, documentation and sent it to them. Today, I’m very happy because the GREAT WHIP RECOVERY CYBER SERVICES help me recover all my money I was scammed. You can contact GREAT WHIP RECOVERY CYBER SERVICES if you have ever fallen victim to scam. Email: [email protected] or Website https://greatwhiprecoveryc.wixsite.com/greatwhip-site or Call +1(406)2729101
18.12.25 12:12 Anthony Irvin

I forgot my password 🔑 -- But they helped me recover my entire wallet. Successful Brute-Force Hack... On January 16, 2023, INTELLIGENCE CYBER WIZARD successfully hacked my Langerhans.DAT Android DOGECOIN wallet to recover the lost/forgotten spending PIN, necessary for spending funds. It took them only three (3) days to complete the task. It turned out that the spending PIN was only ten (10) digits long, which I had mistakenly believed to be twelve. Once Intelligence Cyber Wizard discovered and recited the full ten-digit PIN to me, based on "clues" I had given them and that only I knew, it reminded me a bit of when I set up the PIN back in 2015. In my case, I made the mistake of not writing it down. The wallet file in this case contained a little over 10.5 million DOGECOINs installed on it, spread across a total of 15 DOGE public wallet addresses and their corresponding private keys. When I acquired the 10.5 million coins in 2015, the total cost to me was only around $1,500, based on the current face value of DOGE at the time, which was approximately $0.0001 per coin. The wallet file had been inaccessible to me since December 27, 2015, after I realized I had forgotten my spending PIN. Before finding Intelligence Cyber Wizard, I had had several other encounters with people who were unsuccessful in recovering the wallet's spending PIN. So, as it turned out, I actually ended up much better off financially because I had forgotten my spending PIN. Had I not forgotten, I would have traded or sold the 10.5 million coins in question during the 2017 cryptocurrency bull run, along with another 40 million DOGECOIN that I sold that year. Even after accounting for a portion of the recovered coins that was awarded to Intelligence Cyber Wizard for their efforts, I still gained a significant financial advantage. Therefore, I am deeply grateful to Intelligence Cyber Wizard, for the swift and successful recovery of my wallet. Their efforts have undoubtedly had a truly transformative impact on my life in the long run. I highly recommend Intelligence Cyber Wizard services if you or someone you know has a wallet that needs hacking and whose password or spending PIN has been lost or forgotten. Contact Intelligence Cyber Wizard via WhatsApp or email. WhatsApp +1 (219) 424-7566 Email: intelligencecyberwizard @ gmail.com Email: intelligencecyberwizard @ cyber-wizard.com Website: https: //intelligence-cyber-wizard.web node.page
18.12.25 13:24 Regency Victorian

I was scammed and left penniless, until a cryptocurrency recovery expert helped me. INTELLIGENCE CYBER WIZARD - Cryptocurrency Recovery. I was scammed out of a huge amount of money and, devastated, I started looking for help. Someone recommended an expert and private investigator, Intelligence Cyber Wizard. I emailed him, and as soon as I explained what had happened, he immediately told me it had all been a setup. He put my case together, and within a few days, we got a result: I recovered all my money! Intelligence Cyber Wizard was amazing, professional, and efficient; he guided me through the entire process. I can't thank him and his forensic team enough. I can live again! His contact information is below. WhatsApp +1 (219) 424-7566 Email: [email protected] Email: [email protected] Website: https://intelligence-cyber-wizard.webnode.page
18.12.25 20:54 James Robert

I am James Robert from Chicago. Few months ago, I fell victim to an online Bitcoin investment scheme that promised high returns within a short period. At first, everything seemed legitimate, their website looked professional, and the people behind it were very convincing. I invested a significant amount of money about $440,000 with the way they talk to me into investing on their bitcoin platform. Two months later I realized that it was a scam when I could no longer have access to my account and couldn’t withdraw my money. At first, I lost hope that I wouldn't be able to get my money back, I cried and was angry at how I even fell victim to a scam. For days after doing some research and seeking professional help online, I came across GREAT WHIP RECOVERY CYBER SERVICES and saw how they have helped people recover their money back from scammers. I reported the case immediately to them and gather every transaction detail, documentation and sent it to them. Today, I’m very happy because the GREAT WHIP RECOVERY CYBER SERVICES help me recover all my money I was scammed. You can contact GREAT WHIP RECOVERY CYBER SERVICES if you have ever fallen victim to scam. Email: [email protected] or Website https://greatwhiprecoveryc.wixsite.com/greatwhip-site or Call +1(406)2729101
18.12.25 20:55 James Robert

I am James Robert from Chicago. Few months ago, I fell victim to an online Bitcoin investment scheme that promised high returns within a short period. At first, everything seemed legitimate, their website looked professional, and the people behind it were very convincing. I invested a significant amount of money about $440,000 with the way they talk to me into investing on their bitcoin platform. Two months later I realized that it was a scam when I could no longer have access to my account and couldn’t withdraw my money. At first, I lost hope that I wouldn't be able to get my money back, I cried and was angry at how I even fell victim to a scam. For days after doing some research and seeking professional help online, I came across GREAT WHIP RECOVERY CYBER SERVICES and saw how they have helped people recover their money back from scammers. I reported the case immediately to them and gather every transaction detail, documentation and sent it to them. Today, I’m very happy because the GREAT WHIP RECOVERY CYBER SERVICES help me recover all my money I was scammed. You can contact GREAT WHIP RECOVERY CYBER SERVICES if you have ever fallen victim to scam. Email: [email protected] or Website https://greatwhiprecoveryc.wixsite.com/greatwhip-site or Call +1(406)2729101
18.12.25 21:02 James Robert

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18.12.25 21:02 James Robert

I am James Robert from Chicago. Few months ago, I fell victim to an online Bitcoin investment scheme that promised high returns within a short period. At first, everything seemed legitimate, their website looked professional, and the people behind it were very convincing. I invested a significant amount of money about $440,000 with the way they talk to me into investing on their bitcoin platform. Two months later I realized that it was a scam when I could no longer have access to my account and couldn’t withdraw my money. At first, I lost hope that I wouldn't be able to get my money back, I cried and was angry at how I even fell victim to a scam. For days after doing some research and seeking professional help online, I came across GREAT WHIP RECOVERY CYBER SERVICES and saw how they have helped people recover their money back from scammers. I reported the case immediately to them and gather every transaction detail, documentation and sent it to them. Today, I’m very happy because the GREAT WHIP RECOVERY CYBER SERVICES help me recover all my money I was scammed. You can contact GREAT WHIP RECOVERY CYBER SERVICES if you have ever fallen victim to scam. Email: [email protected] or Website https://greatwhiprecoveryc.wixsite.com/greatwhip-site or Call +1(406)2729101