Тестирование и жизнь • про работу для живых людей | United States America (US)

Create: 2025-04-17 Update: 2025-07-03 16:00:13

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Как выглядит автоматизация тестирования с помощью LLM на Хабре

Берем самую очевидную функцию — тест-дизайн или тестовую документацию. Приводим в качестве примера простую форму (обычно любят регистрацию), пишем относительно простой промпт и получаем очевидные проверки.

Как выглядит автоматизация с помощью LLM в бизнес-процессе

Анализируется идея, подбирается датасет, промпт-инженер пишет сложный промпт и проверяет его на датасете. Часто используется дополнительное обогащение данными. Бэкендеры и фронтендеры создают какой-то интерфейс и дополнительную логику, дающий доступ к результатам работы промпта. А потом тестировщик это все еще и тестирует. А после этого этим пользуется какая-то тестовая группа, дает фидбек, оценивает полезность и вот это все.

Отдельной строкой идет тема безопасности, потому что нельзя все подряд отправлять в ChatGpt.

Эксперименты с AI такие же продуктовые эксперименты, как все остальное. Только тут еще и добавляются

Чтобы можно было вместо найма дополнительного тестировщика использовать LLM и качественно увеличить производительность, надо нанять других специалистов. Иногда команду. С негарантированным результатом, как и во всех экспериментах.

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Тестирование и жизнь • про работу для живых людей

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Тестирование и жизнь • про работу для живых людей

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Telegram has made it easier for its users to communicate, as it has introduced a feature that allows more than 200,000 users in a group chat. However, if the users in a group chat move past 200,000, it changes into "Broadcast Group", but the feature comes with a restriction. Groups with close to 200k members can be converted to a Broadcast Group that allows unlimited members. Only admins can post in Broadcast Groups, but everyone can read along and participate in group Voice Chats," Telegram added.

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