# When one pipeline solves too many problems

> Full text available in Russian

**Published:** October 21, 2026
**Author:** Machinelearning
**Source:** Telegram — AI Machine Learning Big Data
**Language:** ru-RU
**HTML:** https://aiqazaqstan.com/en/articles/kogda-odin-payplayn-reshaet-slishkom-mnogo-zadach

When one pipeline solves too many problems The more problems one pipeline solves, the more settings become cluttered, experiments compete for shared slots, and the contribution of specific mechanics becomes more difficult to evaluate. AI VK engineers began to use streams - separate pipelines...

> From the original source: **Telegram — AI Machine Learning Big Data**
> [Read full article at Telegram — AI Machine Learning Big Data](https://t.me/ai_machinelearning_big_data/11182)

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