Свой инструмент для бенчмаркинга ИИ-агентов: архитектура, надёжность и интеграция с Airflow
Всем привет! Мы создаём GraphRAG-систему и нам постоянно приходится тестировать новые гипотезы: менять подходы к поиску по графу, обработку контекста,…
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Kafka for Data Engineers: Core Concepts, KRaft, and the Patterns That Actually Work
If your Kafka Docker Compose still has a ZooKeeper service in it, your setup is already legacy. As of Kafka 4.0 (released March 2025), ZooKeeper is go…
We Upgraded Airflow 2.8 to 3.1 on Kubernetes. Here Is What Actually Changed
We recently finished upgrading a production Airflow instance from 2.8 to 3.1 running on Amazon EKS . The whole thing took about 6 weeks from planning …