MCP

From Cron Batch Jobs to Kestra: Migrating a Python Script Without a Rewrite

A working Python cron job moved to Kestra, the open source workflow orchestration platform, without a rewrite. Wrapping it unchanged…

3 weeks ago

When to Use AMQP, JMS, Kafka, or MQTT: Trade-offs, Not a Winner

AMQP, JMS, Kafka, and MQTT get compared as rivals, but a message broker, a log, and a device protocol sit…

3 months ago

The Future of Data Streaming with Apache Flink for Agentic AI

Agentic AI is moving into production. Autonomous, tool-using, goal-driven systems that need real-time data and context. Apache Kafka and Flink…

1 year ago

The Rise of Kappa Architecture in the Era of Agentic AI and Data Streaming

The shift from Lambda to Kappa architecture reflects the growing demand for unified, real-time data pipelines that serve both analytical…

1 year ago

How Apache Kafka and Flink Power Event-Driven Agentic AI in Real Time

Agentic AI marks a major evolution in artificial intelligence—shifting from passive analytics to autonomous, goal-driven systems capable of planning and…

1 year ago