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13.11.2025

Agentic AI Using Apache Kafka as Event Broker With the Agent2Agent Protocol (A2A) and MCP

Agentic AI is becoming a popular design pattern for creating more intelligent and autonomous systems. Unlike traditional automation, agentic AI involves agents that operate independently and collaborate with other...

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DZone AI/ML
12.11.2025

Event-Driven Architecture Patterns: Real-World Lessons From IoT Development

This article explores the practical application of event-driven architecture in IoT development, highlighting the advantages of using publish-subscribe patterns over traditional polling methods. The author, Bhavna Hirani, shares real-world...

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DZone IoT
12.11.2025

How TBMQ Uses Redis for Persistent Message Storage

The article explores how TBMQ (ThingsBoard MQTT) transitioned from PostgreSQL to Redis for persistent message storage, emphasizing scalability, performance, and architectural enhancements. The migration aimed to address PostgreSQL’s limitations...

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DZone IoT
12.11.2025

Implementing Write-Through Cache for Real-Time Data Processing: A Scalable Approach

This article explains how implementing a write-through cache can improve performance and data consistency in real-time data processing systems. The author, Rohith Narasimhamurthy, shares insights on using this caching...

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DZone IoT
12.11.2025

Debugging Distributed ML Systems

A developer faced an issue where their ML model misclassified groceries as entertainment expenses. By implementing distributed tracing using OpenTelemetry and Jaeger, they were able to quickly identify a...

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DZone IoT