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Model Context Protocol (MCP)Model Context Protocol (MCP)
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Model Context Protocol (MCP)Model Context Protocol (MCP)
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AI LearningsAI Learnings

Chief Architect Lens: Why Stream Processing ≠ Task Queues (And When It Matters)
Not all messaging systems are created equal. Understanding the distinction between stream processing and task-focused queues isn’t academic - it’s architectural. Here's what every Chief Architect must weigh when choosing the right tool for the job.
Technology Illumination
Java Spring Boot - Reactive (WebFlux) vs. Blocking (Spring Web) Kafka Consumers: A Quick Dive
Reactive and blocking Kafka consumers behave very differently under the hood in Spring Boot. This post walks through key differences in performance, thread usage, and system impact-using a side-by-side lens.
Technology Illumination




