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Enterprise Java

Spring AI 1.1 and theModel Context Protocol:Building Production AI AgentsWithout the Python Tax
Spring AI 1.0 shipped in May 2025. The 1.1 follow-up added full MCP integration, 20+ AI model backends, and a…
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Software Development

Elasticsearch keyword vs text
This article explores Elasticsearch field types and how to choose between text and keyword for effective search and indexing. 1.…
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Core Java

Project Panama’s FFM API in Production: Replacing JNI Without Writing C Wrappers
The Foreign Function & Memory API is standard as of Java 22. JNI is now officially the legacy path. Most…
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Core Java

NATS vs. Kafka vs. Redis Streams for Java Microservices: When “Simpler” Actually Wins
Kafka is the default answer for event-driven microservices. It’s also massively overused. NATS and Redis Streams solve a large category…
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Enterprise Java

JSpecify vs. Kotlin’s Built-in Null Safety: Can Annotations Ever Match a Type System?
The NullPointerException â or NPE â is one of those bugs that every Java developer knows all too well. Tony Hoare, the…
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Java

Shifting Left on Security: How to Harden CI/CD Pipelines for Payment APIs
Introduction Payment systems process millions of transactions every day. Each transaction involves sensitive financial information such as card numbers, account…
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Java

Observability-Driven Development: From Logs to Actionable Intelligence in Fintech
Introduction In the world of financial technology, systems process millions of transactions every minute. Even one payment failure or security…
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Core Java

5 Latest Java Trends to Keep Your Eye On in 2026
JDK 26 ships on March 17. Project Valhalla just entered preview. Post-quantum TLS is targeted for JDK 27. The JVM…
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