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Software Development

The Outbox Pattern and Change Data Capture: Solving the Dual-Write Problem with Debezium
Saving an order and announcing it to the rest of your system sounds like one job. In reality, it is…
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Enterprise Java

Upgrading Spring Framework Version in Spring Boot
Spring Boot does not let you reference the Spring Framework directly in most projects — instead, it manages the version…
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Core Java

Vector Search for Java Developers: HNSW Intuition and pgvector in Practice
Search used to mean matching words. Today it often means matching meaning, and that is where vectors come in. An…
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Core Java

JDK 26 Performance Enhancements
Java Development Kit (JDK) 26 introduces improvements across Java libraries, garbage collection, startup performance, compilation, and runtime execution. Released in…
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Enterprise Java

Introduction to the NVIDIA Triton Java API
NVIDIA Triton Inference Server is an open-source platform for deploying and serving machine learning models in production, supporting frameworks such…
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Core Java

The Disruptor and Mechanical Sympathy: Ring Buffers Against Queues
Most Java developers reach for a queue whenever two threads need to talk. It feels natural, and it usually works…
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Core Java

Coordinated Omission: Why Your Latency Benchmark Flatters You
Your load test says the 99th percentile is fine. Meanwhile, a thousand requests quietly vanished from the results. The Benchmark…
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