1. Spring and Java

>> Java 25 Introduces Stable Values API for Deferred Immutability and Improved Application Startup [infoq.com]

JDK 25 introduces the StableValue API (as a preview feature), which allows developers to create immutable objects that can be initialized at any point.

>> Testing MongoDB Atlas Search Java Apps Using TestContainers [foojay.io]

A practical guide to testing applications based on MongoDB Atlas Search using TestContainers to create local, self-contained tests.

Also worth reading:

Webinars and presentations:

Time to upgrade:

2. Technical & Musings

>> Why You Should Use Local Models [medium.com]

Using local models over large cloud LLMs can bring several benefits, including lower costs and latency, increased privacy, and a lower environmental impact. But an application can make use of multiple models for different tasks, and using an agent framework like Embabel makes it easy to switch between models.

Also worth reading:

3. Pick of the Week

>> How to Get Lucky: Focus On The Fat Tails [taylorpearson.me]


原始标题:Java Weekly, Issue 597 | Baeldung