Still fighting thread pools when traffic spikes? #ProjectLoom offers a different path. @BalaRawool shows how #VirtualThreads, #StructuredConcurrency, and Scoped Values work together in a real #SpringBoot app.

See what you can simplify: https://javapro.io/2026/02/19/virtual-threads-structured-concurrency-and-scoped-values-putting-it-all-together/

#Performance

Thread leakage is the silent killer of “quick parallelization.” #StructuredConcurrency makes sure child tasks end with the parent scope—by design.

Learn the shutdown patterns + how they behave in failure scenarios: https://javapro.io/2026/01/28/how-to-do-structured-concurrency-in-java-25/
via @hannotify & Bram Janssens

#Java25

#Concurrency bugs rarely fail loudly — they leak resources, stall requests, & waste CPU. @BalaRawool demonstrates how #StructuredConcurrency can short-circuit failures and keep workflows consistent in #SpringBoot.

Make your services more resilient: https://javapro.io/2026/02/19/virtual-threads-structured-concurrency-and-scoped-values-putting-it-all-together/

#Java

Still fighting thread pools when traffic spikes? #ProjectLoom offers a different path. @BalaRawool shows how #VirtualThreads, #StructuredConcurrency, and Scoped Values work together in a real #SpringBoot app.

See what you can simplify: https://javapro.io/2026/02/19/virtual-threads-structured-concurrency-and-scoped-values-putting-it-all-together/

#Performance

Do you still need reactive programming for high throughput? @chwoerz shows how #VirtualThreads + #StructuredConcurrency handle fan-out calls cleanly and synchronously.

See the #Java25 approach & learn more: https://javapro.io/2025/12/23/java-25-getting-the-most-out-of-virtual-threads-with-structured-task-scopes-and-scoped-values/

#JVM #Java #Performance #CoreJava #JAVAPRO

Thread leakage is the silent killer of “quick parallelization.” #StructuredConcurrency makes sure child tasks end with the parent scope—by design.

Learn the shutdown patterns + how they behave in failure scenarios: https://javapro.io/2026/01/28/how-to-do-structured-concurrency-in-java-25/
via @hannotify & Bram Janssens

#Java25

Ok, to follow up on yesterday's structured concurrency question:

In Python, I have a hypothetical HTTP client:

async with HTTP() as client:
http.get("https://site.example/index.html")

and it handles things like HTTP/2 multiplexing and connection pools and stuff. So it needs some background tasks to coordinate and maintain them.

Classically, I'd call these "daemon tasks" (after Python's daemon threads).

But I feel like I'm missing something?

#Python #Trio #StructuredConcurrency

#VirtualThreads scale concurrency—but they don’t fix structure or error handling. @chwoerz shows how StructuredTaskScope and ScopedValue complete the picture in #Java25. Want safer, faster concurrent code?

Read more: https://javapro.io/2025/12/23/java-25-getting-the-most-out-of-virtual-threads-with-structured-task-scopes-and-scoped-values/

#Java #JVM #StructuredConcurrency

Still making sequential remote calls even with #VirtualThreads? @chwoerz explains how StructuredTaskScope cuts latency by running tasks concurrently—without reactive complexity. Curious how it works?

Dive in: https://javapro.io/2025/12/23/java-25-getting-the-most-out-of-virtual-threads-with-structured-task-scopes-and-scoped-values/

#Java #Java25 #JVM #StructuredConcurrency

Now double at #JCON Berlin: the new #JAVAPRO issue AND our “30 Years of #Java” edition! Featuring #Java25, #VirtualThreads, #StructuredConcurrency & #GenAI.
Stop by & grab your free copies!

Can’t attend? Download or subscribe: https://javapro.io/2025/10/28/stay-updated-with-every-new-free-pdf-edition-2/