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InfoQ
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Helping dev teams adopt new technologies and practices for 18 years. Written by software engineers. Read by over 1.5 m devs worldwide. InfoQ.com and QConferences.com

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InfoQ @infoq.com · 16d
👀 Curious what’s hot in #Java❓ You should be.

The annual #InfoQ #TrendsReport is out! Key highlights:
• Adoption of 𝐧𝐞𝐰 𝐉𝐚𝐯𝐚 𝐯𝐞𝐫𝐬𝐢𝐨𝐧𝐬
• Evolution of frameworks like 𝐒𝐩𝐫𝐢𝐧𝐠, 𝐉𝐚𝐤𝐚𝐫𝐭𝐚 𝐄𝐄, 𝐐𝐮𝐚𝐫𝐤𝐮𝐬, 𝐌𝐢𝐜𝐫𝐨𝐧𝐚𝐮𝐭, 𝐇𝐞𝐥𝐢𝐝𝐨𝐧 & 𝐌𝐢𝐜𝐫𝐨𝐏𝐫𝐨𝐟𝐢𝐥𝐞

📖 𝐑𝐞𝐚𝐝 𝐧𝐨𝐰: bit.ly/4pqtHd4

💪 𝐊𝐧𝐨𝐰𝐥𝐞𝐝𝐠𝐞 𝐢𝐬 𝐩𝐨𝐰𝐞𝐫! #StayAhead
Reposted by InfoQ
Google Cloud will have MCP-enabled services. The company recently announced fully-managed remote Model Context Protocol (MCP) servers, ... #google #infoq #mcp #googlecloud #cloud www.infoq.com/news/2025/12...
Google Cloud Launches Managed MCP Support
Google Cloud's introduction of fully-managed Model Context Protocol (MCP) servers revolutionizes its API infrastructure, streamlining access for developers. This enterprise-ready solution enhances AI ...
www.infoq.com
December 23, 2025 at 1:10 PM
🛒 Target has deployed GRAM - a GenAI-powered accessory recommendation system for its Home category.

Built using #LLMs, GRAM prioritizes product attributes and captures aesthetic cohesion to help shoppers find compatible accessories.

👉 Discover more: bit.ly/3KOgj3A

#InfoQ #SoftwareArchitecture
December 23, 2025 at 12:17 PM
🎙️ Simon Ritter dives into the latest innovations in #OpenJDK - and shares insights from his experience serving on the JCP Expert Group since JDK 9.

Topics include: the 6-month release cycle; Generational Shenandoah; JDK Flight Recorder; Project Leyden; and more.

🎧 bit.ly/4scISs3

#Java
December 23, 2025 at 10:05 AM
#AWS unveiled major updates to its Well-Architected Framework, introducing a new #ResponsibleAI Lens alongside enhanced #MachineLearning & #GenerativeAI Lenses.

These updates help teams improve how AI systems are designed, deployed, governed, and operated on AWS.

👉 bit.ly/4qsty9k

#InfoQ
December 23, 2025 at 9:03 AM
Check out what’s new in the world of #Javabit.ly/452qDfh

The fifteenth milestone release of GlassFish 8.0; the first release candidate of Spring Shell 4.0; point releases of TornadoVM, Hibernate Reactive, Hibernate Search and Kotlin; the first beta release of WildFly 39; and more.

#InfoQ
December 23, 2025 at 7:54 AM
#JEP 500 prepares the #Java ecosystem for final field integrity in #JDK26 by restricting deep reflection mutations - closing a long-standing loophole in the platform.

• Enhances safety & performance
• Stricter encapsulation
• Developer warnings when mutations are attempted

bit.ly/4jcYUOP

#InfoQ
December 22, 2025 at 3:13 PM
Discover how Decathlon, one of the world’s leading sports retailers, adopted the #opensource library Polars to optimize its data workflows.

By migrating from #ApacheSpark to #Polars for small input datasets, Decathlon achieved:
• Significant speed
• Cost savings

👉 bit.ly/4atNCTY

#InfoQ #AI
December 22, 2025 at 1:34 PM
#oRPC 1.0 is officially here - a major milestone for developers looking for an alternative to existing RPC & REST solutions with full OpenAPI integration.

What’s new in oRPC 1.0? Read #InfoQ and find out 👉 bit.ly/44FuJK5

#TypeScript #API #WebDevelopment
December 22, 2025 at 12:12 PM
Meet Nuqs - an #opensource, type-safe search params state manager for #React!

With Nuqs, developers can share complete app state via URLs - enabling “teleportation” & “time travel.”

🔗 Discover more on #InfoQbit.ly/3Y3DZnz

#WebDevelopment #StateMachine #Routing #TypeScript
December 22, 2025 at 11:15 AM
Discover how #Yelp built a scalable, cost-efficient pipeline to process Amazon S3 server-access logs (SAL) across its infrastructure - overcoming the limits of raw log storage and high-volume querying.

Read now: bit.ly/3YKb0oQ

#InfoQ #Scalability #S3
December 22, 2025 at 10:06 AM
The future of #SoftwareArchitecture isn’t humans vs AI - it’s how they collaborate.

The “Three Loops” model (In, On, Out) shows how software architects & AI work together across design.

👉 Read more: bit.ly/3MVcjPf

#AI #AIArchitecture
December 19, 2025 at 11:09 AM
This #InfoQ article dives into how #MCP bridges #AIagents & #OpenSearch to create intelligent search applications.

🔍 What you’ll learn:
• The evolution from keyword search → agentic search
• Core architectural components
• Practical implementations with live examples

👉 bit.ly/49371Zo

#AI
December 19, 2025 at 8:28 AM
#CaseStudy - #Lyft rearchitected its ML platform, LyftLearn, into a hybrid system!

Offline workloads now run on AWS SageMaker, while Kubernetes continues to power online model serving.

The result❓ Read #InfoQ and find out 👉 bit.ly/4s4mf9j

#SoftwareArchitecture #AI #ML #ApacheSpark #Kubernetes
December 19, 2025 at 7:01 AM
Why do valid architectural designs fail to get implemented? It’s rarely technical; it's "socio-technical".

Join the next online InfoQ Certified Architect Program cohort w/ Luca Mezzalira to master the people side of architecture.

📅 Starts Jan 19

🎓 5-week online cohort

Details: bit.ly/4qk75Lx
December 18, 2025 at 2:37 PM
#GoogleCloud announced the private preview of #AlphaEvolve!

A Gemini-powered coding agent, AlphaEvolve is designed to discover & optimize algorithms for complex engineering and scientific challenges.

👉 Learn more: bit.ly/3Yy6dXx

#InfoQ #AI #LLMs #Gemini
December 18, 2025 at 12:51 PM
💡 72% of orgs have adopted #AI - yet many are stuck in “𝑝𝑖𝑙𝑜𝑡 𝑝𝑢𝑟𝑔𝑎𝑡𝑜𝑟𝑦”.

It’s not just tech - it’s a flow problem. 𝐀𝐈 𝐢𝐬 𝐚 𝐟𝐨𝐫𝐜𝐞 𝐦𝐮𝐥𝐭𝐢𝐩𝐥𝐢𝐞𝐫: dysfunction just scales.

Shift to #FastFlow: ✅ Clear domain boundaries ✅ Engineered context

📖 bit.ly/48N1c3C

#SoftwareArchitecture #AIArchitecture
December 18, 2025 at 9:36 AM
#AIagents can boost productivity - but without safeguards, they also introduce real risk.

To prevent catastrophic failures, you must secure the ReAct loop with:
• Provenance
• Critics
• Scoped Tools
• Threat Modeling
• Bounded Autonomy

Dive deeper ⇨ bit.ly/4qcMUPt

#InfoQ #AIarchitecture
December 17, 2025 at 3:07 PM
Meet React Compiler 1.0 - a tool that automates optimization for React apps
⚡ Up to 12% faster loads
⚡ 2.5× quicker interactions

React Compiler 1.0 works with React & React Native - no code rewrites required. It is now fully production-ready!

Learn more: bit.ly/4aEiQrF

#React #Compilers
December 17, 2025 at 11:40 AM
Check out what’s new in the world of #Javabit.ly/3L2hRXE

The release of Spring Tools 5.0; milestone releases of Spring AI and Spring Shell; the December 2025 edition of the Payara Platform; point releases of Hibernate ORM and Spock Framework; Spring Framework, Micronaut; and more.

#InfoQ
December 17, 2025 at 8:40 AM
#Netflix has unveiled Upper, a unified domain modeling framework within its Unified Data Architecture - bringing consistent domain definitions across content engineering as Netflix scales into live events, games, ads, and global production.

📖 bit.ly/4qgEVkp

#InfoQ #SoftwareArchitecture
December 17, 2025 at 7:17 AM
In this #InfoQ #podcast, Will McGugan, creator of Textual & Rich, talks about why he built these libraries, lessons learned, and his new project Toad - a more visually engaging way to interact with agentic LLMs via the command line.

🎧 bit.ly/3KTGq9c

#SoftwareArchitecture #LLMs #AI
December 16, 2025 at 11:33 AM
Microsoft has outlined the major updates coming to #ASPNETCore as part of last month’s .NET 10 release.

This release brings significant improvements across:
⇨ Blazor
⇨ Minimal APIs
⇨ OpenAPI generation
⇨ Authentication
⇨ General framework performance

Learn more: bit.ly/4aimZRU

#InfoQ #DotNet
December 15, 2025 at 1:59 PM
Google Kubernetes Engine (GKE) successfully built & operated a Kubernetes cluster with 130,000 nodes - the largest publicly disclosed Kubernetes cluster to date.

Curious how they pulled it off?
Read the full breakdown on #InfoQ 👉 bit.ly/48YGgW8

#DevOps #Kubernetes #GoogleCloud #GKE #Clusters
December 15, 2025 at 10:56 AM
#OpenAI has released upgrades to the GPT-5 family!
• GPT-5.1 Instant offers improved instruction following
• GPT-5.1 Thinking is faster and gives more understandable responses
• GPT-5.1 Codex-Max is trained to use compaction to perform long-running tasks

bit.ly/48ZbRab

#AI #ChatGPT #InfoQ
December 15, 2025 at 9:29 AM
📺 #CaseStudy - #Netflix detailed the architecture that powers its global live streaming platform - cloud ingest, custom live origin, Open Connect delivery, and real-time recommendations for millions.

Explore the architecture: bit.ly/3XQuDva

#InfoQ #LowLatency #DistributedSystems #Streaming
December 12, 2025 at 11:01 AM