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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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Explore how #RetrievalAugmentedGeneration & #SemanticCaching can reduce #FalsePositives in AI-powered apps.

Insights come from a production-grade #CaseStudy testing 1,000 queries across 7 bi-encoder models.

📰 Read now: bit.ly/3XtLrrz

#AI #LLMs #RAG #VectorDatabases #Infrastructure
November 14, 2025 at 1:49 PM
Unlock precision in GenAI by moving beyond traditional #RAG#AgenticRAG.

In this #InfoQ video, @adipolak.bsky.social dives into Agentic RAG architectures, emergent agent design patterns, and the crucial feedback loops (including LLM-as-a-judge) that drive continuous refinement.

▶️ bit.ly/47XWDS8
November 14, 2025 at 11:33 AM
Check out what’s new in the world of #Java 👉 bit.ly/4i3Ftr0

A new Jakarta AI specification; the fourteenth milestone release of GlassFish 8.0; second release candidates of Spring Boot 4.0, Spring for GraphQL 2.0 and Spring Batch 6.0; the release of Infinispan 16.0; and Open Liberty.

#InfoQ
November 14, 2025 at 9:22 AM
#ReverseProxies live at the busiest, most fragile point in modern infrastructure.

⇨The real lessons❓ Hidden costs, mundane failures, human factors at scale.
⇨ The solutions❓ Keep the common path lean. Validate assumptions. Design for humans under stress.

🔗 #InfoQ article: bit.ly/4pckQeI

#DevOps
November 13, 2025 at 3:02 PM
Apple launched Embedding Atlas - an #opensource tool to visualize & explore large-scale embeddings interactively.

No backend infrastructure, no external data uploads - just fast, intuitive analysis of complex, high-dimensional data.

Learn more: bit.ly/4oDNXra

#InfoQ #AI #Apple
November 13, 2025 at 11:43 AM
Big news! #OpenJDK can now build and run on iOS & Android as native binaries - making it possible to run unmodified Java code directly on mobile devices.

Read more on #InfoQbit.ly/4nZdEBv

#Java #iOS #Android #SoftwareDevelopment
November 13, 2025 at 9:09 AM
Great platforms feel magical - they hide complexity behind an intuitive experience, operating so seamlessly that users never have to think about the underlying infrastructure.

🔗 Matthew Liste shares lessons from 20+ years of building mission-critical platforms: bit.ly/480XzWa

#DevOps #SRE #InfoQ
November 12, 2025 at 2:34 PM
Busy week in the #OpenJDK ecosystem! Check out the key updates:
• 3 JEPs elevated to Targeted
• 3 JEPs elevated to Proposed to Target for JDK 26
• The proposed release schedule for JDK 26 has also been finalized.

Read the details here: 🔗 bit.ly/3JYGdkz

#Java #JEP #JDK26 #InfoQ
November 12, 2025 at 11:40 AM
𝐒𝐨𝐟𝐭𝐰𝐚𝐫𝐞 𝐟𝐚𝐢𝐥𝐮𝐫𝐞 𝐢𝐬 𝐢𝐧𝐞𝐯𝐢𝐭𝐚𝐛𝐥𝐞, but fostering an organizational culture that 𝐬𝐞𝐞𝐤𝐬 𝐭𝐫𝐮𝐭𝐡 𝐫𝐚𝐭𝐡𝐞𝐫 𝐭𝐡𝐚𝐧 𝐛𝐥𝐚𝐦𝐞 is what leads to resilient systems.

Learn:
• How to evolve software after a failure
• How to build resilience by modeling transient states using events & workflows

🔗 bit.ly/4oMhJdi

#InfoQ
November 12, 2025 at 8:18 AM
#AWS Capabilities by Region is a new planning tool that gives architects, platform engineers & developers deep visibility into AWS services, features, and resources across all regions.

You can compare AWS services interactively, and plan deployments efficiently.

🔗 bit.ly/43njl4K

#DevOps #InfoQ
November 11, 2025 at 12:27 PM
Reposted by InfoQ
#Cloudflare recently announced Merkle Tree Certificates (MTCs), a proposal brought to the Internet Engineering Task Force (IETF) that fundamentally redesigns the #WebPKI to enable a performance-neutral transition to Post-Quantum (PQ) cryptography. #infoq www.infoq.com/news/2025/11...
Cloudflare Proposes Merkle Tree Certificates to Solve Post-Quantum TLS Performance Issue
Cloudflare's innovative Merkle Tree Certificates (MTCs) revolutionize WebPKI, enabling a seamless transition to Post-Quantum (PQ) cryptography without performance penalties. By minimizing TLS handshak...
www.infoq.com
November 11, 2025 at 10:13 AM
#AgentHQ is a new feature that enables devs to create & deploy #AIagents directly within #GitHub ’s development environment.

The feature expands the company’s ongoing efforts to integrate AI into the software development lifecycle, building on previous Copilot releases.

🔍 bit.ly/4oAcX2M

#InfoQ
November 11, 2025 at 9:02 AM
Discover how API mocking & simulation can solve microservice decoupling & productivity challenges at scale.

Learn how #Observability, #ContractTesting, and #GenAI can act as guardrails for more resilient systems.

🎥 Watch the #InfoQ video: bit.ly/497wbYC

#Microservices #Monitoring #Mocking
November 11, 2025 at 7:09 AM
#Redis has issued a security advisory for CVE-2025-49844, a critical (CVSS 10.0) use-after-free vulnerability affecting Lua scripting.

This flaw could allow authenticated attackers to execute remote code on older versions of Redis & Valkey with Lua scripting enabled.

🔍 bit.ly/4hUWuDG

#Security
November 10, 2025 at 1:07 PM
TanStack Start v1 is here!

The new release brings production-ready capabilities, including:
⇨ Server-Side Rendering (SSR)
⇨ Streaming Hydration
⇨ Server Functions
⇨ Type-Safe APIs

👉 Learn more: bit.ly/3XjePAG

#InfoQ #WebDevelopment #React #TypeScript
November 10, 2025 at 10:52 AM
#ApacheGrails 7.0.0 is here with key updates and notable changes!

Highlights include:
• Option to disable Micronaut auto-configuration via the Grails plugin
• Improved reproducibility with implementations of GORM services
• Temporary removal of GORM for Neo4J

Learn more: bit.ly/4nMmiTZ

#Java
November 7, 2025 at 9:10 AM
#GenAI demands a new mindset:
✅ Move beyond the binary “works vs. doesn’t work”
✅ Accept the spectrum of right & wrong in #ML

#LLMs are black boxes; debugging failures like old code is a dead end. The key is LLM Testing, or "evals".

🎧 #InfoQ #podcastbit.ly/43Qp3w9

#AI #SoftwareDevelopment
November 7, 2025 at 7:23 AM
Building powerful #TextToVideo generation models is impossible without a solid, high-quality dataset.

Demand for video content is skyrocketing and the need for better data is growing fast.

This #InfoQ article helps us understand this process: bit.ly/4nCGurj

#AI #VisualLanguageModel #LLMs
November 6, 2025 at 2:32 PM
Meet Voices – an #opensource #TextToSpeech project built for #Java 17+; with no external APIs or manually installed software required.

Audio files can be generated for various languages based on dictionaries / OpenVoice.

#InfoQ sat down w/ Henry Coles to dive into the tech behind it bit.ly/4os6zuo
November 6, 2025 at 11:49 AM
Building resilient systems isn’t about fixing what’s broken - it’s about asking the right questions.

Adopt the #SRE mindset: one grounded in curiosity, collaboration, & treating failure as a signal, not an enemy.

You’ll never see “human error” or the “Five Whys” the same way again.

bit.ly/4nCkBs9
November 6, 2025 at 9:06 AM
Check out what’s new in the world of #Javabit.ly/4oYRnEX

OpenJDK JEPs proposed to target for JDK 26; release candidates of Spring Framework 7.0 and Spring Data; point releases of Quarkus, JReleaser, Seed4J and Gradle; and an update from Jakarta EE 12.

#InfoQ
November 6, 2025 at 6:41 AM
Climbing beyond Senior level is about Influence, Strategic Thinking, and Organizational Leverage, not just harder technical problems.

@suhailpatel.bsky.social shares his playbook for turning "non-core" #IndividualContributor activities into massive impact.

🎥 bit.ly/3Xcz6YF

#InfoQ #CareerGrowth
November 5, 2025 at 11:23 AM
Meta introduces #OpenZL and revolutionizes data compression!

With its universal decompressor and custom compression plans, it simplifies operational deployment while achieving superior compression ratios & speeds.

🔍Explore the details: bit.ly/4nFTbRY

#InfoQ #DataAnalysis #DataStorage #Performance
November 5, 2025 at 9:03 AM
Anthropic has expanded the availability of Claude Code, its AI-powered development environment!

Now available on both web & mobile, developers can run and manage coding tasks directly in a browser or on mobile devices.

🔗 Learn more: bit.ly/43b5Cy2

#AI #InfoQ #WebBrowser #SoftwareDevelopment
November 5, 2025 at 6:51 AM
#Netflix has introduced a #WriteAheadLog system to boost the resilience of its data platform.

It prevents:
• Data loss
• Replication system entropy
• Multi-partition failures
• Data corruption
...ensuring consistency & recoverability even during unexpected outages.

🔗 bit.ly/3LJb0lK

#InfoQ
November 4, 2025 at 1:14 PM