🎉 New Trend Report: “Cloud-Native Foundations”

Download free here 👉 dzone.com/link/2026-tr-c…

Cloud-native success means managing complexity without sacrificing cost, reliability, or developer experience. See what it takes →

dzone.com/link/2026-tr-c…

#CloudNative #Kubernetes

How do you migrate 900+ GB of #Prometheus data to #VictoriaMetrics without a weekend cutover or major disruption? 🤔

The approach: Remove unused time series first, dual-write for months, and migrate gradually.

See how it was done on DZone 👇
dzone.com/articles/prome…

Need to detect patterns across events as they happen?

#ApacheFlink's CEP capabilities can help, but they're not always the right fit. Learn how #CEP works, when to use it, and what production implementation involves.

🔗 dzone.com/articles/compl…

A single service failure shouldn't bring down your entire application. So, how do you keep partial failures from spreading across distributed systems?
dzone.com/articles/conta…

#FaultTolerance #SiteReliabilityEngineering

Building AI agents with Google Cloud? How are you keeping track of token usage, runtime activity, and overall performance?

See how #CloudTrace, #CloudLogging, and #CloudMonitoring can help you get better visibility into your agents.
dzone.com/articles/monit…

#GeminiEnterprise

You've implemented #postquantum TLS at your public edge. But what about the rest of your infrastructure?

Cloud APIs and microservices require protection beyond external connections. Here's why verifying #TLS across every connection matters👇
dzone.com/articles/post-…

Can you update Kubernetes Secrets and #ConfigMaps without restarting your pods? 🤔

Learn how mamori uses native Kubernetes informers to detect configuration changes and reconcile them directly into running Go applications.
dzone.com/articles/hot-r…

#HotReloading #PodRestarts

How can you make #AIgenerateddesigns more predictable and reliable? 🤖

Explore #boundedgeneration, an alternative AI reference architecture that constrains possible outputs from the start, rather than leaving generation open-ended.

🔗 dzone.com/articles/const…

#Kotlin vs. #Java: Which makes more sense for enterprise development?

The decision goes beyond language preference. Explore how to evaluate business value and account for the productivity J-curve before making the switch.

🔗dzone.com/articles/kotli…

How do you secure a GenAI application against prompt injection, PII exposure, and unsafe outputs? 🔐

Explore how to build a FastAPI security gateway with RAG👀

🔗dzone.com/articles/genai…

#GenAI #AISecurity

Keeping data consistent across Java microservices isn't always straightforward.

So, how do you decide what belongs in a single transaction and what doesn't? 🤔
dzone.com/articles/where…

#Microservices

How do you secure AI agents before deploying them to production? 🔐

Explore 5 essential identity patterns for AI agents, from scoped permissions and short-lived credentials to tool-level authorization and traceability.

Read more on DZone 👇
dzone.com/articles/ai-ag…

#production

Are your data pipelines ready for a regulatory audit?

Learn how to engineer audit-ready data pipelines using immutable records, end-to-end data lineage, reconciliation, and human approval checkpoints.

🔗 dzone.com/articles/engin…

#DataIntegrity #RegulatoryReporting

What happens when Java virtual threads hit production workloads?

Explore three limits developers need to understand: admission control, lock scope, and task cancellation (with runnable examples to help you test each😉)
dzone.com/articles/java-…

#Javavirtualthreads

Does a 200 OK response mean your API successfully completed a transaction? Not always⚠️

Failed CRM or ERP updates can go undetected. Learn how to build MuleSoft APIs that accurately report completed, pending, and failed business outcomes.
dzone.com/articles/dange…

#MuleSoft

Want to try Kotlin without rewriting your Java or Spring Boot application? ☕

Learn how to use Kotlin for testing with #JUnit, #MockK, and #Kotest ...without changing your production code.

🔗 dzone.com/articles/kotli…

#KotlinTesting #SpringBoot

Can AI agents interact directly with desktop applications?

Explore how Model Context Protocol (MCP) can make everyday productivity apps accessible to external AI agents, using #Diptych as an example.

🔗 dzone.com/articles/mcp-d…

#MCP #AIAgents

How can Go developers simplify AI model routing, manage API costs, and improve observability?

#OwlVigil's new open-source Go SDK brings AI gateway integration, access control, and cost management into focus.

Explore the SDK on DZone 👇
dzone.com/articles/owlvi…
#OpenSource

@abhi_tweeter
Igboanugo David Ugochukwu
Naga Santhosh Reddy Vootukuri

Partners:
@nutanix
@signadot
@Veeam

Link to Report 👉 dzone.com/link/2026-tr-c…

Grateful to see "Kubernetes Says Ready. Your LLM Still Isn't." featured in DZone's Cloud reading list.
dzone.com/articles/kuber… via @DZoneInc