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The Latest Microservices Topics

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Docker Secrets Management: From Development to Production
Why environment variables leak, how Docker Swarm secrets work, when to use HashiCorp Vault, and building a layered approach to secrets in production containers.
April 7, 2026
by Shamsher Khan DZone Core CORE
· 3,205 Views · 1 Like
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Spark on AmpereOne® M Arm Processors Reference Architecture
Deploy and tune Apache Spark on AmpereOne M, with setup steps, cluster configs, and benchmarks showing gains vs Ampere Altra in performance and efficiency.
April 6, 2026
by RamaKrishna Nishtala
· 3,367 Views · 2 Likes
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Engineering Agentic Workflows: Architecting Autonomous Multi-Agent Systems With MCP and LangGraph
As AI evolves from passive RAG pipelines to autonomous Agentic Workflows, developers must move beyond linear chains to cyclic, state-aware architectures.
April 6, 2026
by Vamshidhar Parupally
· 3,877 Views
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Hadoop on AmpereOne Reference Architecture
Hadoop on AmpereOne M shows improved throughput, scaling, and efficiency, with setup, tuning, and benchmark insights for optimizing big data workloads.
April 3, 2026
by RamaKrishna Nishtala
· 5,501 Views
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Mastering Azure Kubernetes Service: The Ultimate Guide to Scaling, Security, and Cost Optimization
Learn to optimize AKS with automated scaling, robust security policies, and cost-saving techniques for high-performance cloud clusters.
April 2, 2026
by Jubin Abhishek Soni DZone Core CORE
· 3,196 Views · 1 Like
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DocumentDB on Kubernetes
Securely connect to a MongoDB DocumentDB replica set in Kubernetes using mongosh with credentials retrieved dynamically from Kubernetes secrets for direct access.
April 1, 2026
by Abhishek Gupta DZone Core CORE
· 3,031 Views
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Kubernetes Autoscaling: What Breaks Under Real Traffic
Under real production traffic, Kubernetes autoscaling can struggle with delayed metrics, startup latency, and downstream pressure.
March 31, 2026
by Ankush Madaan
· 2,602 Views · 2 Likes
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Designing Production-Grade AI Tools: Why Architecture Matters More Than Models
Many AI tools fail in production not because of model quality, but due to architectural decisions around retries, cost control, observability, and multi-tenant safety.
March 31, 2026
by Aditya Gupta
· 1,603 Views · 1 Like
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Edge + GenAI: The Architecture Behind Instant Digital Experiences
Discover how GenAI at the edge unlocks real time digital experiences with low latency intelligence, responsive architecture, and next level customer engagement.
March 31, 2026
by Jyothsna devi
· 1,199 Views · 1 Like
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Scaling Kafka Consumers: Proxy vs. Client Library for High-Throughput Architectures
Scaling Apache Kafka consumption requires new patterns; proxy layers and client libraries offer practical solutions for high-throughput.
March 30, 2026
by Kai Wähner DZone Core CORE
· 1,457 Views · 3 Likes
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Migrating Legacy Microservices to Modern Java and TypeScript
Incremental strangler fig migration — containerize first, route traffic gradually, and validate with shadow mode testing.
March 30, 2026
by Venkata Sandeep Dhullipalla
· 2,601 Views
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Deploying Java applications on Arm64 with Kubernetes
Tuning Java on Kubernetes (Arm64): align CPU/memory limits with JVM, use container-aware settings, optimize placement, and leverage OS tuning for better performance.
March 30, 2026
by Dave Neary
· 1,978 Views · 1 Like
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Designing High-Concurrency Databricks Workloads Without Performance Degradation
Enable liquid clustering and auto-optimize by default. They handle layout, conflicts, and compaction automatically as workloads scale.
March 27, 2026
by Seshendranath Balla Venkata
· 4,024 Views · 3 Likes
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Engineering Capacity Plans for Load-Shedding in High-Demand Enterprise Apps
This article provides a practical approach to capacity planning and demonstrates load-shedding patterns for large-scale enterprise applications.
March 27, 2026
by Amit Kumar Padhy
· 1,819 Views
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MinIO AIStor and Ampere® Computing Reference Architecture for High-Performance AI Inference
MinIO AIStor delivers high-performance, scalable object storage for AI workloads with Ampere CPUs, optimized for inference, analytics, and cloud-native environments.
March 26, 2026
by Tinh Nguyen
· 2,494 Views · 1 Like
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When Kubernetes Says "All Green" But Your System Is Already Failing
Learn about how standard cluster observability misses the failure signals that matter most during real incidents, outages, and postmortems.
March 26, 2026
by Shamsher Khan DZone Core CORE
· 3,304 Views
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Retries Will Bankrupt You Before Any Attacker Gets the Chance
Bad retries turn minor failures into major outages and bigger bills. Resilience without limits, jitter, and idempotency is just expensive failure.
March 25, 2026
by David Iyanu Jonathan
· 1,244 Views
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Mastering Serverless Architecture: Event-Driven Design with Azure Functions and Cosmos DB
A comprehensive guide to building serverless event-driven systems using Azure Functions and Cosmos DB, featuring real-world patterns.
March 25, 2026
by Jubin Abhishek Soni DZone Core CORE
· 1,710 Views
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Robust Network Layer in Swift via Clean Architecture Approach
In this article, learn how to build a highly testable and robust network layer in Swift using a Clean Architecture approach.
March 24, 2026
by Pavel Andreev
· 1,311 Views · 2 Likes
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From 13,000 to 20,000+ Endpoints: Architecting Forensics for the Remote Workforce
Scale enterprise forensics by abandoning full-disk images in favor of automated, surgical artifact collection via EDR and cloud storage.
March 23, 2026
by Rahul Karne
· 9,843 Views
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