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The Latest Microservices Topics

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Faster Releases With DevOps: Java Microservices and Angular UI in CI/CD
Jenkins automates build, containerizes, and deploys to AWS on every Git commit across Java microservices and Angular apps.
April 14, 2026
by Kavitha Thiyagarajan
· 2,707 Views
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Beyond Request-Response: Architecting Stateful Agentic Chatbots with the Command and State Patterns
Building chatbots with monolithic webhooks leads to messy if/else chains that are hard to maintain and scale. Use the Command Pattern and the State Pattern.
April 13, 2026
by Iyanuoluwa Ajao
· 2,745 Views · 3 Likes
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Intent-Driven AI Frontends: AI Assistance to Enterprise Angular Architecture
An Angular application assisted by AI can convert natural language requests into data queries while maintaining complete control over execution and governance.
April 9, 2026
by Lavi Kumar
· 3,482 Views · 1 Like
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Designing Docling Studio: Key Architecture Decisions
Architecture decisions behind Docling Studio: a visual inspection layer for Docling. From dual-engine design to Docker packaging.
April 9, 2026
by Pier-Jean MALANDRINO DZone Core CORE
· 3,326 Views · 1 Like
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Why Queues Don’t Fix Scaling Problems
Queues absorb spikes but not sustained overload. Without backpressure, limits, and monitoring, backlogs grow until systems fail.
April 8, 2026
by David Iyanu Jonathan
· 3,450 Views · 2 Likes
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Enterprise Java Applications: A Practical Guide to Securing Enterprise Applications with a Risk-Driven Architecture
A risk-driven security architecture for enterprise Java-based applications, which prioritizes security controls according to the impact of the risk.
April 8, 2026
by Sravan Reddy Kathi
· 3,848 Views · 2 Likes
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Ensuring Data Consistency in Distributed Systems With the Transactional Outbox Pattern
Ensure data consistency during dual-writes by saving outgoing events to the database alongside primary data, then using a worker to relay them to a message broker.
April 7, 2026
by Henry Yu
· 3,475 Views · 2 Likes
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Run AI Agents Safely With Docker Sandboxes: A Complete Walkthrough
A full walkthrough of how to set up Docker sandboxes on a local machine and how to run AI agents safely in YOLO mode without corrupting the host environment.
April 7, 2026
by Naga Santhosh Reddy Vootukuri DZone Core CORE
· 6,466 Views · 3 Likes
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TOP-5 Lightweight Linux Distributions for Container Base Images
Choosing a base Linux image for containers is not just about the size. It is also about licensing, compatibility, update cadence, security posture, and support options.
April 7, 2026
by Catherine Edelveis
· 4,559 Views · 4 Likes
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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
· 3,151 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
· 3,302 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
· 3,634 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
· 5,434 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
· 2,967 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
· 2,990 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
· 2,534 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
· 1,554 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
· 1,174 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
· 1,392 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
· 2,537 Views
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