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The Latest Cloud Architecture Topics

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When Kubernetes Forgets: The 90-Second Evidence Gap
Kubernetes heals too fast, losing diagnostic context. Engineers reconstruct incidents manually. Time-bounded queries, correlation, and intent tracking preserve evidence.
February 18, 2026
by Shamsher Khan DZone Core CORE
· 2,438 Views · 2 Likes
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Design and Implementation of Cloud-Native Microservice Architectures for Scalable Insurance Analytics Platforms
How cloud-native microservices transform insurance analytics by enabling scalability, real-time processing, and seamless modernization of legacy platforms.
February 17, 2026
by Afroz Mohammed
· 1,786 Views
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Leading Through the Chaos of Large-Scale Cloud Operations: 7 Best Practices
Following operational hygiene and best practices when handling large-scale incidents is critical to mitigating the impact faster and in a safe way.
February 17, 2026
by Venkat Maithreya Paritala
· 1,240 Views
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Serverless Is Not Cheaper by Default
A clear-eyed breakdown of serverless costs — why they’re hidden, when they make sense, and how to choose between functions and containers before surprises hit your bill.
February 13, 2026
by David Iyanu Jonathan
· 2,218 Views · 1 Like
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A Developer-Centric Cloud Architecture Framework (DCAF) for Enterprise Platforms
Developer-Centric Cloud Architecture Framework (DCAF) introduces a platform architecture framework that codifies architectural intent through meaningful invariants.
February 12, 2026
by Chandrasekhar Rao Katru
· 2,812 Views · 6 Likes
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Backing Up Azure Infrastructure with Python and Aztfexport
We treat code as a first-class citizen, but our actual cloud state often drifts. Here’s how to build a Python-based “Time Machine” for Azure.
February 12, 2026
by Dippu Kumar Singh
· 1,438 Views
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The AI Firewall: Using Local Small Language Models (SLMs) to Scrub PII Before Cloud Processing
Learn how to run small language models locally as an AI firewall to detect and scrub PII from data before sending it to cloud AI services.
February 10, 2026
by Rambabu Bandam
· 3,050 Views
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OCI Images as Kubernetes Volumes: A New Era for Data Management
A new volume type has recently joined the Kubernetes ecosystem: the image volume. This feature promises to change how we manage static data and configurations.
February 10, 2026
by Manuel Morejón
· 1,765 Views
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Designing a Real-Time Data Activation Platform Using Segment CDP, Databricks, and Iterable
We rebuilt a failing activation stack as a governed platform using Segment, Databricks, and Iterable, reducing incidents and enabling safer self-service.
February 10, 2026
by Shweta Puri
· 667 Views
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Query-Aware Retrieval Routing for Analytics on AWS: When to Use Redshift, OpenSearch, Neptune, or Cache
Use a query router for LLM analytics — Redshift (KPIs), OpenSearch (definition), Neptune (lineage), and Cache (repeats) — to improve accuracy, latency, and costs.
February 10, 2026
by Anusha Kovi DZone Core CORE
· 1,019 Views · 1 Like
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Secure Multi-Tenant GPU-as-a-Service on Kubernetes: Architecture, Isolation, and Reliability at Scale
GPU-as-a-Service makes it easier to share accelerators, but it also raises concerns about isolation and security. This introduces a secure Kubernetes architecture.
February 10, 2026
by Harvendra Singh
· 1,635 Views
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The New Testing Pattern: Standardizing Regression for Cloud Migrations
Migrating legacy monolithic systems to the cloud is risky. Here is a proven pattern for automating regression testing at scale by replaying production traffic.
February 9, 2026
by Dippu Kumar Singh
· 872 Views
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Distributed Systems and Cloud Efficiency: A Deep Dive
Cloud cost is a distributed systems failure mode. This article explains how to make it observable, prevent waste, and manage spend as an operational metric.
February 9, 2026
by David Iyanu Jonathan
· 701 Views
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Building a Self-Healing Observability System with AWS Bedrock AgentCore
This article explains how to build a self-healing observability system with AWS Bedrock AgentCore using AI agents to analyze and remediate infrastructure issues.
February 9, 2026
by Lakshmi Narayana Rasalay
· 1,561 Views
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Model Context Protocol Vs Agent2Agent: Practical Integration with Enterprise Data
MCP is production-ready for LLM-to-tool integration; A2A enables emerging multi-agent collaboration. They complement, not compete, and neither replaces Spark or Airflow.
February 9, 2026
by Ram Ghadiyaram DZone Core CORE
· 1,445 Views · 1 Like
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The Real Cost of DevOps Backup Scripts
Backup scripts are one way to protect data, but are they the most secure backup solution? Let’s explore the potential alternatives.
February 6, 2026
by Milosz Jesis
· 627 Views
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ITSM Uncovered: How IT Teams Keep Businesses Running Smoothly
Modern ITSM is evolving from ticket-based incident handling into intelligent, automated resilience for cloud-native systems.
February 6, 2026
by Akshay Pratinav
· 1,577 Views · 1 Like
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When Your Cloud Bill Becomes an Outage
A deep dive into cost-aware reliability engineering, exposing how autoscaling, retries, and serverless systems can cause financial outages.
February 5, 2026
by David Iyanu Jonathan
· 424 Views
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Rate Limiting Beyond “N Requests/sec”: Adaptive Throttling for Spiky Workloads (Spring Cloud Gateway)
Build smarter Spring Cloud Gateway throttling — fair per-client limits, a global cap, and adaptive tuning — to survive spikes without meltdowns.
February 4, 2026
by Varun Pandey
· 1,271 Views · 1 Like
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Automating Lift-and-Shift Migration at Scale
Moving 100+ servers to the cloud manually is a recipe for disaster. Here is an architectural pattern for building an automated Migration Factory.
February 4, 2026
by Dippu Kumar Singh
· 673 Views
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