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The Latest Testing, Deployment, and Maintenance Topics

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2 Hidden Bottlenecks in Large-Scale Azure Migrations
Moving a massive on-premise system to the cloud isn't just about copying VMs. Here is how to overcome the two hidden performance killers.
January 28, 2026
by Dippu Kumar Singh
· 2,253 Views
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AI-Powered DevSecOps: Automating Security with Machine Learning Tools
AI-driven development is outpacing security teams. This piece examines where AI-powered security actually help, where they fail, and how teams can use them responsibly.
January 28, 2026
by Igboanugo David Ugochukwu DZone Core CORE
· 2,323 Views · 1 Like
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The Rise of Platform Engineering: How Internal Developer Platforms Are Replacing Traditional DevOps
Platform engineering replaces ticket-driven infrastructure with self-service developer platforms — now used by ~90% of organizations, per DORA.
January 27, 2026
by David Iyanu Jonathan
· 4,005 Views
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An Introduction to the Four Pillars of Observability
The blog introduces you to the four pillars of observability, AWS and Azure cloud-native services, and ROI to help in architects and engineer's quest for system clarity.
January 27, 2026
by Akash Lomas
· 1,661 Views
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Engineering Habits for Building Resilient Software
This article examines how integrating AI into the software development lifecycle (SDLC) is enabling teams to move from MVPs to large, resilient systems.
January 26, 2026
by Ammar Ekbote
· 1,309 Views · 2 Likes
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The Anatomy of an AI Agent and How to Build One With Docker Cagent
AI Agents perceive, reason, plan, and act autonomously using LLMs. This article breaks down the core components that power every agent and shows you how to build one.
January 26, 2026
by Siri Varma Vegiraju DZone Core CORE
· 2,357 Views · 1 Like
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Building Fault-Tolerant Data Pipelines in GCP
This article provides a practical guide to building a fault-tolerant Google Cloud data pipeline architecture with Firestore, Pub/Sub, Dataflow, and BigQuery.
January 26, 2026
by Krishnam Raju Narsepalle
· 1,277 Views
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Vibe Coding Part 3 — Building a Data Quality Framework in Scala and PySpark
How GenAI-assisted “vibe coding” can simplify building PySpark wrappers over Scala Spark libraries when you know what you’re doing.
January 23, 2026
by Bipin Patwardhan
· 1,366 Views · 2 Likes
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Securing AI/ML Workloads in the Cloud: Integrating DevSecOps with MLOps
ML systems introduce security risks most teams aren’t prepared for. The piece explores emerging ML-specific threats and what effective MLSecOps looks like in practice.
January 23, 2026
by Igboanugo David Ugochukwu DZone Core CORE
· 2,831 Views · 1 Like
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Docker Runtime Escape: Why Mounting docker.sock Is Worse Than Running Privileged Containers
Tested mounting docker.sock in a container. Five minutes later: full host root access, all secrets stolen, backdoors installed. Here's how.
January 23, 2026
by Shamsher Khan DZone Core CORE
· 1,846 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.
January 23, 2026
by Afroz Mohammad
· 2,133 Views · 1 Like
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The Future of AI Integration: Why Model Context Protocol Is the New API
A deep dive into how the Model Context Protocol (MCP) redefines AI interoperability by standardizing the way agents connect to tools and data sources.
January 23, 2026
by Padmanabham Venkiteela
· 1,465 Views
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Feature Flags and Safe Rollouts With Azure App Configuration for Large SPA Teams
Feature flags and safe rollouts with Azure App Configuration for large SPA teams, hands-on setup, core principles, TypeScript code for backend and frontend.
January 22, 2026
by Hanna Labushkina
· 1,863 Views
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Agentic AI with Bedrock and DynamoDB Integration
This article walks through how to build an Agentic AI customer service agent using Amazon Bedrock, DynamoDB, and AWS Lambda via Boto3.
January 22, 2026
by Balakumaran Sugumar
· 3,951 Views · 1 Like
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An Automated Inventory Pattern for Managing AWS EC2
Here is a practical automation pattern using Python, Boto3, and Pandas to visualize your AWS EC2 inventory without expensive SaaS tools.
January 21, 2026
by Dippu Kumar Singh
· 1,927 Views
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Where AI Fits and Fails in Workday Integrations
AI enhances Workday integrations by improving mapping, testing, and monitoring, but it fails when used without human oversight, domain expertise, and strong governance.
January 21, 2026
by Suresh Kurapati
· 2,712 Views · 1 Like
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MERGE and Liquid Clustering: Common Performance Issues
A practical look at common pitfalls and performance challenges when using MERGE operations on liquid-clustered Delta tables, and how to avoid them.
January 21, 2026
by Avi Yehuda
· 1,763 Views
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AI-Driven Autonomous CI/CD for Risk-Aware DevOps
AI-driven autonomous CI/CD pipelines enable risk-aware DevOps by predicting failures, reducing downtime, improving reliability, and lowering cognitive load for SREs.
January 21, 2026
by Oreoluwa Omoike
· 1,328 Views
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Docker Hardened Images for Container Security
Docker Hardened Images (DHI) let Docker handle base image security, so your team can focus on building features instead of chasing vulnerabilities.
January 20, 2026
by Siri Varma Vegiraju DZone Core CORE
· 2,579 Views · 2 Likes
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A Step-by-Step Guide to AWS Lambda Durable Functions
Build long-running workflows by separating orchestration from execution, persisting state, and using events or callbacks to pause and resume without holding compute.
January 20, 2026
by Lakshmi Narayana Rasalay
· 3,649 Views
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