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The Latest Testing, Deployment, and Maintenance Topics

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Grafana Loki Fundamentals and Architecture
Grafana Loki is a scalable, cost-efficient log system for cloud-native environments. It uses minimal indexing, compressed storage, and LogQL for fast queries.
February 28, 2025
by Stelios Manioudakis, PhD DZone Core CORE
· 12,650 Views · 6 Likes
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Key Use Cases of the Event-Driven Ansible Webhook Module
The ansible.eda.webhook plugin automates workflows via webhooks, aiding CI/CD, incident response, config management, compliance, and cloud infrastructure.
February 28, 2025
by Binoj Melath Nalinakshan Nair DZone Core CORE
· 5,492 Views · 8 Likes
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The Tree of DevEx: Branching Out and Growing the Developer Experience [Infographic]
In this infographic, see how engineering teams are enhancing developer experience (DevEx) by investing in platform engineering, automation, and advocacy.
February 27, 2025
by DZone Editorial
· 6,095 Views · 4 Likes
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The Outbox Pattern: Reliable Messaging in Distributed Systems
The Outbox Pattern is a design pattern used in distributed systems to ensure reliable messaging across different services.
February 27, 2025
by Narendra Lakshmana gowda
· 6,483 Views · 5 Likes
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Cloud-Driven Analytics Solution Strategy in Healthcare
Detailed insights into compute resource management, cluster optimization, storage efficiency, and cost governance in cloud-based environments.
February 27, 2025
by Abrar Ahmed Syed
· 4,740 Views · 5 Likes
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Networking in DevOps: Your Beginner Guide
In this article, we'll cover some of the basics of DevOps networking: why it is so crucial and how you can use it to smooth out your processes.
February 27, 2025
by Rocky Sah
· 5,909 Views · 4 Likes
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A Platform-Agnostic Approach in Cloud Security
Learn a platform-agnostic approach to cloud security, focusing on encryption, zero-trust models, and tools to enhance security across multi-cloud environments.
February 26, 2025
by Natapong Sornprom
· 3,773 Views · 2 Likes
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10 Best Practices for Managing Kubernetes at Scale
We will discuss some of the best practices for managing distributed workloads on Kubernetes clusters to simplify deploying and managing containers.
February 26, 2025
by Srinivas Chippagiri DZone Core CORE
· 21,171 Views · 5 Likes
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Driving Developer Advocacy and Satisfaction: Developer Experience Initiatives Need Developer Advocacy to Be Successful
This article explores how developer advocacy enhances developer experience by reducing friction, improving processes, and fostering a supportive engineering culture.
February 26, 2025
by Mirco Hering DZone Core CORE
· 4,239 Views · 1 Like
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Spark Job Optimization
Spark jobs can be optimized to maximize resource utilization in a cluster, improving performance and reducing costs for large-scale data processing.
February 25, 2025
by Chandra Shekar r Chekuri
· 3,219 Views · 1 Like
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Protecting Critical Infrastructure From Ransomware
The article emphasizes enhancing critical infrastructure resilience against ransomware through comprehensive cybersecurity measures and collaborative strategies.
February 25, 2025
by Anirudh Khanna
· 3,862 Views · 2 Likes
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The Hidden Cost of Dirty Data in AI Development
Dirty data weakens AI, increases costs, introduces bias, and causes compliance risks. Strong data governance ensures reliable AI outcomes.
February 25, 2025
by Ilya Dudkin DZone Core CORE
· 3,957 Views · 3 Likes
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Redefining Developer Productivity: Balancing Data and Human Experience in Developer Success Measurements
This article explores developer productivity by examining the roles of developers, processes, and technology and emphasizes the need for both qualitative and quantitative measurement.
February 25, 2025
by Fawaz Ghali, PhD DZone Core CORE
· 5,261 Views · 7 Likes
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Simplifying Multi-LLM Integration With KubeMQ
Using a message broker as a router to handle requests between your apps and LLMs simplifies integration, improves reliability, and scales easily for AI-driven apps.
February 25, 2025
by John Vester DZone Core CORE
· 21,813 Views · 3 Likes
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Codify Your Cloud and Kubernetes With Crossplane and IaC
Crossplane enables Kubernetes-native IaC, letting platform engineers define custom APIs for provisioning, enforcing governance, and providing self-service infrastructure.
February 24, 2025
by Josephine Eskaline Joyce DZone Core CORE
· 5,719 Views · 5 Likes
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Use Azure Cosmos DB as a Docker Container in CI/CD Pipelines
Azure Cosmos DB Emulator simplifies local development by enabling testing without Azure costs. This example uses it as a service container for CI workflows.
February 24, 2025
by Abhishek Gupta DZone Core CORE
· 4,460 Views · 1 Like
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Mastering Redirects With Cloudflare Bulk Redirects
Cloudflare Bulk Redirects makes managing redirects simple and scalable outperforming manual methods like IIS Manager with its ease of use and global efficiency.
February 24, 2025
by Sai Sandeep Ogety DZone Core CORE
· 4,265 Views · 1 Like
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Deduplication of Videos Using Fingerprints, CLIP Embeddings
Video deduplication optimizes storage by removing duplicates using techniques like segmentation, embeddings, and clustering to manage massive datasets efficiently.
February 21, 2025
by Praneeth Reddy Vatti
· 6,759 Views · 5 Likes
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Terraform State File: Key Challenges and Solutions
Let's deep dive into the role of Terraform state files, their challenges like sensitive data and corruption, and effective solutions for secure infrastructure management.
February 21, 2025
by Padma Rama Divya Achanta
· 5,329 Views
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Why Platform Engineering Is Essential to DevEx: Understand the Relationship Between Platform Engineering and the Developer Experience
Explore how DevEx blazes the path for engineers to maintain control of their responsibilities and understand the impact of (AI) and automation.
February 21, 2025
by John Vester DZone Core CORE
· 23,814 Views · 1 Like
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