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The Latest Testing, Deployment, and Maintenance Topics

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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
· 4,019 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
· 5,392 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
· 21,882 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
· 5,784 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
· 4,551 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
· 4,582 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
· 6,869 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
· 5,392 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
· 23,927 Views · 1 Like
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Implementing SOLID Principles in Android Development
SOLID principles guide Android developers in crafting scalable, maintainable, and testable apps by ensuring clear architecture, modularity, and clean abstractions.
February 20, 2025
by Farhana Haque
· 4,233 Views
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Kata Containers: From Kubernetes Pods to Secure VMs
Kata containers bridge the gap between Kubernetes pods and secure VMs, offering enhanced isolation without sacrificing performance.
February 20, 2025
by Anilkumar Mallakkanavar
· 8,671 Views · 1 Like
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Scaling Image Deduplication: Finding Needles in a Haystack
Learn to efficiently deduplicate 100M+ images using distributed architectures, embeddings, FAISS for ANN search, and clustering to ensure accurate results.
February 20, 2025
by Praneeth Reddy Vatti
· 5,870 Views · 3 Likes
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How to Enable Sybil Resistance in Your dApps on Avalanche
This article explains how to use Biomapper SDK, an open-source GitHub tool to enable private Sybil resistance in your smart contracts and dApps.
February 19, 2025
by Shahmeer Khan
· 2,819 Views · 1 Like
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How to Use Terraform Import Block for Importing Resources
With Terraform 1.5 and later, you can use the import block to manage the import of resources directly in your configuration.
February 19, 2025
by Mariusz Michalowski
· 5,161 Views · 2 Likes
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Build Scalable GenAI Applications in the Cloud: From Data Preparation to Deployment
Learn key considerations around data preparation, model fine-tuning, deployment strategies, and ethical AI to prepare you to build scalable GenAI applications.
February 19, 2025
by Aravind Nuthalapati DZone Core CORE
· 31,314 Views · 2 Likes
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Observability and DevTool Platforms for AI Agents
Check the platforms that provide developers with powerful tools to monitor, debug, and optimize AI agents, ensuring their reliability, efficiency, and scalability.
February 19, 2025
by Vidyasagar (Sarath Chandra) Machupalli FBCS DZone Core CORE
· 16,747 Views · 5 Likes
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Streamline Microservices Development With Dapr and Amazon EKS
Learn how the combination of Dapr and Amazon EKS accelerates development, enhances applications' resilience, and improves scalability.
February 19, 2025
by Jatinder Singh
· 7,055 Views
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Building Intelligent Microservices With Go and AWS AI Services
The development of intelligent applications has seen exponential growth since the convergence of Microservices architecture and cloud-based AI services.
February 18, 2025
by Sairamakrishna BuchiReddy Karri
· 4,940 Views · 2 Likes
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Implement Amazon S3 Cross-Region Replication With Terraform
Learn how to configure Amazon S3 Cross-Region Replication using Terraform to automate and streamline data redundancy, compliance, and disaster recovery setups.
February 18, 2025
by Srinivas Chippagiri DZone Core CORE
· 19,028 Views · 1 Like
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Container Checkpointing in Kubernetes With a Custom API
This article discusses using a Kubernetes sidecar for container checkpointing: build, push, deploy to K8s, and trigger checkpoints via API for state management.
February 18, 2025
by VARUNREDDY DEVIREDDY
· 5,897 Views · 1 Like
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