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Culture and Methodologies
Agile Career Development Methodologies Team Management
Data Engineering
AI/ML Big Data Data Databases IoT
Software Design and Architecture
Cloud Architecture Containers Integration Microservices Performance Security
Coding
Frameworks Java JavaScript Languages Tools
Testing, Deployment, and Maintenance
Deployment DevOps and CI/CD Maintenance Monitoring and Observability Testing, Tools, and Frameworks

Generative AI has transformed nearly every industry. How can you leverage GenAI to improve your productivity and efficiency?

SBOMs are essential to circumventing software supply chain attacks, and they provide visibility into various software components.

The Latest Monitoring and Observability Topics

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Context Search With AWS Bedrock, Cohere Model, and Spring AI
In this article, learn how to build a simple Java application using Spring AI and Amazon Bedrock to generate and compare text embeddings with Cohere’s Embed Multilingual v3 model.
April 9, 2025
by Danil Temnikov DZone Core CORE
· 6,147 Views · 10 Likes
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Building Scalable and Efficient Architectures With ECS Serverless and Event-Driven Design
Learn how to build scalable and efficient architectures using ECS serverless and event-driven design by adopting serverless architecture.
April 9, 2025
by Bal Reddy Cherlapally
· 5,291 Views · 1 Like
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A Practical Guide to OpenTelemetry With Spring Boot Workloads
This tutorial demonstrates setting up OpenTelemetry with Spring Boot for observability, including metrics, traces, and logs, using tools like Grafana, Loki, and Tempo.
April 8, 2025
by Víctor Orozco
· 6,014 Views · 5 Likes
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AWS S3 Strategies for Scalable and Secure Data Lake Storage
Optimize your Amazon S3 data lake with strategic bucket configurations, data layers, encryption, and lifecycle policies for security, efficiency, and cost savings.
April 8, 2025
by Digvijay Waghela
· 5,146 Views
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Shift-Right Testing: Smart Automation Through AI and Observability
Shift-right testing uses AI and observability to validate software in production-like environments, helping uncover real-world issues post-release.
April 7, 2025
by Raghavender Vanam
· 2,748 Views · 1 Like
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Achieving Zero Trust and Air-Gapped IaC in IBM Cloud With Schematics
IBM Cloud Schematics enables secure, automated, and policy-driven IaC deployments in air-gapped environments by enforcing zero-trust principles.
April 4, 2025
by Josephine Eskaline Joyce DZone Core CORE
· 4,755 Views · 4 Likes
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Lessons from Migrating an Oracle Database to AWS RDS
Migrating an on-prem Oracle database to AWS RDS brings cost savings and automation but comes with performance tuning limits, upgrade challenges, and DBA restrictions.
April 2, 2025
by arvind toorpu DZone Core CORE
· 3,779 Views · 2 Likes
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AWS CloudTrail Monitoring Using Event-Driven Ansible
Automate AWS CloudTrail event responses with Event-Driven Ansible. Learn how to monitor EC2 actions and trigger workflows for security, compliance, and efficiency.
April 2, 2025
by Binoj Melath Nalinakshan Nair DZone Core CORE
· 5,524 Views · 6 Likes
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Building Scalable Data Lake Using AWS
Build a secure, scalable AWS data lake with S3, Glue, and Lake Formation, and learn key components, best practices, and analytics for optimized insights.
April 1, 2025
by Digvijay Waghela
· 3,753 Views · 3 Likes
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AWS WAF Classic vs WAFV2: Features and Migration Considerations
AWS WAFV2 is a major upgrade over WAF Classic, offering better scalability, flexibility, and automation. We'll also look at key migration considerations.
March 31, 2025
by Srinivas Chippagiri DZone Core CORE
· 4,793 Views · 2 Likes
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Using Terraform Moved Block to Refactor Resources
Terraform moved block, introduced in version 1.1.0, provides a straightforward way to refactor resources by explicitly mapping old resource addresses to new ones.
March 28, 2025
by Mariusz Michalowski
· 3,486 Views · 1 Like
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Building a Scalable ML Pipeline and API in AWS
This blog explains the architecture and design for building a scalable end-to-end ML pipeline using AWS for automated model execution, real-time data processing, and API.
March 28, 2025
by Dhanush Thirugnana
· 4,172 Views · 3 Likes
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Video Generation With Java: Leverage Nova and Amazon Bedrock
Learn how to generate videos using Amazon Nova on Amazon Bedrock with Java. This step-by-step guide covers AWS setup and Java code for video creation.
March 25, 2025
by Danil Temnikov DZone Core CORE
· 7,085 Views · 4 Likes
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Breaking AWS Lambda: Chaos Engineering for Serverless Devs
Our serverless system crashed from traffic surges. With chaos engineering, we purposely broke Lambda, tested failures with AWS FIS, and achieved 99% uptime, 30s MTTR!
March 24, 2025
by Bharath Kumar Reddy Janumpally
· 4,455 Views · 2 Likes
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Leverage Amazon BedRock Chat Model With Java and Spring AI
Learn to use Amazon Bedrock to build an app that sends text prompts to a model with Spring AI. This guide covers AWS setup, Spring AI config, and Bedrock integration.
March 24, 2025
by Danil Temnikov DZone Core CORE
· 7,813 Views · 5 Likes
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Graph API for Entra ID (Azure AD) Object Management
Graph REST API for effective administration of user identities, groups, and devices is essential for organizations of all sizes.
March 21, 2025
by Anant Wairagade
· 5,515 Views · 2 Likes
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Build Multimodal RAG Apps With Amazon Bedrock and OpenSearch
Deploying a scalable Multimodal RAG application using Amazon Bedrock for embeddings and language models, and Amazon OpenSearch as a vector store.
March 20, 2025
by Mahesh Vaijainthymala Krishnamoorthy
· 3,140 Views · 3 Likes
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AI-Powered Observability With OpenTelemetry and Prometheus
Learn how AI-driven observability transforms monitoring with proactive issue detection, smarter analysis, and seamless integration into modern IT systems.
March 19, 2025
by Vasanthi Govindaraj
· 6,052 Views · 1 Like
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AI-Driven Kubernetes Troubleshooting With DeepSeek and k8sgpt
Learn Kubernetes troubleshooting with k8sgpt and DeepSeek via Groq API. AI-powered SRE Copilot automates debugging, root cause analysis, and fixes.
March 19, 2025
by Rajesh Gheware DZone Core CORE
· 8,535 Views · 4 Likes
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Bridging Cloud and On-Premises Log Processing
This article emphasizes on the feasibility of ingesting logs from public cloud platforms into on-premises services by highlighting key points.
March 18, 2025
by Avinash Ibbandi
· 2,908 Views · 3 Likes
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