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The Latest Monitoring and Observability Topics

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Enable AWS Budget Notifications With SNS Using AWS CDK
Learn how to set up AWS Budget notifications with SNS using AWS CDK in TypeScript, including gotchas around IAM and KMS policies.
September 17, 2025
by Jeroen Reijn DZone Core CORE
· 2,764 Views · 2 Likes
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Building a Platform Abstraction for EKS Cluster Using Crossplane
Build Crossplane abstractions that let your devs request EKS clusters without writing infrastructure code. Create XRD and composition to hide details.
September 17, 2025
by Ramesh Sinha
· 4,029 Views · 2 Likes
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Mastering Fluent Bit: Top 3 Telemetry Pipeline Input Plugins for Developers (Part 6)
This intro to mastering Fluent Bit covers handy tips and tricks for speeding up the inner development loop when integrating telemetry pipelines.
September 17, 2025
by Eric D. Schabell DZone Core CORE
· 2,057 Views · 3 Likes
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How to Migrate from Java 8 to Java 17+ Using Amazon Q Developer
Learn how Amazon Q developer is speeding up application modernization and other benefits it offers to enterprises and developers
September 16, 2025
by Prabhakar Mishra
· 3,730 Views · 1 Like
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Multi-Agent (Multi-Function) Orchestration With AWS Step Functions
Learn about multi-agent (multi-function) orchestration with AWS step functions, which helps to orchestrate the different functionalities to work as a task.
September 16, 2025
by Prabhakar Mishra
· 2,830 Views
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Demystifying Kubernetes on AWS: A Comparative Analysis of Deployment Options
AWS offers six distinct Kubernetes deployment options. Your choice should align with your operational preferences, existing investments, and expertise.
September 12, 2025
by Aruun Kumar
· 2,877 Views · 2 Likes
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Optimizing Cost and Carbon Footprint With Smart Scaling on AWS: Part 2
Move beyond queue-length-based scaling and use custom metrics for granular control and build smart triggers for scaling.
September 11, 2025
by Varun Dixit
· 2,440 Views · 2 Likes
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Azure VM Instance Types and Their Roles in Different Distributed Software Systems
Azure provides various VM instance types optimized for compute, memory, storage, or GPU needs, such as Databricks, Snowflake, AKS, Synapse, and Azure Functions.
September 11, 2025
by Srinivasarao Rayankula
· 19,638 Views · 3 Likes
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Supercharging Your Chatbot With Context-Aware AI on AWS
Tired of chatbots that feel like scripts? Learn how to build a context-aware, AI-powered chatbot that remembers, responds, and scales as per need.
September 10, 2025
by Jyostna Seelam
· 5,273 Views
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How to Use Jenkins Effectively With ECS/EKS Cluster
Jenkins on AWS ECS/EKS boosts CI/CD with scalability, cost-efficiency, and automation, using AI-driven dynamic scaling, security, and monitoring
September 9, 2025
by Bibin Skaria
· 3,034 Views · 2 Likes
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Replacing LEADTOOLS Scanner With AWS Textract (Step-by-Step Migration)
LEADTOOLS is a scanning tool that needs to be migrated to the AWS Cloud using an equivalent service, such as AWS Textract, for real-time document scanning.
September 8, 2025
by Prabhakar Mishra
· 2,521 Views · 1 Like
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Building a Platform Abstraction for AWS Networks Using Crossplane
Build Crossplane abstractions that let your devs request AWS networks without writing infrastructure code. Create XRD and composition to hide details.
September 5, 2025
by Ramesh Sinha
· 3,075 Views · 1 Like
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Build a RAG Application With LangChain and Local LLMs Powered by Ollama
Learn how to run local LLMs with Ollama and Azure Cosmos DB for RAG, ensuring data privacy, offline use, and full control of your AI workflow.
September 5, 2025
by Abhishek Gupta DZone Core CORE
· 3,322 Views · 1 Like
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Engineering for Uptime: Observability, Testing, and the Road to Rock-Solid Back-End Services
Uptime isn’t luck — it’s engineered. Build it with observability, smart alerts, solid tests, and blameless operations. Reliable systems don’t need heroes.
September 4, 2025
by Aakanksha Aakanksha
· 2,216 Views · 3 Likes
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Developing a Nationwide Real-Time Telemetry Analytics Platform Using Google Cloud Platform and Apache Airflow
Designed a real-time telemetry analytics platform using GCP and Airflow to process 10TB+ daily data, reduce support escalations, and improve operational visibility.
September 3, 2025
by Sruthi Erra Hareram
· 2,929 Views · 2 Likes
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Observability for the Invisible: Tracing Message Drops in Kafka Pipelines
Kafka lag lies. Use Fluent Bit, OpenTelemetry, DLQs, and trace IDs to expose missing messages and harden observability in event-driven pipelines.
September 3, 2025
by Prakash Wagle
· 3,144 Views · 2 Likes
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Autonomous QA Testing With Playwright, LangGraph, and GPT-4o on AWS
In this article, learn to build a fully autonomous QA pipeline that writes, executes, and self-heals Playwright tests using LLMs.
September 2, 2025
by Rama Mallika Kadali
· 4,230 Views
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PII Leakage Detection and Measuring the Accuracy of Reports and Statements Using Machine Learning
Securing sensitive data and validating the correctness of reports and statements by checking for inconsistencies with machine learning capabilities.
September 2, 2025
by Malai Arasu Paneerselvam
· 2,218 Views · 4 Likes
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How to Use ALB as a Firewall in IBM Cloud
This article documents a simple approach on how you can implement outbound filtering capabilities in your VPC network by simply configuring your DNS and an ALB.
September 1, 2025
by Pari Biswas
· 2,344 Views · 1 Like
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From CloudWatch to Cost Watch: Cutting Observability Costs With Vector
Organizations must balance observability with cost, making scalable, cost-effective log pipelines essential for sustainable enterprise operations.
September 1, 2025
by Gaurav Mittal
· 2,345 Views · 2 Likes
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