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Refcards Trend Reports
Events Video Library
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The Latest Monitoring and Observability Topics

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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
· 3,319 Views · 2 Likes
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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
· 3,541 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
· 2,399 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
· 3,092 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
· 3,512 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
· 5,156 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
· 2,441 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
· 2,579 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
· 2,630 Views · 2 Likes
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Implementing Budget Policies and Budget Limits on Databricks
This guide walks us through the steps to implement Budget policies and Budget Policy limits on Serverless Compute in Databricks to account cost in an effective approach.
August 29, 2025
by Prasath Chetty Pandurangan
· 4,926 Views · 1 Like
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Implementing Scalable IoT Architectures on Azure
Microsoft’s Azure IoT platform has emerged as a leading choice, powering innovative solutions across industries — from manufacturing floors to smart buildings.
August 27, 2025
by Bhimraj Ghadge
· 3,582 Views · 4 Likes
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Benchmarking Storage Performance (Latency, Throughput) Using Python
Benchmarking AWS S3 with Python reveals latency and throughput differences across storage classes, helping you balance speed, cost, and reliability.
August 26, 2025
by Arjun Mullick
· 6,912 Views · 2 Likes
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Zero-Latency Data Analytics for Modern PostgreSQL Applications
Learn in this article how to set up Amazon RDS for PostgreSQL zero-ETL integration with Amazon Redshift for near-real-time analytics using the AWS CLI.
August 26, 2025
by Harpreet Kaur Chawla
· 3,059 Views · 2 Likes
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Debugging Distributed ML Systems
My ML model misclassified groceries as entertainment. Distributed tracing with OpenTelemetry and Jaeger helped me quickly find a caching bug causing it.
August 25, 2025
by Ramya Boorugula
· 1,894 Views
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Orchestrating Complex Workflows With XState
Using XState to orchestrate backend workflows with serverless and container-based approaches and drawing performance comparisons.
August 25, 2025
by Abhiram Kandiraju
· 4,788 Views · 2 Likes
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Python Async/Sync: Advanced Blocking Detection and Best Practices (Part 2)
Master detecting hidden blocking sync code in Python async applications using timing wrappers, debug mode, profilers, and custom decorators for optimal performance.
August 22, 2025
by Prithviraj Kumar Dasari
· 5,251 Views · 5 Likes
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Securing Cloud Applications: Best Practices for Developers
Securing cloud applications requires IAM, encryption, API security, monitoring, DevSecOps, Zero Trust, compliance, and proactive threat detection.
August 21, 2025
by Bhanuprakash Madupati
· 54,086 Views · 9 Likes
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AI-Powered Root Cause Analysis: Introducing the Incident Investigator
Resolve cloud incidents faster with the AI Incident Investigator — an agent that finds the root cause of production issues and explains them in plain English.
August 21, 2025
by Marija Naumovska DZone Core CORE
· 3,181 Views · 3 Likes
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Filtering Java Stack Traces With MgntUtils Library
Long stack traces make debugging painful. MgntUtils offers a simple Java utility to filter irrelevant lines, letting you focus on what matters in your logs.
August 20, 2025
by Michael Gantman
· 3,934 Views · 4 Likes
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How to Architect a Compliant Cloud for Healthcare Clients (Azure Edition)
We share how we built a secure, compliant cloud on Azure for healthcare clients using native services like RBAC, CMK encryption, and policy enforcement.
August 15, 2025
by Kishore Thota
· 3,663 Views · 3 Likes
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