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The Latest Monitoring and Observability Topics

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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
· 3,836 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
· 2,107 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
· 2,276 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
· 2,255 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
· 3,884 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
· 3,192 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
· 6,110 Views · 1 Like
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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
· 2,725 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
· 1,656 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
· 4,310 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
· 4,575 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
· 53,749 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
· 2,899 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
· 3,433 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
· 3,359 Views · 3 Likes
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Amazon EMRFS vs HDFS: Which One Is Right for Your Big Data Needs?
Unlock the potential of your data strategy. Discover how EMRFS and HDFS can optimize big data processing on Amazon EMR. Make an informed choice for success.
August 15, 2025
by Satrajit Basu DZone Core CORE
· 2,909 Views · 2 Likes
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Scheduler-Agent-Supervisor Pattern: Reliable Task Orchestration in Distributed Systems
The Scheduler-Agent-Supervisor (SAS) pattern enables scalable, resilient, and maintainable distributed task execution through clear role separation.
August 13, 2025
by Arun Kumar Rajamandrapu
· 2,679 Views · 3 Likes
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Creating Serverless Applications With AWS Lambda: A Step-by-Step Guide
Learn to build scalable, cost-efficient serverless applications with AWS Lambda through this detailed, step-by-step guide.
August 13, 2025
by Bhanuprakash Madupati
· 73,792 Views · 17 Likes
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Mastering Fluent Bit: Developer Guide to Service Section Configuration (Part 5)
This intro to mastering Fluent Bit covers handy tips and tricks for speeding up the inner development loop when integrating telemetry pipelines.
August 6, 2025
by Eric D. Schabell DZone Core CORE
· 1,607 Views · 3 Likes
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AI/ML for Engineering Managers: Enhancing Productivity and Quality in Fintech
Learn practical strategies, real-world results, and key considerations for successful AI integration and improve on boosting your engineering metrics.
August 5, 2025
by Purushottam Raj
· 1,664 Views · 3 Likes
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