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Recent posts in Monitoring and Observability on DZone.com

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Site URL: dzone.com/monitoring-and-observability

Feed URL: feeds.dzone.com/monitoring-and-observability

Posts: 12

Followers: 1

Architecting Autonomous Agents: A Deep Dive into Azure AI Foundry Agent Service

Published: April 27, 2026 14:00

The landscape of Generative AI is shifting rapidly from simple chat interfaces to autonomous agents. While large language models (LLMs) provide the reasoning engine, agents provide the hands and feet — the ability to interact with tools, query databases,…

AWS vs GCP Security: Best Practices for Protecting Infrastructure, Data, and Networks

Published: April 24, 2026 14:00

How would you comprehensively analyze and propose solutions for system, network, and infrastructure security issues on GCP and AWS, considering native and third-party cloud security services, focusing on preventing unauthorized access, securing data…

Observability on the Edge With OTel and FluentBit

Published: April 23, 2026 15:30

When we design observability pipelines for modern cloud environments, we implicitly rely on a set of luxurious guarantees: limitless bandwidth, highly available networks, practically infinite storage, and abundant computing power. But when you move these…

The Pod Prometheus Never Saw: Kubernetes' Sampling Blind Spot

Published: April 23, 2026 13:30

The Fix That Doesn't Fix It Reducing your Prometheus scrape interval from 15 seconds to 5 seconds does not fix the sampling blind spot. It moves it. Any pod whose entire lifetime falls within one 5-second scrape gap is still structurally invisible — not…

Revolutionizing Scaled Agile Frameworks with AI, MuleSoft, and AWS: An Insider’s Perspective

Published: April 22, 2026 20:00

This article explores how AI, MuleSoft, and AWS can transform Scaled Agile Frameworks (SAFe). It delves into using AI to automate Agile metrics and integrate with MuleSoft for efficient cross-industry applications. The piece also highlights AI's role in…

AWS Bedrock: The Future of Enterprise AI

Published: April 21, 2026 20:00

Generative AI has moved from experimental prototypes to production‑grade systems in a remarkably short time. Yet for most engineering teams, the challenge isn’t building a model — it’s deploying AI responsibly inside an enterprise environment. Issues like…

Seeing the Whole System: Why OpenTelemetry Is Ending the Era of Fragmented Visibility

Published: April 16, 2026 16:00

The incident had been running for forty-seven minutes when I watched the on-call engineer open his sixth browser tab. Grafana for the infrastructure metrics. Splunk for the application logs. A separate Jaeger instance — legacy, running on a server that was…

Tracking Dependencies Beyond the Build Stage

Published: April 9, 2026 14:00

When working on modern software, a developer will often use hundreds or thousands of dependencies. Кeeping an accurate and consistent bill of materials is essential for license compliance and for security. Motivation In a large organization, the scope of…

Unlocking the Potential: Integrating AI-Driven Insights with MuleSoft and AWS for Scalable Enterprise Solutions

Published: April 8, 2026 23:01

This article explores the transformative potential of integrating artificial intelligence (AI)-driven insights with MuleSoft and AWS platforms to achieve scalable enterprise solutions. This integration promises to enhance enterprise scalability through…

MCP + AWS AgentCore: Give Your AI Agent Real Tools in 60 Minutes

Published: April 8, 2026 14:30

If you've been building with AI agents, you've probably hit the same wall I did: your agent needs to do things — query databases, call APIs, check systems — but wiring up each tool is a bespoke integration every time. The Model Context Protocol (MCP)…