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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: 10

Followers: 1

Building a RAG-Powered Bug Triage Agent With AWS Bedrock and OpenSearch k-NN

https://feeds.dzone.com/link/23570/17357035/rag-bug-triage-bedrock-opensearch

Published: June 9, 2026 16:00

Bug triage on a graphics engineering team is one of those tasks nobody really wants to own. A new crash report comes in, and somebody has to work out whether it looks like a known issue, what the stack trace points at, which subsystem the affected code…

Amazon Quick: AWS's Agentic Workspace, Explained for Engineers

https://feeds.dzone.com/link/23570/17357003/amazon-quick-awss-agentic-workspace

Published: June 9, 2026 14:30

AWS has been building agentic infrastructure for some time now — Bedrock, AgentCore, Strands — mostly aimed at engineers who want to build their own agent systems from scratch. Amazon Quick is a different layer of the same bet: a ready-to-use agentic…

Agentic AI Has an Observability Blind Spot Nobody Is Talking About

https://feeds.dzone.com/link/23570/17356508/agentic-ai-observability-blind-spot

Published: June 8, 2026 19:00

Here is what a production cascade looks like when nobody did anything wrong. An alert fires on a microservice showing elevated latency. The signal is accurate. The automated remediation agent picks it up immediately and does exactly what it was built to…

How to Build an Agentic AI SRE Co-Pilot for Incident Response

https://feeds.dzone.com/link/23570/17356396/agentic-ai-sre-copilot-incident-response

Published: June 8, 2026 16:00

Large-scale cloud platforms have reached a level of complexity — spanning multi-region Kubernetes clusters, streaming systems like Kafka, and heterogeneous data stores — that often exceeds human cognitive limits. Failures are no longer isolated events;…

Observability for Agents and Workflows: Tracing Prompts, Tool Calls, and Business Outcomes End-to-End

https://feeds.dzone.com/link/23570/17354848/observability-for-agents-and-workflows

Published: June 5, 2026 15:30

AI agents have come a long way. They aren’t just answering simple questions, but they’re handling order checks, summarizing support tickets, updating records, routing incidents, approving requests, and even calling internal tools. As these agents slip…

Build a GitHub Slack Bot With AWS Bedrock and MCP, Part 2

https://feeds.dzone.com/link/23570/17354007/github-slack-bot-aws-bedrock-mcp-part-2

Published: June 4, 2026 13:00

What This Series Is About This is Part 2 of a two-part series on building a Slack bot that answers natural language questions about a GitHub repository using AWS Bedrock (Claude) and GitHub's official Model Context Protocol (MCP) server. Part 1 covered the…

Compliance Automated Standard Solution (COMPASS), Part 11: Compliance as Code, the OSCAL MCP Server Way

https://feeds.dzone.com/link/23570/17353943/compass-part-11-oscal-mcp-compliance-code

Published: June 4, 2026 12:00

(Note: A list of links for all articles in this series can be found at the conclusion of this article.) In the previous installments of this series, we traced the arc from raw compliance intent — regulations such as NIST 800-53, FedRAMP, PCI DSS, EU AI Act…

Stop Debugging Glue Jobs Manually: Building an Agentic Observability Layer for Data Pipelines

https://feeds.dzone.com/link/23570/17352773/stop-debugging-glue-jobs

Published: June 2, 2026 15:00

The Pipeline Did Not Fail Cleanly Most pipeline failures don't look like "the job failed." Consider a common scenario. A Glue job reads overnight event files, applies business rules, and writes to an Iceberg curated table. The job runs at its scheduled…