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The latest News and Information on Log Management, Log Analytics and related technologies.

Tech Talk | Splunk MCP & Agentic AI: Machine Data Without Limits

Feb 4, 2026 By Splunk In Splunk

In this session, we’ll show how MCP empowers autonomous AI agents to retrieve, process, and share live data anywhere it’s needed — breaking barriers and accelerating insight across your organization.

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OpenTelemetry Instrumentation Best Practices for Microservices Observability

Feb 3, 2026 By Sematext In Sematext

OpenTelemetry instrumentation is the foundation of modern microservices observability, but getting it right in production requires more than just enabling auto-instrumentation. This guide covers production-tested OpenTelemetry best practices that help engineering teams achieve reliable distributed tracing, control observability costs, and extract maximum value from their telemetry data.

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How to Implement Distributed Tracing in Microservices with OpenTelemetry Auto-Instrumentation

Feb 3, 2026 By Sematext In Sematext

This guide shows you how to implement OpenTelemetry’s auto-instrumentation for complete distributed tracing across your microservices, from initial setup through production optimization and troubleshooting.

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Sematext

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Tool Consolidation Is Dead. Long Live Agentic AI.

Feb 3, 2026 By Asaf Yigal In logz.io

It’s 2026, and developers have more tools at their disposal than at any point in the industry’s history: CI/CD platforms are richer; observability stacks are deeper; security, data, and AI tooling have exploded into crowded, competitive ecosystems. And yet, delivery is still slow, incidents are still noisy, workflows are still brittle. The problem is no longer tool scarcity or feature depth. It’s integration debt.

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How does Coralogix go beyond basic migration?

Feb 3, 2026 By Chris Cooney In Coralogix

When a team, division or organization is assessing a new vendor, there are some basic questions that must be answered. At Coralogix, we look at migrations in a different way. It isn’t about transporting the current state of play into a new vendor, often called a “lift and shift”. These are the basics. There is a whole new level of onboarding and support that doesn’t just replicate value across platforms – it expands it.

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Elastic 9.3: Chat with your data, build custom AI agents, automate everything

Feb 3, 2026 By Dan Courcy In Elastic

Today, we are pleased to announce the general availability of Elastic 9.3 as the latest version of the Elasticsearch Platform — the world’s most popular open source platform for transforming both structured and unstructured data into trusted answers and outcomes. In addition to including new features that help developers with context engineering and agent building, Elastic 9.3 introduces a broad set of new capabilities to Elastic Search & AI, Elastic Observability, and Elastic Security.

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Agentic Observability - The Top Observability Trends in 2026

Feb 2, 2026 By Splunk In Splunk

Learn how autonomous agents are using real-time observability telemetry data to diagnose, fix and verify their own work.

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Splunk

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How to Build AIPowered Search with Elasticsearch [2 Min Live Demo]

Feb 2, 2026 By Elastic In Elastic

In this demo, we show how Elasticsearch enables production‑ready GenAI and AI‑powered search applications—from indexing and embedding your data to grounding large language models with RAG. You’ll see how developers can go from raw data to a fully functional GenAI search experience—fast Additional Resources.

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Observability vs Monitoring: Getting a Full Picture of the Environment

Feb 2, 2026 By Jeff Darrington In Graylog

Driving down the highway, you usually glance intermittently at your speedometer to ensure that you stay within the speed limit, or whatever window above the speed limit you’re willing to drive. While monitoring your speed mitigates the risk of a ticket, you still need to look out for various threats on the road, like cars going through stop signs. By observing your surroundings, you take in real-time information that can help prevent a crash.

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3 Ways to Break Down SaaS Data Silos

Jan 31, 2026 By David Bunting In ChaosSearch

Access to data is critical for SaaS companies to understand the state of their applications, and how that state affects customer experience. However, most companies use multiple applications, all of which generate their own independent data. This leads to data silos, or a group of raw data that is accessible to one stakeholder or department and not another. Data silos also prevent information from different sources from being blended together to gain a more accurate picture of what's happening in your application.

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