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

logz.io

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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coralogix

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

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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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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graylog

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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chaossearch

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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elastic

Context engineering: The missing layer for trusted AI in financial services

Jan 30, 2026 By Karen Mcdermott In Elastic
Financial services AI demands more than models and prompts. Context engineering provides real-time, governed, and explainable intelligence with Elastic serving as the foundational context layer. Artificial intelligence in financial services is no longer constrained by model capability. The real bottleneck is context.
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sentry

Log Drains Now Available: Bringing Your Platform Logs Directly Into Sentry

Jan 28, 2026 By Allison Rogers In Sentry
Sentry now supports log drains, making it easy to forward logs into Sentry without any application code changes or manual project-key lookups needed. If your logs already exist somewhere else, you can now see them alongside errors and traces in Sentry, no code changes required. Already want to get started? The quickstart guide is one click away.
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graylog

From Atlassian JSON to Actionable Audit Insights

Jan 28, 2026 By Jeff Darrington In Graylog
Atlassian audit logs carry high-value security and operational signals, yet the raw format makes them hard to use in day-to-day investigations. Nested JSON, arrays inside arrays, and localization keys turn routine questions into slow, manual work. For lean Security and IT teams, that friction shows up as delayed triage, fragile dashboards, and alerts that fire without enough context to act.
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