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splunk

Conquer Complexity, Accelerate Resolution with the AI Troubleshooting Agent in Splunk Observability Cloud

Nov 12, 2025 By Michael Raich In Splunk
The digital landscape has transformed dramatically, and with it, the demands on our systems have grown exponentially. Traditional monitoring tools struggle to provide sufficient insight into complex, distributed, cloud-native environments. Observability is the answer, moving beyond merely knowing "what" is happening to understanding "why" it's happening, and its impact on user experience and business outcomes.
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honeycomb

If it Wanted to, it Would: The Bitter Lesson for LLM Users

Nov 12, 2025 By Hannah Henderson In Honeycomb
There’s a viral saying folks use about flaky crushes, spouses, and forgetful friends: "if he wanted to, he would." The idea is straightforward: when someone cares, they make the effort. As it turns out, the same principle applies surprisingly well to AI. Systems, like people, have things they "want" to do. Each model has patterns of reasoning and synthesis it performs naturally.
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The Hidden Bottlenecks in AI Infrastructure (and How to Fix Them)

The Hidden Bottlenecks in AI Infrastructure (and How to Fix Them)

Nov 12, 2025 By OpsMatters In OpsMatters
Artificial intelligence has entered an era where infrastructure is the real moat. Teams spend millions on GPUs, yet models still stall, latency spikes unpredictably, and throughput flatlines at 20% of what spec sheets promise. These hidden bottlenecks lurk far beneath the surface - in power grids, network fabrics, memory bandwidth, orchestration layers, and even governance policies. In this guide, we uncover where AI infrastructure actually breaks, what the emerging data and research reveal, and how Clarifai's reasoning and orchestration stack helps eliminate these unseen friction points.
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meshiq

Messaging Infrastructure Is Still in the Dark: The Observability Illusion Costing Millions

Nov 11, 2025 By meshIQ In meshIQ
In today’s always-on digital world, even the best messaging platforms—like Apache Kafka and Apache ActiveMQ—can become blind spots that undermine resilience. This article exposes the “observability illusion” many organizations face, showing how limited visibility and manual processes lead to outages, high costs, and constant firefighting. Learn how meshIQ transforms reactive operations into proactive engineering through unified observability, automation, and self-service.
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atatus

Improve Observability in Your CI/CD Pipeline

Nov 11, 2025 By Janani In Atatus
The backbone of modern software development is automation and at the heart of that lies the CI/CD pipeline. It’s what turns code into deployable software, delivering changes to users faster, safer, and more predictably. In simple terms, a CI/CD pipeline automates everything from the moment developers push code to when it reaches production. It integrates, tests, builds, and deploys software continuously ensuring faster releases with fewer human errors.
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logz.io

Making Observability AI-Native with the Logz.io MCP Server

Nov 11, 2025 By Jade Lassery In logz.io
Now available: Secure, real-time access to your observability data via Logz.io’s Model Context Protocol (MCP) Server. The Logz.io MCP Server brings your logs, metrics, and telemetry data into the Model Context Protocol (MCP), an emerging open standard that lets AI systems query real data securely and contextually, in real time. That means any MCP-compatible LLM, like Claude Desktop, Cursor, your own AI agent… can now connect directly to your Logz.io environment.
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datadog

Observability and FedRAMP in Action: The VA's Mission to Deliver Reliable Digital Service

Nov 10, 2025 By Greg Reeder In Datadog
Ensuring digital services remain accessible, reliable, and secure is a high priority for any organization operating at scale. For the Department of Veterans Affairs (VA), this focus is central to its mission of providing quality care to veterans, their families, and caregivers. Often described as “the largest IT shop in the United States,” the VA manages 2.7 million pieces of equipment across a vast network of interconnected systems.
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splunk

Unify Observability, Surface Business Impact, and Solve Problems Using AI Agents with Latest Splunk Observability Innovations

Nov 10, 2025 By Courtney Gannon In Splunk
In September at.conf25, we announced how Splunk is shaping the future of digital resilience in the age of AI. Agentic AI is rewriting what it takes to build a leading observability practice. As vibe coding gains steam, applications will be built with less human involvement. At the same time, the rise of AI agents demands specialized telemetry to ensure models are performing as intended—aligned to their business purpose and cost.
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splunk

Splunk Advances the OpenTelemetry Project with Its Latest Donation, the OpenTelemetry Injector

Nov 10, 2025 By Courtney Gannon In Splunk
Splunk is very excited to be sponsoring Kubecon North America once again, kicking off this week in Atlanta, GA. As many know, Splunk is one of the top contributors to the OpenTelemetry project. We’re happy to have sent many of the Splunkers who serve as project maintainers and contributors to lead SIG meetings and engage with the greater community in the OpenTelemetry Observatory, sponsored by Splunk.
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Preparing for cloud failures: Monitoring strategies for distributed hybrid infrastructure

Preparing for cloud failures: Monitoring strategies for distributed hybrid infrastructure

Nov 7, 2025 By Site24x7 In Site24x7
When AWS experienced its recent outage, the ripple effect was immediate. Critical workloads slowed, dashboards went blank, and many teams realized multi-cloud isn't automatically resilient. Cloud-level failures are inevitable due to the interdependent components and complex IT architecture. The recent AWS disruption reminded many teams that the cloud isn't a magic uptime guarantee. Even the most mature providers can-and do-experience large-scale service interruptions.
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