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How AI Agents automate incident response #ai #cybersecurity #telemetry

Dec 12, 2025 By Cribl In Cribl
Clint Sharp demonstrates how Cribl Search leverages AI to streamline incident investigation. Starting from a Slack channel, the AI builds an interactive notebook, analyzes order processing logs, and identifies suspicious traffic spikes. It connects high CPU usage to a recent Jenkins deployment, hypothesizing a supply chain attack, and ultimately recommends a rollback. This isn't a far off concept. It is the future of operations arriving right now.
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How Puzzles Make Technical Learning Stick On The Job

How Puzzles Make Technical Learning Stick On The Job

Dec 12, 2025 By OpsMatters In OpsMatters
A short, well designed puzzle turns abstract terms into concrete actions during practice. People read, match, and verify concepts while talking through choices. The friction is low, and the feedback loop is quick. For teams handling tickets, alerts, and change requests, puzzles create safe reps between real incidents. A free word search generator lets leads build quick exercises around tool names and procedures. The format is familiar, so attention stays on the terms, not the instructions.
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Top Ten Upgrades To Make Your Car Feel More Responsive

Top Ten Upgrades To Make Your Car Feel More Responsive

Dec 12, 2025 By OpsMatters In OpsMatters
The driving experience is at its best when you have the most control, and a vehicle that reacts quickly and efficiently to your demands not only represents an enjoyable drive, but also a safe one. You're able to respond and adapt to changes on the road at a moment's notice, so no matter who you are, everyone can benefit from a few upgrades. Of course, the question then becomes, what do you choose? There are hundreds of different parts you could have fitted, and for the uninitiated, deciding can be totally overwhelming.
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dotcom-monitor

HTTP API vs REST API vs Web API: Architectures & How to Monitor Them

Dec 11, 2025 By Dotcom-Monitor In Dotcom-Monitor
APIs power everything. From login flows to checkout systems to internal microservice communication. But as teams scale, so does the confusion around the terminology: HTTP API vs REST API vs Web API. Many articles treat these as interchangeable, but the differences are real, and they affect reliability, performance, caching behavior, authentication flows, and ultimately how you monitor your endpoints.
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Komodor

The War Room of AI Agents: Why the Future of AI SRE is Multi-Agent Orchestration

Dec 11, 2025 By Itiel Shwartz In Komodor
We’ve all been there. It’s 2 AM, your phone is buzzing with alerts, and you’re suddenly thrust into an incident war room with a dozen other bleary-eyed engineers. The production environment is on fire, customers are affected, and everyone’s trying to piece together what went wrong. But here’s what makes these moments fascinating from a systems perspective – it’s rarely just one person silently fixing the issue in isolation.
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observo ai

How AI-Native Security Data Pipelines Protect Privacy and Reduce Risk

Dec 11, 2025 By Bryan Turriff In Observo.ai
Modern organizations generate more data than ever before. Logs, metrics, traces, and events stream from every application and every physical and virtual layer of infrastructure. Hidden inside this telemetry are pieces of sensitive information that security teams do not expect to see. Social Security numbers, account identifiers, medical details, personal contact information, and other forms of PII can appear in unexpected fields and formats. Static tools cannot keep pace with this volume or variability.
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datadog

Highlights from AWS re:Invent 2025: Making sense of applied AI, trust, and going faster

Dec 11, 2025 By Andrew Krug In Datadog
After four days of AWS re:Invent—a 65,000-step marathon that included 60,000 attendees spread across five Las Vegas campuses—and navigating the latest installment of this 13-year-old cloud pilgrimage, we’re all a little dehydrated but significantly wiser. The volume of announcements felt less like a single flood and more like a river branching into three powerful currents. Making sense of this massive technological convergence requires zooming out.
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datadog

This Month in Datadog - December 2025

Dec 11, 2025 By Datadog In Datadog
For our last episode of 2025, we’re focusing on Datadog releases announced at AWS re:Invent. Join Jeremy to see how you can manage logs at petabyte scale in your infrastructure, eliminate unneeded costs in Amazon S3 buckets, build agentic workflows, and detect credential leaks. Later in the episode, Scott spotlights how you can connect your AI agents to Datadog tools and context with our MCP Server.
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sentry

A better way to monitor your AI agents in .NET apps

Dec 11, 2025 By Alex Sohn In Sentry
We launched agent monitoring earlier this year, allowing our users to instrument LLM usage and tool calls in their applications. However, we only had Agent Monitoring support for Python and JavaScript. We’ve been working on creating an Agent Monitoring SDK for.NET — specifically for Microsoft.Extensions.AI.Abstractions.
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