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Accelerate investigations with AI-powered log parsing

When debugging production issues, investigating security incidents, or analyzing network traffic, engineers and analysts need not only to find the right logs but to make sense of all the dense, unstructured data generated by different systems. Logs rarely ship neatly laid out in a way that facilitates filtering, faceting, or graphing for every possible scenario. As a result, teams often find themselves writing regular expressions or custom parsers on the fly, which can be error-prone and time-consuming.

9 Monitoring Tools That Deliver AI-Native Anomaly Detection

The observability market has moved beyond manual threshold-setting. Modern platforms use statistical algorithms, machine learning, and causal AI to detect anomalies automatically. Some work immediately after deployment. Others train on your data for better accuracy. Each approach has technical trade-offs worth understanding. This guide compares how nine monitoring solutions handle automated anomaly detection and root cause analysis.

Harnessing AI for Enhanced Digital Experiences

AI can significantly improve digital experiences when integrated into workflows. This proactive approach helps address issues and allows employees to focus on innovation. However, successful implementation requires strong foundations and rebuilt workflows. Many AI projects may fail, with predictions that 40% of generative AI initiatives will be canceled by 2026 due to misunderstandings. Clear objectives are essential to ensure AI is not pursued for its own sake.

New agents in the Dojo: Expanded Sumo Logic Dojo AI

Back in September, we unveiled Sumo Logic Dojo AI, our agentic AI platform built to power intelligent security operations and incident response. With that launch, we introduced Mobot, our conversational interface, as well as our first agents designed to help automate routine tasks, streamline investigations, and give security teams the freedom and ability to focus on analyzing the highest value security issues facing their organization. Today, we’re excited to share the latest additions to Dojo AI.

#AI Powered Data Protection Inside Cribl Guard

Cribl Guard uses an always running AI agent to spot sensitive data as it moves through your environment and recommend the right protections in real time. In this demo, you will see how the agent samples live events, identifies patterns like credentials and credit cards, and turns them into one click fixes that keep your destinations safe. Faster detection, smarter rule recommendations, and instant mitigation. This is what modern data protection looks like.

Why AI Will Push #Telemetry Budgets to the Breaking Point in 2026

Telemetry growth is about to hit a new level in 2026. Nick Heudecker from Cribl walks through our new predictions report and explains why observability costs are set to surge again, with more than a third of enterprises spending at least 15 % of their IT budgets on telemetry alone. He also shares how agentic AI adds new risk to the data pipeline, why most AI workloads will struggle to scale, and how platform shifts and market forces will reshape the data landscape.

Building AI Apps with AWS: From Foundation Models to Production-Grade Agents

In the last two years, generative AI has moved from "cool demo" to become an integral element of IT production. The research proves this trend: according to Fortune Business Insights, global spend on generative AI reached an estimated $67 billion in 2024. By 2032, this spending is expected to pass almost $1 trillion, with a compound annual growth rate of approximately 40%. Moreover, a McKinsey & Company survey finds that roughly two-thirds of companies have already integrated generative AI into their workflows, and 80% use it in its broad sense. This technological transformation, hence, poses a critical new question.

Ways to get more storage on your Mac?

Finding better ways to acquire storage on your Mac is a great idea, and at first it might sound rather difficult to achieve. But realistically, getting more storage on your Mac is actually not extremely difficult. It definitely has its issues, but generally, you will find plenty of methods to supplement your storage. Here are some tips.

The Freepik AI Video Generator: A Powerful New Way to Animate Ideas

In a content-driven world, speed and creativity win. Whether you're building a social post, an explainer video, or a product showcase, video grabs more attention than text or images alone. But what if you could create high-quality videos-fast, flexible, and without editing skills? That's where the Freepik AI Video Generator comes in. Designed for creators, marketers, educators, and hobbyists alike, Freepik's tool uses AI to generate short, cinematic videos in just a few clicks.

5 Best Hardware Development Companies in Europe: 2025 Research Report

The European hardware development industry is experiencing remarkable growth, with the market reaching $135.43 billion in 2025 and projected to reach $164.56 billion by 2029, representing a 5% compound annual growth rate. This expansion is driven by advancements in IoT, embedded systems, and industrial electronics, making Europe a global hub for hardware innovation.