Network Time-Series Analysis Beyond the LLM Hype

The rapid advancements in Artificial Intelligence (AI), particularly the ascent of Large Language Models (LLMs), have sparked widespread discussion about their potential to revolutionize various industries. Within network operations, where vast volumes of time-series data are generated continuously, there is a natural curiosity about whether LLMs can significantly enhance, or even replace, established analytical methods …

Database Performance on Kubernetes: Tradeoffs and Lessons Learned

Many infrastructure teams default to “put everything in containers.” Kubernetes makes it simple to deploy and manage services at scale, so databases often get pulled along for the ride. However, databases aren’t just another microservice. They rely on predictable performance from CPU, memory, storage, and networking – and containers can get in the way of …

It’s make or break for Agentic AI: Don’t repeat the mistakes of microservices past!

Technology has a worrying habit of repeating its architectural mistakes. Early struggles implementing microservices — where tight coupling masked as modular design and point-to-point integrations often just descended into complex webs — introduced failures that brought entire systems down. Today, we’re witnessing the same mistakes with Agentic AI integration. Agentic AI has huge benefits to …

Stop Feeding AI Junk: A Systematic Approach to Unstructured Data Ingestion

It’s go-time for enterprise AI. A PagerDuty global survey of 1,000 IT and business executives found that 62% of companies using agentic AI expect a return of 171% on average.  Yet getting to ROI is no easy task. Recent surveys show mixed results on efforts thus far, with getting strategies right and making data “AI-ready” …

Latest News

Progress Software updates Flowmon ADS (anomaly detection system)

Progress Software today announced the release of Progress Flowmon ADS 12.5, the latest version of its advanced anomaly detection system. Flowmon ADS 12.5  introduces AI-driven capabilities that give deep visibility into the network, enabling organizations to more rapidly detect any threats to the system and improve Mean Time to Repair, as well as for proactive …

Secure Code Warrior announces new solution that provides visibility and governance for AI coding tools

Secure Code Warrior is trying to provide organizations with greater visibility and control over developers’ use of AI coding tools with the launch of its new solution, Trust Agent: AI. This new offering tracks key signals that provide insights into how AI usage impacts software development risks. These include things like AI coding tool usage, …

Report: Only 12% of AIOps projects are fully deployed already, despite increasing investments

IT teams have been increasing their investments into AIOps initiatives, but a majority of these plans have yet to reach maturity. According to a new survey from Riverbed, only 12% of AI initiatives have been fully deployed and 62% are still in pilot or development stages. Despite these projects still largely being in development, 59% …

Sumo Logic launches Dojo AI to bring agentic AI to security operations

Sumo Logic is launching a new AI agent for tackling security operations. Dojo AI, powered by AWS, can automate routine tasks, streamline investigations, and free up security teams to work on other tasks. “At a time when every vendor is bringing new AI tools to market, the C-Suite is asking which agents can deliver measurable …

Kubernetes is mature, but organizational operations are not, study finds

While Kubenetes adoption is nearly universal, a new study from Komodor reveals that slow recovery, inflated cloud bills, and customers exposed to outages are pushing up costs and adding to risk. According to Komodor, the key finding is that while Kubernetes is mature, organizational operations are not. “Organizations have made Kubernetes their standard, but our …

Solo.io announces kagent enterprise

Context. It’s become a critical piece that organizations need to get the most of out agentic AI efforts. When looking at cloud native application delivery, Kubernetes is the gold standard, but according to AI platform provider Solo.io, it doesn’t have the contextual awareness necessary for all that’s needed to run AI applications securely and at …

This Week in AI Updates: F5 acquires CalypsoAI; CIQ-NVIDIA collaboration (September 12, 2025)

F5 has announced its intent to acquire enterprise AI security company CalypsoAI, whose award-winning platform brings real-time threat defense, red teaming at scale, and data security to enterprises racing to deploy generative and agentic AI. These capabilities will be integrated into the F5 Application Delivery and Security Platform (ADSP) to create the most complete solution …

Meet pNFS v4.2: The Protocol That is Revolutionizing High-Performance Computing and AI

There is a growing recognition across all industry verticals that the strategic application of AI workloads can significantly enhance organizational competitiveness, particularly in managing and activating untapped value from unstructured data. IDC Research has highlighted a growing focus on advancing AI within the high-performance computing (HPC) landscape, underscoring the importance of this intersection. Although HPC …

Cisco announces Splunk-powered Agentic AI innovations

Splunk this week is announcing three new products around data fabric, security and observability powered by Agentic AI at its .conf25 event. The company, which was acquired by Cisco in March 2024, announced Cisco Data Fabric, designed to unlock siloed and fragmented machine data — from the edge, cloud and hybrid environments — to provide …

Harnessing network observability to speed the Telco-to-Techco transition

Today, the telecommunication industry stands at a critical inflection point. Telecommunications firms (telcos) face structural challenges that demand fundamental transformation. While the options and opportunities are numerous, one thing is clear: Sticking with the same services and legacy monitoring tools is a recipe for failure, now and over the long term. Here are just a …

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