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The latest News and Information on DevOps, CI/CD, Automation and related technologies.

ribbon

Overview of Ribbon's NPT 2714 Aggregation Router

Mar 25, 2025 By David Stokes In Ribbon
The NPT 2714 is the latest addition to Ribbon’s NPT XDR2000 series of aggregation routers. It features an innovative, orthogonal architecture for modular, centralized routers, merging the best aspects of modular and fixed systems. This architecture combines the redundancy and I/O diversity of modular systems with the simplicity and cost-efficiency of fixed systems.
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circleci

Machine learning vs AI: Key differences and how they work together

Mar 25, 2025 By Jacob Schmitt In CircleCI
Machine learning (ML) and artificial intelligence (AI) are often used interchangeably in tech discussions, yet they represent distinct concepts with important differences. While AI refers to the broader field of creating machines capable of intelligent behavior that mimics human capabilities, machine learning is a specific subset of AI focused on developing algorithms that allow computers to learn from and make predictions based on data.
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Uplink | Episode 2: Data Center Boom: Navigating the Hottest Industry in the World

Mar 25, 2025 By Megaport In Megaport
How did data centers become one of the hottest industries on the planet? DataBank CEO Raul Martynek joins us to break down the explosive growth of digital infrastructure—and what it really takes to scale in the AI era. The data center industry stands at the epicenter of today's technology revolution, experiencing what industry veterans call "the best market ever seen." In this revealing conversation with DataBank's CEO, we dive deep into the forces driving unprecedented growth in digital infrastructure and why this sector has become perhaps the hottest industry globally.
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Incident.io

Going beyond MTTx and measuring "good" incident management

Mar 25, 2025 By Chris Evans In Incident.io
Going beyond MTTx and measuring “good” incident management We’ve chatted with hundreds of engineering teams, and a pattern keeps popping up: everyone’s tracking MTTX metrics—MTTR, MTTA, MTT-whatever—but when you ask, “Cool, so what are you doing with that?” …you get blank stares. And honestly, fair enough. Time-based metrics are easy.
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last9

Observability Pipeline: An Easy-to-Follow Guide for Engineers

Mar 25, 2025 By Anjali Udasi In Last9
You've got systems spitting out more logs, metrics, and traces than you can handle. Your monitoring costs are through the roof. And somehow, when something breaks at 3 AM, you still can't find the exact data you need. Sound familiar? Welcome to the observability pipeline conversation—no jargon, no fluff.
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Densify

Announcing Densify's Latest Release: Smarter Kubernetes Automation, Built for the Enterprise

Mar 25, 2025 By Densify In Densify
To coincide with KubeCon Europe 2025, we’re excited to announce the latest release of Densify’s Kubernetes optimization engine, Kubex, which delivers full-stack resource management and seamless automation resource optimization at enterprise scale. This release delivers the advanced controls enterprises have been asking for—without sacrificing the intelligence and precision that sets Densify apart.
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last9

Zero Code Instrumentation: The Missing Link in Observability

Mar 25, 2025 By Anjali Udasi In Last9
Have you ever struggled with systems that fail to tell you what went wrong? The kind where you’re digging through logs at 2 AM while alerts keep piling up. In DevOps, clear visibility into your applications isn’t a luxury—it’s essential. This is where instrumentation without code changes can help. It simplifies observability, reducing the manual effort needed to track down issues. If you haven’t explored it yet, you might be making troubleshooting harder than it needs to be.
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How DCI to the Edge will be important for AI

Mar 25, 2025 By Ribbon In Ribbon
AI continues to dominate the networking landscape in 2025, but what impact will it have on future developments? The network edge is expected to play an increasingly significant role as AI model training in the core transitions to inference at the edge. This webinar will discuss the importance of the edge in AI advancements and explore how service providers can leverage their prime assets—space, power, and network infrastructure—to support this rapidly growing application.
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