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Creating an LLM-powered Incident Diagram

Apr 17, 2025 By Rootly In Rootly

Jeba Emmanuel, Rootly AI Labs Fellow, explains how he created a tool that takes a GitHub repository and a postmortem repository to generate an incident diagram and a timeline. The solution uses a series of highly-specialized LLMs for better and more consistent results.

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Why Reliability Starts with the Network, even in the AI era, with Marino Wijay

Apr 17, 2025 By Rootly In Rootly

In this episode, we explore how networking has shaped reliability as we know it. Marino Wijay cloud networking expert and Staff Solutions Architect at Kong shares how his journey began not as an SRE, but with cables, routers, and switches. Marino explains the evolution of the fabric holding systems together through virtualization, and how software-defined networking, which is now a key element to resilient applications.

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Mocking vs Virtualization vs Traffic Replay-Which One Wins?

Apr 17, 2025 By Speedscale In Speedscale

Tired of brittle mocks and slow environments? In this 45 second breakdown, Nate Lee compares service mocks, service virtualization, and traffic replay—and show you why replaying real traffic is a game-changer for reliable testing at Speedscale.

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The Hidden Cost of DIY AI in Network Operations

Apr 17, 2025 By Phil Gervasi In Kentik

While AI offers powerful benefits for network operations, building an in-house AI solution presents major challenges, particularly around complex data engineering, staffing specialized roles, and maintaining models over time. The effort required to handle real-time telemetry, retrain models, and manage evolving environments is often too great for most IT teams.

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Colo is not dead. | Uplink Podcast | Episode 4

Apr 17, 2025 By Megaport In Megaport

Colo is not dead. Forget cloud-only strategies—AI is driving a resurgence in colocation and a rethink of what hybrid infrastructure really means. AI has flipped the script on how we think about digital infrastructure. In this episode, we’re joined by TierPoint SVP Don Schuett to explore how the surge in AI demand has fundamentally reshaped the data center industry—impacting everything from hardware design to real estate strategy.

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Why Software Performance Optimization Is Business-Critical - and Often Overlooked

Apr 17, 2025 By OpsMatters In OpsMatters

You've probably heard this before: "If it works, don't touch it." And while that might fly in some areas of life, in software development it's a dangerous mindset - especially when it comes to performance. Many companies build digital products that technically work. They launch, they onboard users, and they don't crash on day one. But fast forward a few months - or a few years - and the same product becomes sluggish, bloated, and frustrating to use. It's not broken - but it's bleeding revenue and trust, quietly and continuously.

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Las Vegas Pool Trends for Modern Homes

Apr 17, 2025 By OpsMatters In OpsMatters

Elevating the Desert Lifestyle Las Vegas is known for its bold style, warm weather, and luxurious living-and that reputation extends into backyard design. Homeowners in the area are increasingly looking to create personalized outdoor spaces that reflect modern aesthetics and comfort. With intense sun and long summers, pools are more than a convenience-they're a central element of the home's lifestyle and design. The latest trends in pool construction reflect a blend of style, function, and sustainability.

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Creating and testing a RAG-powered AI app with Gemini and CircleCI

Apr 16, 2025 By Bhavishya Pandit In CircleCI

Have you ever asked an AI model a question and received an outdated or completely off-base response? I’ve been there too. The problem is that most AI models rely solely on their pre-trained knowledge, which becomes obsolete over time. This is where RAG can help: RAG is a hybrid AI technique that combines the advantages of retrieval systems and generative models. It bridges the gap by bringing in real-time information from external knowledge sources to improve the generation quality.

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The Real Cost of Ignoring Technical Debt

Apr 16, 2025 By Memfault In Memfault

Discover how technical debt can sneak up on hardware companies, risking delays and unexpected costs. Can you strike the right balance before it's too late? Watch now as François Baldassari unravels the delicate dance of managing tech investments.

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AI Agent Observability Explained: Key Concepts and Standards

Apr 16, 2025 By Alexandr Bandurchin In Uptrace

AI agent observability has become a critical discipline for organizations deploying autonomous AI systems at scale. This guide explores the emerging standards and best practices for monitoring, analyzing, and improving AI agent performance in enterprise environments.

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