Operations | Monitoring | ITSM | DevOps | Cloud

AI in Production with GitHub's Sean Goedecke

Feb 18, 2025 By Rootly In Rootly
In this episode, we sit down with Sean Goedecke, Staff Software Engineer at GitHub, to discuss where LLMs fit into real-world development. Sean shares how he’s using LLMs how he’s drawing the line for AI-assistance in the codebases he manages—though, as he says, this might all change by next summer. Sean also weighs in on how LLMs could assist SREs during outages—especially when you’re only half-awake at 3 a.m. after a rather inconvinient page.
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opsmatters

Can AI Help with Writing IT Blog Posts?

Feb 18, 2025 By OpsMatters In OpsMatters
Blogging is essential for IT professionals to share knowledge, explain complex topics, and establish thought leadership. However, writing clear, engaging, and technically accurate blog posts can be challenging, especially when dealing with highly specialized subjects. Many IT experts are skilled at problem-solving and coding but may struggle to translate their insights into easy-to-read content. AI-based writing tools play a major role in this. IT professionals can use cutting-edge technology to create targeted content that is more engaging and hooking for audiences.
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opsmatters

How Caching Improves Software Performance: A Developer's Guide

Feb 18, 2025 By OpsMatters In OpsMatters
Every millisecond counts in modern software development. Whether you're optimizing a high-traffic web application, a complex SaaS platform, or a resource-intensive AI system, caching is one of the most powerful yet often overlooked techniques to dramatically boost performance. This guide will take developers beyond the basics, diving into real-world strategies, pitfalls, and best practices for implementing caching effectively.
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iOPEX

Fine-tuning a Pre-trained GenAI Model - A Complete Guide

Feb 17, 2025 By iOPEX Team In iOPEX
Ever been on the receiving end of a useless chatbot response? Imagine asking, “Why is my 5G down in this area?” and getting, “Try restarting your device.” No context. No understanding. No real help. The issue here, however, isn’t bad intent—it’s that the bot doesn’t understand telecom-specific language or service outage patterns. Instead of easing your support load, it’s driving frustrated customers to jam your support lines.
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canonical

7 considerations when building your ML architecture

Feb 17, 2025 By Andreea Munteanu In Canonical
As the number of organizations moving their ML projects to production is growing, the need to build reliable, scalable architecture has become a more pressing concern. According to BCG (Boston Consulting Group), only 6% of organizations are investing in upskilling their workforce in AI skills. For any organization seeking to reach AI maturity, this skills gap is likely to cause disruption.
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Aiven AI Insights - Ongoing Performance Actionable Insights

Feb 17, 2025 By Aiven In Aiven
The Aiven Platform is more than a collection of open source services for streaming, storing and analyzing data. The platform ensures that all services run reliably and securely in the clouds of your choice, are observable, and can easily be integrated with each other and with external 3rd party tools.
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civo

Introducing relaxAI: The smart AI assistant you can trust

Feb 17, 2025 By Mark Boost In Civo
We’re excited to launch relaxAI, an AI assistant designed with one paramount focus: your privacy. In a world where AI tools are becoming indispensable but concerns about data usage are at an all-time high, relaxAI has been created as an assistant you can trust by combining cutting-edge AI capabilities with an unwavering commitment to security and transparency.
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opsmatters

Digital Asset Management for Game Development Success

Feb 17, 2025 By OpsMatters In OpsMatters
Creating a game is like building a massive puzzle; every piece-textures, models, audio files, and scripts-must fit perfectly. Managing these digital assets can quickly become overwhelming without the right tools and strategies. That's where digital asset management (DAM) steps in to save the day.
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megaport

Building Production-Ready AI Infrastructure: How Megaport and Vultr Are Solving the Enterprise Challenge

Feb 13, 2025 By Kevin Dresser In Megaport
In bridging traditional enterprise environments with modern GPU resources, we're helping organizations build AI infrastructure that's truly ready for production workloads. Co-authored by Duncan Ng, Vice President Solutions Engineering, Vultr As enterprises move from AI experimentation to production deployment, most are realizing a fundamental truth: Successful AI adoption requires more than just access to GPU computing power.
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logz.io

The Advanced Data Compression Techniques That Quietly Power Logz.io's AI Observability Agents

Feb 13, 2025 By David Lotan Bolotnikoff In logz.io
As an observability leader, at Logz.io, we pride ourselves on continuous innovation. That’s why, last year, we released our AI agents to revolutionize observability by helping businesses, and their engineering and DevOps teams, automate data analysis and root cause analysis. The primary way in which engineering and DevOps teams interact with the agents is by asking performance, troubleshooting, and optimization-related questions.
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