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

AI Costs In 2025: A Guide To Pricing, Implementation, And Mistakes To Avoid

AI costs haven’t been a major factor in cloud computing — until now. For example, AI demands massive data processing and storage, such as for training Large Language Models (LLMs) and generative AI. Additionally, AI workloads require parallel processing, which traditional instances struggle to handle — forcing companies to invest in specialized (and expensive) GPUs to get the job done.

Automating Flyway Desktop Development using the Flyway CLI | The Tony and Tonie Show

In this episode, Tony and Tonie discuss Tonie's article for developers who want to learn how to use the Flyway CLI to automate the database development workflow used in the Flyway Desktop GUI. Tonie talks about capturing the schema changes made to a local development database, and then use schema comparison to auto-generate and validate a Flyway versioned migration script.

AI-powered robotics in action: Canonical & @qualcomm #ubuntu #opensource #iot #tech #shorts

At Canonical, we are working with Qualcomm to bring the power of Ubuntu to the latest robotics and systems: RB3 Gen2 Robotics Vision Kit – Running AI inference for body part detection Qualcomm’s new IQ9 – A high-performance system delivering 100 TOPS DSP performance By enabling Ubuntu on these systems, we simplify development and deployment, making it easier for engineers and researchers to optimize their applications across multiple hardware platforms.

Website Logging: Everything You Need to Get Started

If you're new to DevOps, you’ve likely noticed that website logging plays a bigger role than it seems at first. It’s not just a routine task—it’s how you keep systems stable, troubleshoot issues, and understand what’s happening under the hood. A good logging setup captures what went wrong, when, and why—helping you fix problems faster instead of guessing.

OpenTelemetry Backends: A Practical Implementation Guide

If you’ve ever found yourself sifting through logs, metrics, and traces without a clear answer to why your app crashed at 2 AM, you’re not alone. Troubleshooting without the right tools can feel like chasing shadows. That’s where the right OpenTelemetry backend makes all the difference—bringing everything together and turning scattered data into a clear picture.

Log File Analysis: A Guide for DevOps Engineers

Ever found yourself buried in endless log files, trying to piece together what went wrong? For DevOps engineers, log analysis isn’t just about debugging—it’s a crucial skill for maintaining reliable systems and catching issues before they escalate. In this guide, we’ll cover everything you need to know about log file analysis, from the fundamentals to the best tools available today.

Breaking Down Silos: Why Security and SRE Teams Need a Unified Platform for Reliability and Risk Management

Security and Site Reliability Engineering (SRE) teams often operate as separate entities within organizations despite sharing similar goals: keeping systems secure, reliable, and performant. Security teams focus on protecting systems from threats and ensuring compliance with regulatory frameworks. SRE teams concentrate on system reliability, performance optimization, and incident management.

AI Integration #speedscale #ai #integration #mcp #march

Ken Ahrens from Speescale dives into the best AI API integration model of March 2025 — Anthropic's MCP model. This innovative integration enables seamless communication with browsers and various tools, including the popular Cursor. Discover how the MCP model is revolutionizing AI-powered workflows and boosting productivity.