AbstractThe growing complexity of modern software development and the increasing speed at which organizations need to deliver software have led to the widespread adoption of DevOps practices, particularly continuous integration/continuous deployment (CI/CD) pipelines. These pipelines enable rapid development and deployment cycles; however, they also introduce significant security risks that must be addressed continuously. The traditional methods of integrating security, including DevSecOps, are often reactive and inadequate in keeping pace with change.This white paper proposes the next evolutionary step in DevSecOps — the fully autonomous CI/CD pipeline, driven by artificial intelligence (AI) and machine learning (ML) technologies. By leveraging AI/ML, organizations…
Author: drweb
Every developer remembers their first docker run hello-world. The mix of excitement and wonder as that simple command pulls an image, creates a container, and displays a friendly message. But what if AI could make that experience even better? As a technical writer on Docker’s Docs team, I spend my days thinking about developer experience. Recently, I’ve been exploring how AI can enhance the way developers learn new tools. Instead of juggling documentation tabs and ChatGPT windows, what if we could embed AI assistance directly into the learning flow? This led me to build an interactive AI tutor powered by…
I’m in the progress of migrating some legacy stuff at a client, and in their Power BI environment there are still quite some Power BI dataflows Gen1. I had migrated an Azure Synapse Dedicated SQL Pool to an Azure SQL DB (much cheaper for their volume of data), and in the dev/test environment all dataflows were switched correctly to the new database.However, in production, the dataflows only wanted to connect to the Azure SQL DB production database through a gateway. Weird, right? An Azure SQL DB is in the cloud, no gateway should be needed. When I tried to create…
Moving to the cloud gives businesses unprecedented agility, scalability and on-demand resource provisioning. However, this can lead to uncontrolled cloud spending, which remains a major problem for organizations. Today, managing cloud costs is more crucial than ever for digital transformation. The need of the hour is a strategy that can help your organization mitigate these challenges. This article talks about how FinOps and FinOps as Code help you optimize your cloud costs. What is Cloud Cost Optimization? Why is it Important? Cloud cost optimization refers to the strategy that helps optimize cloud computing expenditures by balancing the correct type of service with the…
Wir revolutionieren die Art, wie Unternehmen KI nutzen – und du kannst Teil davon sein!Bei der Plotdesk GmbH gestalten wir mit unserer KI-Plattform die Zukunft der Arbeit. Unsere Mission? Künstliche Intelligenz so zugänglich und nutzbar zu machen, dass sie in jedem Unternehmensbereich echten Mehrwert schafft. Namhafte Unternehmen wie Melitta, Böllhoff, Kaefer und Co. haben das bereits erkannt und setzen auf unsere Lösungen.Als Laravel Developer wirst du zum Architekten unserer KI-Plattform. Du entwickelst die technische Basis, auf der unsere Kunden ihre KI-Visionen verwirklichen. Mit deinem Code baust du die Brücke zwischen komplexer KI-Technologie und benutzerfreundlichen Anwendungen – und sorgst dafür, dass…
Docker @ Black Hat 2025: CVEs have everyone’s attention, here’s the path forward At Black Hat 2025, CVEs dominated the conversation. See how Docker Hardened Images, proven security patterns, and AI-ready foundations help teams eliminate security debt, enforce compliance, and build trust from code to production.
Last week, I told you it was coming. Today, I’m thrilled to say it’s here: Futurum Signal is live. And while “live” is one of the most overused words in tech, in this case it’s the real deal. Futurum Signal isn’t just another PDF report dressed up with a quadrant. It’s a continuously updated, AI-powered market intelligence platform designed to give DevOps and platform engineering leaders something we’ve all been chasing: clarity in the chaos.Across the Techstrong network, the initial announcement lit up the communities. On DevOps.com, readers immediately connected the dots to the endless tooling debates—CI/CD, observability, security, platform…
I get asked a lot about best practices in terms of Angular architecture. As a result, in this post, I want to showcase three different ways to achieve the same kind of component communication in Angular, highlighting the pros and cons of each approach.The example we’ll be working on is the following, where two components (a main component and a dialog component) communicate to open and close a dialog:In this first attempt, my dialog component is entirely driven by inputs and outputs. Here is the TypeScript code of that component:export class DialogComponent {isOpen = input(false);title = input(“Title”);onClose = output();closePopup(): void…
Docker @ Black Hat 2025: CVEs have everyone’s attention, here’s the path forward At Black Hat 2025, CVEs dominated the conversation. See how Docker Hardened Images, proven security patterns, and AI-ready foundations help teams eliminate security debt, enforce compliance, and build trust from code to production.
I wanted to do some testing of SQL Server 2025 on my laptop. I have written before how I avoided installing SQL Server on the laptop and use containers instead. This post looks at adding a new version on the default port.This page on MSLearn shows how to run the SQL Server 2025 container. I started here, when searching for “SQL Server 2025 container” on Google.It was nice to see this updated for 2025, and if I scroll down, I can see the docker container to pull. This is the important thing for me to add a new version of…