2025-12-04 19:18
Atlassian engineers have successfully utilized AI, specifically Rovo Dev, to enhance large-scale refactoring of their frontend monorepo. This initiative aimed to remove outdated feature flags and mocks effectively. The process involved creating a repeatable workflow that ensures safe and efficient codebase cleanup. Key strategies included running iterations in small batches, establishing a durable AI context, and employing targeted transformations across packages. The use of a persistent AI...
Jovana Dunisijevic
2025-12-04 19:18
Atlassian engineers have successfully utilized AI, specifically Rovo Dev, for large-scale refactoring of their frontend monorepo. The focus was on safely removing Navigation feature gates and mocks, ensuring efficiency and quality throughout the process. The strategy involved iterative testing, establishing a persistent AI context, and employing targeted cleanup methods. Key steps included running small batches, validating changes, and utilizing a discovery prompt to locate all relevant...
Jovana Dunisijevic
2025-12-04 18:00
🚫 Stop blaming React for state management issues! Many developers face challenges not because of React itself, but due to misunderstandings in data flow. Relying on new state management libraries won't solve the core problem of unclear architecture. Overusing context can lead to complexity, making debugging difficult and impacting performance. It's essential to grasp unidirectional data flow to build effective and maintainable applications. #React #StateManagement #WebDevelopment #Coding...
Alexander T. Williams
2025-12-04 16:00
🚀 Explore how to train the X-ARM 5 robotic arm using reinforcement learning with AMD Schola and Unreal Engine! In this process, tasks increase in complexity, starting with reaching a fixed target block and progressing to randomizing block locations. The training employs the SAC algorithm, enabling efficient learning and exploration. As the agent adapts, it aims to optimize its actions based on rewards and penalties. #Robotics #ReinforcementLearning #AI #TechInnovation #UnrealEngine
2025-12-04 14:06
🚀 Exciting changes are coming for Ansible Automation users! The migration from Red Hat Ansible Automation Platform 2.5 RPM on RHEL 9 to the containerized version on RHEL 10 is underway. This shift is essential as the RPM installation will be deprecated with the release of version 2.7. Key steps include preparing your current environment, creating backups, and setting up new VMs. For detailed guidance, refer to the release notes and ensure your components are ready for a seamless transition....
Ben Forrester
2025-12-04 00:34
Discover how Rovo Dev CLI leverages AI and mutation testing to enhance test quality. 🤖🛠️ Atlassian's integration of mutation testing with Pitest aims to automate the creation of effective tests, ensuring new and modified code meets coverage standards. Mutation testing evaluates the ability of tests to catch bugs by introducing small code changes. This process helps developers strengthen their test suites and increase confidence in code quality. #MutationTesting #SoftwareTesting #AI #Atlassian...
Jovana Dunisijevic
2025-12-04 00:00
🚀 Integrating "Sign in with Vercel" to Auth0 enhances user login experiences by allowing seamless access using existing Vercel identities. 🔑 This article outlines the steps to implement this feature, starting with setting up the Vercel app and obtaining necessary credentials. 📜 A custom OAuth2 connection is utilized, culminating in a “Continue with Vercel” button on the Auth0 Universal Login page. #Auth0 #Vercel #OAuth2 #UserExperience #WebDevelopment
Juan Cruz Martinez
2025-12-04 00:00
🌍 Meet Alena Fereday, a senior solution architect at Elastic based in Sydney. From a young age, she developed a passion for coding, often helping her sister with her homework. Now, Alena embraces continuous learning and problem-solving in her career. She balances her professional life with hobbies like reading and blogging, and she hopes to return to competitive sailing in the future. #TechCareer #ContinuousLearning #WomenInTech #Coding #Elastic
Shantel Drew
2025-12-03 22:52
🚀 DoorDash's 2025 summer interns are making a significant impact through hands-on projects. One notable development is the transition to the Logistics Console, enhancing ETA reliability during high-stress events. This new tool validates uploads and tracks changes, improving safety and transparency. Additionally, a "storm mode" feature allows for real-time adjustments during demand surges, streamlining operations and enhancing customer experience. #DoorDash #Internship #SoftwareEngineering...
Zijian Wei
2025-12-03 19:00
🚀 Google’s Agent Development Kit (ADK) is paving the way for AI agent creation! ADK, launched at Google Cloud NEXT 2025, supports agents in various Google products. Developers appreciate its flexibility, allowing for agent building through Python, YAML, or a visual interface. This tutorial guides you to create a “Hello World” agent using all three methods. Explore the distinct approaches: - **Imperative agents (Python)** offer flexibility and control. - **Declarative agents (YAML)** simplify...
Janakiram MSV
2025-12-03 17:30
Building photorealistic 3D environments for simulation presents challenges, even with advanced methods like 3D Gaussian Splatting. Artifacts such as blurriness and holes can affect visual quality. NVIDIA's Omniverse NuRec addresses this with a generative model called Fixer, which effectively removes these artifacts. The post details how to use Fixer to enhance noisy 3D scenes, specifically for autonomous vehicle simulation. It includes a guide on downloading a sample scene from the...
Wonsik Han
2025-12-03 17:00
Many logs in software development can generate unnecessary noise. 🚫 The article emphasizes the importance of selective logging. Instead of logging every function or variable, developers should focus on entries that aid in debugging and understanding system performance. 📉 Context is key—logs should include relevant details like request IDs to be genuinely useful. By linking logs to traces and metrics, they become valuable evidence rather than clutter. 🔍 #Logging #Observability...
Mike Shi
2025-12-03 08:00
Upgrading a disconnected Red Hat OpenShift cluster involves unique challenges, particularly in certificate management. This guide details a step-by-step process to upgrade using self-signed certificates, ensuring your cluster trusts these certificates during the upgrade. Key steps include installing the Cincinnati operator, applying mirrored release signatures, and configuring access to your private registry. For a smooth upgrade experience, establish a complete chain of trust within your...
Eric Beaudoin
2025-12-03 07:15
🚀 Managing AI workloads on Kubernetes just got easier! Red Hat OpenShift AI 3 introduces KubeRay and Kueue to tackle resource management issues. This integration allows for priority-driven scheduling and efficient resource control for Ray workloads. Key workflows include: - Long-running RayClusters for interactive development - Quick-iteration jobs for rapid testing - Ephemeral clusters for automated job management Data scientists can now manage resources seamlessly with the CodeFlare SDK....
Laura Fitzgerald, Bryan Keane, Pat O'Connor
2025-12-03 01:46
At Microsoft Ignite 2025, the focus was on transforming AI agents into collaborators rather than just automation tools. Amanda Silver and Karl Piteira discussed how this shift enhances engineering workflows, allowing developers to work alongside intelligent agents like GitHub Copilot. One case study highlighted how a complex migration project was completed in under 2 hours with 80-90% accuracy, compared to the usual 4-6 weeks. This success stemmed from treating AI as a partner, not just a...
Jenny Ferries
2025-12-03 00:00
🚀 Learn how to enhance your Zoho CRM experience! This tutorial guides you through building a PHP application that sends SMS notifications to meeting participants. Stay updated on new meetings or any changes with the Twilio and Zoho CRM integration. Perfect for developers looking to streamline communication! 📲💼 #Twilio #ZohoCRM #SMSIntegration #Developers #TechTutorial
Matthew Setter
2025-12-03 00:00
🚀 Migrating from Azure DevOps to GitLab? This guide outlines a clear process for a successful transition. Key steps include: - Use GitLab's Congregate or built-in tools for repository migration. - Migrate CI/CD pipelines and other assets like work items and artifacts. - Plan your migration carefully by assessing timelines and structures. Ensure to run pilot migrations to validate your process before full execution. #GitLab #AzureDevOps #MigrationGuide #DevOps #SoftwareDevelopment
Michael Leopard
2025-12-03 00:00
Disconnected data can significantly hinder modern investigations. 🕵️♂️ Investigators often face challenges due to fragmented systems and unstructured data, like handwritten notes and audio recordings. This makes it hard to piece together crucial information quickly. Elastic offers a solution with its secure data mesh approach, helping agencies connect isolated data sources. This enables faster insights and supports evidence-driven outcomes without compromising security. 🔍 #DataMesh...
Josh Phifer
2025-12-03 00:00
🚀 Startups can enhance their B2B SaaS offerings by leveraging Auth0’s capabilities. The Auth0 for Startups program provides tools like multi-tenancy, which allows distinct user management for each business customer. This ensures a tailored experience with features such as Single Sign-On and custom branding. Key benefits include support for up to 100,000 active users, inbound SCIM, and more. Explore how you can secure and customize access for your business clients! 🔒✨ #B2B #SaaS #Startups...
Shreya Gupta
2025-12-03 00:00
🚀 Learn how to integrate RabbitMQ into your Go applications with this step-by-step guide. The article outlines the process of building a resilient application using RabbitMQ, a powerful messaging broker. Key topics include installation, setup, and best practices for effective message handling. Dive into the world of messaging in Go! 🐇📦 #RabbitMQ #GoLang #ProgrammingTips #SoftwareDevelopment #Messaging
Temitope Taiwo Oyedele
2025-12-02 19:03
🚀 Mistral has launched Mistral Large 3 and the Ministral 3 family under Apache 2, offering open-source checkpoints for developers. 🔍 Mistral Large 3 features sparse MoE with optimized low precision variants. The Ministral 3 models come in 3B, 8B, and 14B sizes, supporting multilingual and multimodal inputs. 🔧 With vLLM and Red Hat AI, users can access these models on Day 0 for immediate deployment without custom integrations. #MistralAI #OpenSource #AIModels #RedHatAI #vLLM
Saša Zelenović, Doug Smith, Tyler Michael Smith, Dipika Sikka, Kyle Sayers, Eldar Kurtić, Tarun Kumar
2025-12-02 16:30
🌐 In the evolving landscape of hybrid and multi-cloud environments, managing infrastructure is becoming increasingly complex. 🔍 An article discusses how Terraform actions can standardize Day 2 workflows, ensuring effective long-term infrastructure management. It highlights that most risks occur post-deployment, making ongoing maintenance crucial. ⚙️ Day 0 involves provisioning, Day 1 focuses on configuration, and Day 2+ is about management and optimization. Common challenges include...
Steven Weaver
2025-12-02 16:00
🚀 Dive into the world of cybersecurity with Cisco's latest ethical hacking challenge! The "Capture the Flag: Attack Chain from Recon to Root" challenge focuses on identifying vulnerabilities in web applications. Participants will learn to navigate the complete attack lifecycle, from reconnaissance to gaining administrative access. Your mission includes conducting reconnaissance, exploiting vulnerabilities, and simulating real-world attack scenarios to strengthen system defenses. Join now to...
Kyle Winters
2025-12-02 15:00
🚀 Explore the capabilities of Claude AI with the Model Context Protocol (MCP). This open-source standard enhances AI interactions with APIs, especially in the Claude Desktop environment. Claude Desktop now recognizes files on your system, facilitating smoother workflows. It offers prebuilt connectors, eliminating the need for manual server code, making it more user-friendly for developers. Installation is straightforward, and while the app integrates with the web, users are encouraged to...
David Eastman
2025-12-02 13:38
Did you know that calling GC.Collect() explicitly can force the garbage collector to reclaim memory? While it may seem useful, it's generally discouraged in most applications. The garbage collector is optimized to run automatically, and forcing it can lead to performance issues. Welcome to dotInsights by JetBrains! This newsletter shares the latest in .NET and software development. Check out the latest articles, including updates on .NET 10 and new C# 14 features! 🔗 #DotNet...
Rachel Appel
2025-12-02 10:34
Long build times can hinder developer productivity and increase release cycle times. The article by Mdu Sibisi highlights the importance of optimizing CI/CD pipelines for better performance. 🚀 It outlines a three-phase approach: 1️⃣ Identify performance bottlenecks. 2️⃣ Optimize with effective solutions. 3️⃣ Continuously improve to prevent future issues. Using data-driven strategies ensures teams adopt the right tools effectively. 📊 #DevOps #CICD #Productivity #TeamCity #SoftwareDevelopment
Olga Bedrina
2025-12-02 07:01
🚀 Developers and system admins can now streamline OS image creation for IBM Power systems using bootc! This guide explains how to build reproducible, container-native OS images efficiently. Bootc allows you to convert OCI container images into bootable OS images, enhancing speed and consistency. Key steps include setting up your ppc64le builder machine, installing necessary tools, and defining your custom image. For detailed instructions, check the full article! 🖥️🔧 #IBMCloud #PowerSystems...
Manish Kumar
2025-12-02 07:01
Unlock the potential of your AI models with SDG Hub! 🚀 This open-source framework transforms minimal quality data into extensive synthetic datasets. It utilizes modular blocks to create automated pipelines that generate, validate, and scale data while keeping sensitive information secure. 🔒 Developers can enhance model training efficiency with tailored synthetic data, making the process faster and more cost-effective. Explore the step-by-step guide to get started with SDG Hub and create high-...
Legare Kerrison, Frank La Vigne
2025-12-02 00:00
🚀 CI/CD transforms code deployment by automating processes to reduce manual intervention. Continuous Integration (CI) merges code changes frequently and identifies issues early, while Continuous Delivery (CD) ensures seamless deployment to production. The guide highlights the benefits of PR environments, which provide isolated preview settings for testing without operational overhead. Learn more about the modern deployment practices that enhance reliability and efficiency! 🔧✨ #CICD #DevOps...
2025-12-02 00:00
Learn how to authenticate users with magic links in Go! 📱✨ This tutorial guides you through building an application that uses Twilio's Programmable Messaging API to send magic links via SMS for user authentication. Discover the step-by-step process and enhance your app's login experience! #GoLang #Twilio #WebDevelopment #MagicLinks #Authentication
Tolulope Babatunde
2025-12-01 22:00
Unlock the potential of AI in finance with Model Distillation! 💡 Large language models are transforming quantitative finance for tasks like alpha generation and risk prediction. However, challenges in cost and integration persist. NVIDIA technology offers solutions for continuous model fine-tuning, creating smaller, efficient models that maintain high accuracy while reducing costs. This enables seamless integration into financial workflows. Discover how developers can utilize tested...
Dhruv Desai
2025-12-01 20:00
🚀 JupyterLite is transforming education by enabling half a million French high school students to learn math and programming directly in their browsers. This serverless platform, developed by QuantStack, eliminates the need for cloud deployments, making it scalable and efficient. Founder Sylvain Corlay highlights its potential for global accessibility, aiming for a billion users in the future. 🌍💻 #JupyterLite #EducationTech #CodingForAll #TechAccessibility #QuantStack
Michelle Gienow
2025-12-01 18:00
Cisco's Black Belt Academy is enhancing partner success through the Cisco 360 Partner Program. Key updates include: 📚 Fresh content, with 70% of training materials updated in the last 18 months. 🖥️ A redesigned learning interface for easier navigation. 🤖 Innovative AI tools for instant translations and practice sales pitches. These changes aim to provide partners with valuable resources for consistent growth. #Cisco #PartnerSuccess #Training #AI #BusinessGrowth
Alejandro Rodriguez
2025-12-01 17:00
Explore the new transformWithState API, designed to tackle schema evolution in data engineering. This tool streamlines complex state processing, enhancing operational sessionization. Learn how it can address common challenges across various industries. For more insights, check out the article! 🌟📊 #DataEngineering #SchemaEvolution #transformWithState #OperationalInsights
2025-12-01 17:00
Unlock the potential of physical AI with the NVIDIA Cosmos Cookbook! 📚 This guide offers step-by-step recipes for generating scalable, high-fidelity synthetic data, addressing the challenges of collecting diverse real-world datasets. 🌍 Key features include video data augmentation techniques using various control modalities like depth, edge, and segmentation, enabling developers to create realistic variations while maintaining consistency. 🤖 Perfect for robotics developers aiming to enhance...
Prachi Mishra
2025-12-01 16:00
Unlock the power of Natural Language Processing (NLP) with Hugging Face and Python! 🤖 Hugging Face offers advanced pre-trained models for tasks like summarization, question answering, and sentiment analysis. It outperforms other libraries by utilizing models like GPT and BERT. Real-world applications include market analysis, customer service automation, and research acceleration. 📊💬 A tutorial provides a basic introduction for developers familiar with Python, guiding you through creating a...
Jessica Wachtel
2025-12-01 13:13
Unlock the potential of semantic search with Docker Model Runner! 🚀 Embedding models are crucial in AI, enabling systems to grasp meaning beyond just words. However, using hosted APIs can lead to privacy concerns and higher costs. With Docker Model Runner, you can run models locally, ensuring data control and efficiency. Learn how to implement these models for smarter searches and discover the theory behind embeddings. #AI #SemanticSearch #Docker #DataPrivacy #EmbeddingModels
Simeon Ratliff
2025-12-01 08:00
🔍 Red Hat Lightspeed (formerly Red Hat Insights) enhances operational efficiency with proactive analytics. The new Model Context Protocol (MCP) allows AI to interact with services using natural language. This feature simplifies incident response by providing immediate answers to queries about alerts, such as CVEs. The article provides a step-by-step guide on setting up the insights-mcp service, including creating service accounts, assigning roles, and deploying the server. For more details,...
Samiksha Saxena
2025-12-01 07:15
🚀 Looking to migrate a .NET application? Consider the lift-and-shift approach on Red Hat OpenShift. This method allows you to move applications with minimal code changes, making it a practical first step towards modernization. The article details the process of containerizing an e-commerce app using a Containerfile and highlights key considerations for deployment. Key points include using the Red Hat .NET 9.0 SDK image and setting up security best practices for non-root users. For those...
Kevin Chung, Sam Foreman
2025-12-01 00:00
🚀 Exploring full-stack TypeScript applications? This guide details the differences between full-stack frameworks and standalone services. It highlights serverless deployment options like Cloudflare Workers and Vercel, alongside the benefits of long-running servers with Railway. Key points include execution models, state management, and resource limits for each approach. This information is useful for engineers selecting the right architecture for their projects. #TypeScript #WebDevelopment...