2026-06-17 07:01
๐ Automating application migration is now possible with MigIQ! This tool transforms a Spring Boot REST API into Quarkus, showcasing a structured approach that combines graph analysis, automated planning, and parallel execution. Key phases include: 1๏ธโฃ **Analysis**: Understanding code dependencies. 2๏ธโฃ **Requirements**: Gathering context for the target platform. 3๏ธโฃ **Planning**: Creating a detailed task list for migration. 4๏ธโฃ **Execution**: Running tasks in parallel. 5๏ธโฃ **Reporting**:...
Syed M Shaaf
2026-06-16 16:00
Unlocking the potential of transformer-based models is key for AI advancements. This article discusses optimizing low-precision training using NVIDIA Hopper and Blackwell GPUs, which support FP8 and NVFP4 operations. These innovations can accelerate training time and reduce costs. It emphasizes understanding GEMM workloads to find the best precision settings for your model, enhancing efficiency in training. For example, CodonFM, a biology-focused language model, illustrates these concepts in...
Jonathan Mitchell
2026-06-16 00:00
Kubernetes excels in managing workloads at scale through feedback loops. Operators act as feedback controllers, reconciling desired states, similar to a thermostat maintaining temperature. The article explains how to implement these loops, starting with running a Postgres database manually before transitioning to Kubernetes. Understanding the gap between desired and actual states is crucial for effective database management. ๐ง๐ #Kubernetes #DevOps #DatabaseManagement #CloudComputing...
Fatih Arslan
2026-06-15 18:07
Foundation models are transforming computational biology, leveraging vast datasets of protein and genomic sequences. Models like ESM2 and Evo2 are effective for various tasks, but adapting them can be challenging due to their size. Low-Rank Adaptation (LoRA) offers a solution by training only a small number of parameters while keeping the main model frozen, significantly reducing resource demands. NVIDIA BioNeMo Recipes simplify this process, providing accessible training workflows on popular...
Bruno Alvisio
2026-06-15 16:00
Unlocking workload identity can be challenging. A recent article discusses using HashiCorp Vault as a SPIFFE identity issuer to enhance authorization. Many teams seek a unified identity standard across various environments but face architecture fatigue. The article emphasizes the importance of translating trusted identities into access controls without complicating existing systems. SPIFFE provides a consistent way to represent machine identity, but it doesnโt dictate the execution process....
Dinesh Gawande
2026-06-15 13:12
Learn how to permanently set a network interface administratively down using NetworkManager! This article covers both legacy and new methods. Prior to NetworkManager 1.57, a special configuration file was needed. Now, with versions 1.57 and later, you can use simple nmcli commands to manage interface states without complications. For more details, check out the full article! ๐ก๐ง #NetworkManager #SysAdmin #Linux #Networking #nmcli
Greg Scott
2026-06-15 12:40
Data migrations often come with challenges, including high risks and stress. This article discusses a new approach, suggesting that migrating data should happen alongside modernization for quicker results. It emphasizes the importance of experienced partners and AI-driven automation to overcome obstacles. Additionally, it highlights strategies to reduce costs through progressive decommissioning. ๐๐ผ๐ #DataMigration #TechInnovation #AI #CostEfficiency #DigitalTransformation
2026-06-15 12:00
Engineers communicate through various channels, but often overlook the importance of code as a communication tool. Code serves as a message for future engineers, teammates, and even your future self. It should be clear and understandable, allowing others to grasp the context without additional questions. Think of pull requests as stories, where each commit is a chapter. This approach ensures that the reasoning flows logically, making it easier to follow the development process....
Hernan Garchtrom
2026-06-15 07:25
๐ Document AI transforms messy, high-volume documents like contracts and invoices into structured data for easier use. ๐ค Generative AI enhances adaptability, enabling summaries and queries. However, accuracy still requires human validation and review. ๐ Governance is essential for adoption, ensuring sensitive data is protected with proper access controls and policies. #DocumentAI #ArtificialIntelligence #DataManagement #Governance #MachineLearning
2026-06-15 00:00
๐ Exciting news for game developers! More than 20 professional Unreal Engine courses are now available for free on the Epic Developer Community. These on-demand courses cover various topics, including UE foundations, animation, game development, and C++ programming. Enhance your skills today! ๐ฎโจ #UnrealEngine #GameDevelopment #EpicGames #Learning #FreeCourses
2026-06-15 00:00
๐ Monitor your database activity in real-time with the new Connections feature! Connections allows you to manage active sessions for Postgres and Vitess databases, helping you identify locking patterns and debug issues efficiently. Say goodbye to manual monitoring and looping queries. With an interactive live view, you can sort sessions and quickly access essential details like Process ID and status. #DatabaseManagement #Postgres #Vitess #Debugging #TechTools
Brett Warminski
2026-06-13 17:00
JetBrains has introduced a new initiative aimed at bridging the skills gap in programming education. The JetBrains Course Creators Program allows educators on platforms like Udemy and Coursera to incorporate practical coding exercises into JetBrains IDEs. This approach emphasizes hands-on experience, enabling students to write, run, and debug code in real-world tools. JetBrains believes as AI-generated code increases, developers must strengthen their foundational skills in debugging and...
Darryl K. Taft
2026-06-12 18:28
๐ **Unlock Faster LLM Inference with Speculative Decoding!** Speculative decoding combines two models: a fast speculator (the hare) that predicts multiple tokens and a larger verifier (the tortoise) that validates them. This method can enhance performance by over three times for predictable tasks like code generation and structured outputs. However, itโs essential to train the speculator model on the same dataset as the verifier for optimal results. Interested in improving your LLM...
Sawyer Bowerman
2026-06-12 17:52
Recent research highlights the potential of AI tools in helping individuals understand skin conditions. ๐๐ฉบ Over half of adults seek health information online, yet many struggle to interpret what they find. This is especially true in dermatology, where users may not know how to search effectively for specific skin concerns. To enhance decision-making, it's vital to study how people interact with AI tools. Previous studies indicate that while users may recognize conditions better, they still...
2026-06-12 17:05
๐ Exciting advancements in database development are here! The article discusses how the methodology of Evolutionary Database Design has evolved over the years. It highlights the introduction of copy-on-write database branching in Databricks Lakebase, which allows for rapid branching of large databases. This innovation addresses previous challenges with per-developer database instances, making it easier for teams to implement effective database practices. #DatabaseDevelopment...
2026-06-12 14:00
๐ฃ In a recent article, a senior staff engineer raises concerns about team capacity and sustainability in software engineering. The engineer seeks ways to influence management to prioritize healthier workloads, emphasizing the need for slack to foster resilience rather than burnout. The discussion highlights the complexities of capacity management, including time estimates, motivation, and productivity. This first advice column on Stack Overflow aims to address these pressing issues every...
Charity Majors
2026-06-12 11:43
Did you know the `var` keyword in C# isnโt actually a keyword? ๐ง It serves as a contextual keyword, specifically for variable declaration. Defining a class named `var` can lead to interesting outcomes in your code. Welcome to dotInsights by JetBrains! This newsletter shares the latest in .NET and software development. Check out articles on performance profiling, SAML Single Sign-On, and more from the developer community. ๐ปโจ #DotNet #CSharp #SoftwareDevelopment #JetBrains #ProgrammingInsights
Matt Ellis
2026-06-12 08:46
๐ Discover how to implement the OAuth 2.0 Device Authorization Flow in a C# console application! This tutorial guides you through authorizing a .NET app without a browser on the device itself. Key steps include: 1. Sending a device code request to Auth0. 2. Displaying the verification URI and user code. 3. Polling for user authentication until approval. 4. Receiving access tokens upon successful authorization. Learn how to simplify authentication for devices that can't use browsers! ๐๐ป...
Andrea Chiarelli
2026-06-12 07:54
Customer segmentation is the practice of dividing a customer base into smaller groups for targeted marketing. Effective segmentation uses various methods, including demographic, behavioral, and AI-driven models. A key factor in successful segmentation is unifying customer data into a single source, known as Customer 360. Databricksโ CustomerLake offers a solution by building segments directly on governed data without needing extra vendors. #CustomerSegmentation #DataDriven #MarketingStrategy...
2026-06-12 07:00
๐ Model-as-a-Service (MaaS) is now available with Red Hat OpenShift AI 3.4, allowing companies to run their own private AI APIs. MaaS offers a self-service path for developers, providing curated model endpoints while maintaining control over costs and security. It addresses issues like shadow AI and model deprecations by centralizing access and management. This architecture enables efficient AI integration while ensuring data sovereignty and observability. #ModelAsAService #AIIntegration...
Cedric Clyburn
2026-06-12 07:00
๐ Learn how to deploy virtual machines (VMs) in Microsoft Azure using Red Hat Satellite! This guide explains the setup process for managing both on-premises and cloud workloads seamlessly. It covers prerequisites, including Azure credentials and a Red Hat Satellite instance. Follow step-by-step instructions to create a custom VM image and configure Microsoft Azure as a compute resource within Satellite. Maximize efficiency and maintain centralized management while adapting to cloud...
รivind Ekeberg
2026-06-12 00:00
Voice AI technology is transforming business communications by enabling automated conversations that mimic human interaction. ๐ค In 2026, this technology continues to evolve, offering platforms that integrate seamlessly into various industries. Real-world examples highlight its effectiveness in enhancing customer service and operational efficiency. Discover what to consider when choosing a voice AI platform. #VoiceAI #Automation #CustomerService #TechTrends #BusinessTools
Jesse Sumrak, Ravleen Kaur
2026-06-11 21:13
๐ Exciting updates for CCNP Security professionals! Cisco U. is offering a free SDSI Learning Path from May 29 to July 13, 2026, as part of the Rev Up to Recert program. Additionally, a new course on Duo Identity and Access Management is now available, focusing on SSO, multi-factor authentication, and identity security. This course is not linked to a certification exam but prepares learners for upcoming Cisco Security exams launching on August 27, 2026. #CiscoSecurity #CCNP #NetworkSecurity...
Francois Caen
2026-06-11 14:30
Unlocking AI's potential in software delivery can lead to delegating up to 40% of tickets. ๐ค While AI excels in coding and other areas like planning and QA, current manual processes hinder its full capabilities. Redesigning the software delivery process is essential to prioritize AI agents. Key elements include providing context, setting guardrails, and ensuring visibility for engineers. This approach involves five phases: Planning, In Review, In Development, Preview, and Deploy. To support...
Zohar Einy
2026-06-11 11:28
Choosing the right AI framework is crucial for project success. Python leads in AI development, offering a variety of frameworks tailored to specific needs. Frameworks fall into three main categories: - **Deep Learning** (e.g., TensorFlow, PyTorch) for neural networks. - **Classical ML** (e.g., scikit-learn, XGBoost) for structured data. - **LLM & AI Agents** (e.g., LangChain, Hugging Face) for applications using large language models. Open-source frameworks dominate due to community support...
Evgenia Verbina
2026-06-11 07:16
Unlock AI evaluations in your CI/CD pipeline with EvalHub's CLI! ๐ This article details the workflow from setup to production, focusing on how to integrate automated evaluations. Key commands and environment variable configurations streamline the process, enhancing efficiency. Check out the series for more insights on building a scalable AI evaluation infrastructure! #AI #CICD #EvalHub #Automation #DevOps
William Caban Babilonia, Rui Vieira, Matteo Mortari
2026-06-11 00:00
๐ Daniel, a training designer, faced challenges in creating effective training experiences for operators. Traditional methods often failed to engage learners, leading to gaps in knowledge when they entered the factory. ๐ง With Unity Studio, he transformed the training process by using existing 3D assets to create interactive, hands-on experiences. This allowed him to build realistic scenarios where operators could practice decision-making in a safe environment. ๐ Feedback cycles improved...
2026-06-11 00:00
In the evolving landscape of coding, clean commits, thoughtful pull requests (PRs), and useful comments are essential. As AI agents increasingly generate code, the quality of human contributions becomes even more significant. Ensuring clarity and intent in our coding practices will help future developers understand our work. ๐ฅ๏ธ๐ก #Coding #AI #SoftwareDevelopment #CleanCode #FutureOfTech
2026-06-11 00:00
Discover the role of IVR (Interactive Voice Response) in call centers. This technology helps route customer calls efficiently, enhancing the overall experience. The article outlines key benefits and best practices for implementing IVR in contact centers, ensuring effective communication. Learn more about optimizing customer interactions with IVR! ๐๐ค #CustomerService #IVR #CallCenterTech #BusinessEfficiency #TechTrends
Jesse Sumrak, Nathalia Velez Ryan, Ravleen Kaur
2026-06-10 17:25
Transform your service desk with AI! ๐คโจ Discover how Rovo agents in Jira Service Management can auto-classify 90,000 tickets, eliminating wait times and enhancing efficiency. This white paper details a step-by-step guide for deployment and features a case study from Atlassianโs IT service desk. Learn about the challenges of repetitive requests and how Rovo agents can tackle them effectively, allowing skilled agents to focus on complex issues. Explore more! ๐๐ผ #AIinServiceDesk...
Christopher Cheung
2026-06-10 16:14
Understanding the Rule of Zero, Three, and Five (0/3/5) in C++ is essential for managing resource ownership effectively. ๐ฅ๏ธ These guidelines help prevent common issues like double-frees, dangling pointers, and broken copies. The article explores these rules and shares insights on how to enforce them using static analysis. Anna Zhukova, a software developer at Qodana, discusses her experiences and thoughts on improving code security and efficiency. ๐โจ #Cplusplus #StaticAnalysis...
Kerry Beetge
2026-06-10 13:09
๐ Bazel is an open-source build system that streamlines software builds and tests across multiple languages and platforms. This article discusses methods for building Bazel applications on Automotive Stream Distribution (AutoSD). Three approaches are highlighted: 1๏ธโฃ **Native AutoSD GCC Toolchain**: Direct integration with AutoSD for minimal abstraction. Best for exclusive AutoSD targets. 2๏ธโฃ **S-Core Abstracted Toolchain**: Supports multiple platforms, ideal for CI/CD environments, reducing...
Bilal Elmoussaoui
2026-06-10 00:00
๐ Understanding call queues is essential for effective customer service. These systems manage incoming calls, ensuring they're directed to available agents efficiently. They help balance caller priority and agent skills, minimizing hold times. Modern features include customizable hold music and estimated wait times, enhancing the customer experience. Explore how smart call queuing can improve your operations! #CustomerService #CallQueue #BusinessSolutions #CallCenterManagement #Efficiency
Jesse Sumrak, Ravleen Kaur
2026-06-10 00:00
๐ Introducing **DiffusionGemma**, an innovative text-generation model based on the Gemma 4 architecture. This experimental model utilizes diffusion-based parallel generation for faster and more efficient text processing. Key features include: - **Compute-bound parallel generation**: Achieves up to 4x faster token generation on GPUs. - **Bidirectional context awareness**: Enables real-time self-correction and evaluates entire text blocks simultaneously. - **Developer-friendly design**:...
2026-06-10 00:00
Unlock the power of Auth0 Token Vault! ๐ This article explains how to connect any OAuth2 service to AI agents using a custom integration. Auth0โs Token Vault allows you to register your own services as social connections, making it easier for AI agents like Claude Code to call internal APIs without exposing credentials. Learn about the auth0-tv CLI tool to execute API calls seamlessly and securely. #Auth0 #AIIntegration #OAuth2 #TokenVault #TechGuide
Deepu K Sasidharan
2026-06-09 17:30
๐ At Lyft, we transformed our chaotic support ticketing system into a streamlined, self-routing operation over five years. Initially, our Jira Help Center was cumbersome with duplicate forms and no clear routing logic. We consolidated four portals into one dynamic form, enhancing efficiency and visibility. Now, one-third of tickets are routed automatically, saving hours of manual work annually. This evolution not only improved response times but also empowered our teams to focus on analytics....
Atulgupta
2026-06-09 16:31
Building reliable AI agents is a significant challenge, especially when they perform well in demos but falter in production. In their article, Sharma and Hegde discuss their experience with an AI agent for capacity optimization. They faced issues due to a lack of a single source of truth for CPU configurations, which were scattered across multiple systems and often inconsistent. The authors highlight that traditional methods like prompts and multiple agents did not resolve reliability issues....
Scott Nyberg
2026-06-09 12:00
๐ Cisco's Marketing Revenue Operations team has developed an AI enablement playbook to streamline innovation and secure deployment. This initiative transforms AI strategies into actionable solutions, addressing the complexities of AI implementation. The playbook is designed to support teams in turning AI concepts into real-world impact for customers and partners. #Cisco #AI #Innovation #Marketing #RevenueOperations
Daryl Thomas
2026-06-09 10:46
Discover how an innovative agent created a 3D gallery of Paris by integrating two Hugging Face Spaces. This project showcases the potential of AI technology in building immersive experiences. The article delves into the technical process and tools used to achieve this unique virtual environment. Explore the future of digital galleries! ๐๐จ #HuggingFace #3DArt #AIDesign #VirtualReality #Innovation
2026-06-09 07:01
๐ EvalHub now supports a "bring-your-own-framework" (BYOF) approach, allowing teams to integrate custom evaluation frameworks. This enables organizations to leverage proprietary or academic evaluation harnesses not included in the default provider set. By implementing a simple Python method, users can package their framework, enabling features like experiment tracking and OCI artifact persistence. Learn more about building your custom adapter and the integration process. #EvalHub #AI...
William Caban Babilonia, Rui Vieira, Matteo Mortari