2026-10-05 13:57
🔍 Did you know? The System.Threading.Interlocked class allows atomic operations on shared variables, enabling safe updates by multiple threads without using locks. Welcome to dotInsights by JetBrains! This newsletter shares the latest in .NET and software development. 📚 Recent highlights include: - C# 15 updates and TypeSafe’s AI model in .NET. - Creating an Account UI in .NET MAUI. - Control flow obfuscation for .NET and Java teams. Stay informed! #dotNet #SoftwareDevelopment #JetBrains...
Rachel Appel
2026-10-05 00:00
🚪 GitLab's engineering team recently tackled authorization challenges in their internal GRC tool, which serves both the Security Compliance and Internal Audit teams. The original setup only checked if users were logged in, leading to significant security gaps. The team restructured the app, creating independent modules for each audience while maintaining a core with shared functionalities. 🔒 Access control now relies on Django's built-in auth system, ensuring that users can only access data...
Donovan Felton
2026-10-02 20:28
🌟 Interested in launching your career at Palantir? Their Early Talent program focuses on engineering roles for new grads and interns. Hiring Managers share their journeys and the value of mentorship, collaboration, and ownership in their work environment. They emphasize the unique balance of a big tech company with the culture of a startup. This is a great opportunity to connect and grow! 🚀 #Palantir #EarlyTalent #CareerGrowth #TechJobs #EngineeringCareers
Palantir
2026-10-01 18:13
Unlock faster application development on NVIDIA BlueField with the new DOCA AI agent skills! 🚀 These skills provide AI agents with the domain-specific knowledge necessary for effective infrastructure development. By leveraging verified API signatures and build constraints, developers can enhance their workflows. Available on GitHub, these skills offer a structured approach for better performance across various DOCA scenarios. Discover how to build more stable code with DOCA agent skills...
Tanya Lenz
2026-10-01 17:59
Enhance your local applications with AI using C++ and NVIDIA TensorRT! The article discusses the "Do Inference Now" (DIN) Deploy, an open-source collection of C++ samples. It utilizes ONNX Runtime and NVIDIA TensorRT for seamless model integration across Windows and Linux systems. Developers can export models from Hugging Face to ONNX format and implement them in native C++ applications without needing a model-specific runtime. The project supports various AI tasks, including automatic speech...
Luca Spindler
2026-10-01 13:01
Unlock the potential of your projects with the right skills! 🔑 In the article "Master your skills: Building skills you can trust," the author emphasizes the importance of agent context and skill sharing across teams. It builds on previous discussions about setting up skills and marketplaces. Understanding how to verify the effectiveness of your skills is crucial for project success. Explore how to ensure your skills truly deliver! 🚀 #ProjectManagement #SkillDevelopment #RedHat #AgentSkills...
Dejan Bosanac
2026-10-01 09:39
🔍 Curious about Rust development? The article compares RustRover and VS Code + rust-analyzer, highlighting their features and trade-offs. VS Code is versatile, allowing customization with extensions and providing Rust support through rust-analyzer. It focuses on flexibility for multiple languages. 🛠️ RustRover, on the other hand, is a dedicated IDE for Rust, offering integrated code analysis and project management via Cargo. It's designed for those who need comprehensive tools in one place. 📊...
Irina Mihajlovic
2026-10-01 05:00
🚀 Fine-tuning NVIDIA Nemotron enhances automatic speech recognition (ASR) for Saudi Arabic dialects. Regional dialects often lack representation, impacting model performance. Fine-tuning helps improve recognition for specific dialects while considering local conditions. The NVIDIA NeMo framework offers a structured approach to adapt ASR models effectively. Techniques like minimal curation, replay mixing, and length bucketing are key to this process. #NVIDIA #SpeechRecognition #ArabicDialects...
Elizabeth Goodman
2026-09-30 16:00
🔍 Exploring agent behavior is crucial for optimizing performance. An agent might complete a task but still take an inefficient route, leading to increased latency and potential failures. 📊 The tutorial on NVIDIA NeMo Relay guides users through evaluating agent traces. It covers the setup of a Hermes Agent, running tasks, and inspecting event streams. 💻 You'll learn to combine task verification with trace evidence for better analysis. Check it out for insights on improving agent efficiency!...
William Markito Oliveira
2026-09-29 14:00
🔄 The article discusses strategies to ensure resource ownership is updated promptly when team changes occur. Often, a "last day" refers to the end of responsibility, not employment. This oversight can lead to outdated ownership tags, complicating approvals and security reviews. The solution involves a simple query and policy adjustments to cross-reference user activity and keep ownership accurate. Stay proactive about resource management! 🔍 #ResourceManagement #TeamChanges #ITSecurity...
Zeen Rachidi
2026-09-29 12:23
Software quality assurance (SQA) is evolving. Testing applications before release is no longer sufficient; a dynamic approach is now essential. According to the 2025 Stack Overflow Developer Survey, 84% of developers are incorporating AI tools into their workflows, necessitating frequent quality reviews. Techniques like shift-left analysis are moving quality checks earlier in the development process. Automation and various SQA tools play a crucial role, but understanding effective techniques...
Kerry Beetge
2026-09-28 13:01
Building effective fraud detection systems requires more than just high accuracy numbers. Standard training methods can overlook costly errors, allowing fraudulent transactions to slip through. A typical approach uses logistic regression with a 0.5 threshold, achieving 96% accuracy but potentially missing all fraud cases. Understanding custom cost metrics is essential for improving model performance. 🔍💡 #FraudDetection #MachineLearning #DataScience #ModelEvaluation #RiskManagement
Isaac Tigges, Neha Malepati
2026-09-28 12:00
Kapil M., a High Touch Engineering Technical Leader at Cisco, shares his journey overcoming CCIE challenges. He highlights how Cisco's supportive culture and emphasis on continuous learning played a crucial role in his career development. His story serves as an inspiring reminder of the value of collaboration and growth within the workplace. 🌟 #Cisco #CareerGrowth #LearningCulture #Inspiration #TechLeadership
Kapil Mehta
2026-09-25 13:01
Understanding edge computing and its platforms is important, but managing these solutions effectively is crucial. In a recent article, Red Hat addresses common customer concerns about managing edge environments. They emphasize a layered approach to streamline operations and enhance efficiency. Explore how Red Hat's strategies can simplify your edge computing management. 🌐💻 #EdgeComputing #RedHat #TechManagement #ITSolutions #CloudComputing
Daniel Froehlich
2026-09-25 12:58
🚀 Discover how to create a unified CI/CD control plane using Red Hat Developer Hub! The article details the setup of a Red Hat Developer Hub instance on OpenShift. It covers configuring secrets, enabling dynamic plug-ins for Tekton, Argo CD, Quay, and Kubernetes, along with setting up role-based access control (RBAC) policies and service account permissions. For those looking to streamline their CI/CD workflows, this guide is essential! #RedHat #DevOps #CICD #OpenShift #CloudComputing
Rishabh Singh
2026-09-24 08:44
🚀 Exciting news for Kotlin Multiplatform developers! The new TeamCity integration simplifies the iOS publishing process. It guides users from their first Git push to a tested build, TestFlight release, and automated pipeline—all within their IDE. Challenges like macOS infrastructure and Apple signing are addressed with a streamlined onboarding process. TeamCity Cloud offers hosted macOS agents with a free tier, making it easier to start without prior CI/CD knowledge. This integration focuses...
Bozidar Rakicevic
2026-09-19 14:00
🚀 Lauren Tan, an engineer at SpaceXAI, recently shared her workflow guide, pstack, which enables her to ship 2,000 pull requests (PRs) monthly. This impressive feat equates to nearly 100 PRs each workday. 🔍 The key to this productivity is verification. Tan emphasizes that an agent’s ability to check its own work is critical for maintaining high output. 🔧 With effective verification, agents can keep working until tasks are complete, significantly enhancing team efficiency. #Engineering...
Arjun Iyer
2026-09-18 13:01
Explore the various topologies of Red Hat OpenShift and how they align with your physical infrastructure. The article emphasizes understanding these configurations to optimize your edge computing strategy. Learn how to choose the right topology for your specific needs. 🔍📊💻 #RedHat #OpenShift #EdgeComputing #TechInsights #CloudComputing
Daniel Froehlich
2026-09-17 13:30
🔗 Cisco is addressing the challenges transit agencies face with outdated networks. Through secure, AI-ready connectivity, they provide full visibility and enhance cyber resilience. This support helps improve operational efficiency in modern transportation systems. Learn more about how these advancements can transform transit operations. 🚍✨ #Transportation #Cisco #OperationalEfficiency #CyberResilience #AI
Emily Kasman
2026-09-17 13:16
Streamline your engineering processes with a unified CI/CD control plane. 💻 Red Hat Developer Hub helps eliminate time lost in context-switching between tools like OpenShift, Argo CD, Tekton, and Quay. Discover how this solution can enhance your development workflow. ⏳✨ #RedHat #CICD #DeveloperTools #DevOps #SoftwareDevelopment
Rishabh Singh
2026-09-17 13:00
Human oversight in software development is shifting from writing code to defining clear requirements. This change reflects the importance of having accurate instructions at the start of the pipeline. The article emphasizes that every control checks if the code meets its instructions, but the instructions themselves often go unexamined. A single poorly defined requirement can lead to significant issues, even with numerous safeguards in place. The process begins with a recorded scoping meeting...
Naseeb Ahmed Mian
2026-09-16 23:20
Unlock the potential of AI in robotics simulation! 🤖✨ Learn how agentic AI workflows can prepare and validate digital twins for physical AI systems. These agents inspect 3D scenes, author relevant data in OpenUSD, and ensure everything meets SimReady requirements. Discover the challenges in transforming Blender scenes into simulation-ready environments and how specialized agents streamline the process using NVIDIA tools. #AI #Robotics #Simulation #3DModeling #DigitalTwins
Tanya Lenz
2026-09-16 14:14
🔍 Modern development tools like IntelliJ IDEA offer extensive debugging support, making it challenging for newcomers to find the best starting point. 💡 Logpoints are recommended for those new to debugging. They simplify tracking issues without interrupting program flow and can be adjusted on-the-fly, saving time and effort. 🚀 The recent update in IntelliJ IDEA 2026.2 enhances logpoints, making it an ideal moment to explore their capabilities. Learn more about effectively using logpoints in...
Igor Kulakov
2026-09-15 14:49
🚀 Java 27 has officially launched as of September 15, 2026, following the six-month release schedule. This version introduces nine JEPs, including four final features and four preview features that are maturing. IntelliJ IDEA remains a strong supporter of the latest Java versions, benefitting from the JDK changes. For those using IntelliJ, setting up Java 27 is straightforward. You can download JDK 27 directly within the IDE or use tools like SDKMAN! and asdf. Explore the enhancements and get...
Marit van Dijk
2026-09-15 14:00
Managing cloud resources effectively is crucial for cost control. 🖥️ A recent article highlights the issue of unassigned cloud instances, especially when the original engineer has left. This can lead to unnecessary expenses and confusion. To tackle this, three key strategies are suggested: 1. **Continuous Inventory**: Use tools to maintain an up-to-date asset inventory. 2. **Owner Tagging Policy**: Implement policies that require every resource to have an assigned owner. 3. **Regular...
Zeen Rachidi
2026-09-14 11:00
Implementing caching strategies can significantly reduce costs when using large language models (LLMs). By checking if the inputs and context have changed before making a request, you can avoid unnecessary charges. This is achieved by creating an exact-match cache key based on fingerprints of the inputs. In practice, this approach minimizes compute waste in production data pipelines and can help manage costs associated with repeated LLM queries. Explore the benefits of exact-match caching to...
Abhilash Rao Mesala
2026-09-13 15:00
Chip Huyen's keynote at the P99 conference highlighted the high costs of inference in AI models compared to training. She emphasized that while training is a one-time expense, inference can be recurring, creating financial challenges. Huyen shared key metrics to measure latency, including Time to First Token (TTFT) and Time per Output Token (TPOT). For more insights, check out her talk and recap ahead of P99 CONF 2026! 🎤💡 #AI #Inference #P99Conference #TechTalk #LatencyMetrics
Tim Koopmans
2026-09-11 13:01
🔒 Is your encrypted server stuck in initramfs? This article explains how to unlock a LUKS root over SSH on Fedora and RHEL. It details three commands and a kernel argument that enable NetworkManager and sshd in the initramfs environment. This allows remote unlocking of your encrypted root, ensuring smoother server management. For more insights, check out the full post! #Linux #Fedora #RHEL #ServerManagement #Encryption
Josephine Pfeiffer
2026-09-11 13:01
Unlock the potential of large language models (LLMs) with AutoRAG! These models rely on training data to understand context, including specific corporate jargon. Without the right data, they may misinterpret information, leading to inaccuracies. AutoRAG aims to enhance LLMs by providing tailored knowledge, improving their response quality. #AI #AutoRAG #LanguageModels #TechInnovation #DataScience 🤖📊
Diego Alvarez Ponce, Diego Garcia Perez
2026-09-11 13:01
Choosing the right edge platform is crucial for organizations. Options vary widely, from basic single-board computers to complex Kubernetes clusters with advanced features. Selecting an inadequate platform can lead to challenges as needs evolve. Understanding your requirements is key to making an informed decision. 🔧💻🌐 #EdgeComputing #RedHat #Kubernetes #TechDecisions #CloudSolutions
Daniel Froehlich
2026-09-11 00:00
Understanding the total cost of ownership (TCO) for your DevOps platform is crucial for managing budgets effectively. 💰 TCO goes beyond subscription fees, incorporating variable costs like CI/CD compute, AI usage, and necessary infrastructure. A well-designed TCO model can illuminate spending, justify expenses to stakeholders, and pinpoint areas for cost reduction without affecting software delivery. Key cost drivers include platform access, CI/CD consumption, AI capabilities, and support...
GitLab
2026-09-10 15:00
Unlock the power of biomolecular structure prediction with NVIDIA's BioNeMo Inference Runtime (BioIR). 🚀 BioIR accelerates structure-prediction models on NVIDIA GPUs, maintaining the PyTorch workflow. It boosts throughput for large batches by utilizing Ray for multiple model replicas. Notably, BioIR contributed to the AlphaFold Database, generating high-confidence predictions for over 4,777 proteomes! 🔬 Explore its end-to-end capabilities and enhance your research efficiency....
Elizabeth Goodman
2026-09-10 12:30
AI code generators can speed up development, but they introduce a significant risk: Comprehension Debt. This occurs when teams lose understanding of their software architecture due to AI-generated code that may function correctly but violates design principles. To combat this, the article suggests transitioning from passive documentation to Executable Architecture using tools like pytest-archon. It emphasizes the importance of CI/CD pipelines to monitor architectural boundaries, as human...
Emmanuel Akita
2026-09-09 14:01
Explore the benefits of using local and open source coding assistants! Many popular AI coding tools lack transparency or compromise your data privacy by relying on cloud processing. For those seeking alternatives, consider integrating an open coding assistant with an open source IDE. Stay in control of your projects while enhancing your coding experience! 💻🔍 #OpenSource #Coding #DataPrivacy #AI #DeveloperTools
Seth Kenlon
2026-09-09 12:02
🚀 Rust AI is advancing from experimentation to practical applications! We launched a new livestream series with the Rust Foundation, featuring Developer Advocate Orhun Parmaksız and Rig Lead Maintainer Stephen Korzeniewski. They discussed how Rust and AI can work together in real-world scenarios. During the first session, Orhun showcased a coding agent created with Rig and Ratatui. Viewers learned about Rig's capabilities, which streamline interactions with various LLM providers like OpenAI...
Irina Mihajlovic
2026-09-08 00:00
Unlock the potential of #GitLab Duo Self-Hosted by connecting it with models in #Microsoft Foundry! This setup allows organizations to manage code securely while meeting data sovereignty and residency requirements. With options to select model families like GPT, Claude, Llama, and Mistral, teams can customize deployments to fit their needs. Key benefits include: - Deployment choice for data residency - Feature-level model configuration - Azure integration for centralized operations Explore...
Evgeny Rudinsky
2026-09-07 07:01
🚀 Red Hat Developer Hub offers a new approach to software template authoring with rhdh-templates. Platform engineers and developers often face challenges with Nunjucks syntax and locating YAML files. The process can lead to errors that are only identified after rendering in the developer portal. AI tools may assist with generic YAML, but they do not support the specific conventions of Red Hat Developer Hub and Backstage. #RedHat #DeveloperHub #YAML #SoftwareTemplates #TechNews
Kashish Mittal
2026-09-05 03:01
Unlocking the potential of AI in operations is crucial for effective incident management. In a recent article, a basic AIOps workflow was developed using AWS EC2, Red Hat Enterprise Linux, Red Hat Ansible Automation Platform, and Claude Code. The focus is on transforming insights from incidents into safe, repeatable actions. Explore how technology can streamline operations! 🌐💻 #AIOps #RedHat #Automation #TechTrends #IncidentManagement
Neha Chugh
2026-09-04 18:04
🚀 Exciting advancements in AI are here! The article discusses the development of a memory-driven Chief of Staff agent using NVIDIA NemoClaw. This AI agent reconstructs context to enhance productivity in enterprise workflows. Key features include a self model that organizes relevant information, tracks obligations, and allows user corrections to build trust. The design emphasizes maintaining context, separating evidence from action, and prioritizing user intent. For more insights, check the...
Tanya Lenz
2026-09-04 16:21
🚀 Running AI at the edge is becoming easier! Recent advancements have led to the development of compact open models that can perform multi-step reasoning without relying on data centers. This shift allows NVIDIA Jetson to run models like Nemotron 3.5 Lightning and Qwen3.8-27B locally, enabling applications in various fields. Developers can now optimize inference performance and validate configurations more effectively. Key topics include model selection, NVFP4 quantization, and usage of vLLM....
Elizabeth Goodman