Sunday, July 05, 2026
2026-07-05 13:00
The AI revolution is being driven by quantization, a process that compresses AI model weights for efficiency and affordability. In China, the commitment to open weights allows developers to customize and run models like Qwen and DeepSeek locally, enhancing their control over AI capabilities. These models serve as valuable tools in software development, aiding in tasks such as test generation and debugging, though they still require human oversight. #AIRevolution #Quantization...
Adrian Bridgwater
Saturday, July 04, 2026
2026-07-04 12:02
AI budget management is evolving as token consumption rises. 🤖 Engineers face challenges with high token usage per agent operation, leading to increasing costs. For instance, a simple task can consume up to 200,000 tokens when using multiple agents. To address this, teams are focusing on reducing unnecessary token transfers and optimizing workflows. Strategies include compressing context and routing tasks to more cost-effective models. Learn more about these solutions! 💡 #AIBudget...
Amanda Caswell
Friday, July 03, 2026
2026-07-03 17:19
🚀 Apple recently launched Safari Technology Preview 247, featuring a built-in Model Context Protocol (MCP) server. This allows AI agents to interact directly with the Safari browser. 🛠️ Developers can now utilize 16 tools to capture screenshots, inspect elements, and run accessibility checks without leaving the terminal. 🔒 Importantly, this server operates locally, ensuring user privacy by not accessing personal data or browsing history. This update signifies a shift in how browsers can...
Amanda Caswell
2026-07-03 09:57
🎉 KotlinConf 2026 celebrated the inaugural Golden Kodee Community Awards, honoring individuals and communities that enhance the Kotlin ecosystem. 🏆 This year’s winners include Matheus Leandro Ferreira for Education, Jaewoong Eum for Online Presence, Nicole Terc for Creativity, Eeva-Jonna Panula for Positive Societal Impact, and Yinlong Liu for In-Person Presence. 💻 Each winner shared insights into their impactful projects, showcasing the diverse contributions that drive the Kotlin community...
Jelena Ilic
2026-07-03 07:16
🚀 Red Hat has announced the general availability of Quarkus 3.33, establishing a new Long-Term Support (LTS) release focused on enterprise stability. This version combines key updates from 3.28 to 3.33, offering enhanced security, performance, and tooling improvements all at once. Key features include: - Modernized data access with Hibernate ORM 7.2 and updated clients for better efficiency. - Enhanced security controls for OpenID Connect, allowing for more precise token handling. - Full...
Jeff Beck
Thursday, July 02, 2026
2026-07-02 23:46
🚀 Hybrid Cloud Infrastructure (HCI) is reshaping data center architecture by merging compute and storage into one system. This eliminates centralized network storage and enhances resource management. 🔍 The technology utilizes clustered nodes and distributed software, creating a shared resource pool for efficient operation. 💻 Insights from experts highlight the need for a deeper understanding of HCI's impact on future data centers. #HybridCloud #DataCenter #HCI #TechInnovation #Cisco
Goran Martić
2026-07-02 21:25
AI is reshaping organizations, boosting productivity and innovation. Yet, concerns about data privacy and security can hinder adoption. 🤖🔒 NVIDIA Confidential Computing (CC) offers a solution, protecting enterprise data and model integrity during active use. Benchmark results show CC's performance is nearly identical to traditional methods, achieving up to 98% efficiency. 📊💡 #AISecurity #DataPrivacy #NVIDIA #Innovation #TechTrends
Elizabeth Goodman
2026-07-02 21:05
A recent cargo theft in Chicago has highlighted a new vulnerability in AI infrastructure: the physical supply chain. 🏗️🚚 Two trailers containing $1.3 million worth of data center equipment and copper wire were stolen from different locations. This incident underscores that as AI demand grows, the risk of theft of essential hardware is increasing. Supply chain delays can impact the entire deployment of AI systems, making this an emerging concern for the industry. 📈🔒 #AI #CyberSecurity...
Amanda Caswell
2026-07-02 21:03
Microsoft has announced a significant shift in its AI strategy, launching a new $2.5 billion initiative aimed at helping businesses customize their AI solutions. This move comes as the company acknowledges past mistakes, particularly in relying solely on OpenAI models. The new Microsoft Frontier Company will assist clients in integrating various AI tools from different providers, prioritizing flexibility and effectiveness. With this approach, Microsoft aims to enhance AI deployments tailored...
Amanda Caswell
2026-07-02 20:31
Godot Engine is updating its contribution policy to restrict AI-generated code in its repositories. This decision follows extensive discussions within the Godot Foundation, as maintainers face difficulties managing the influx of AI-authored pull requests. The Foundation emphasizes that code reviews are essential for mentoring future contributors, which is compromised when dealing with AI. While AI use is still allowed for simple tasks like code completion, new contributors will need explicit...
Paul Sawers
2026-07-02 18:46
Exploring the need for intelligent router solutions in AI, Gergely highlights the growing trend of companies seeking to optimize costs in their engineering departments. 🤖💡 He identifies several vendors offering models that can automatically select the right AI model for specific tasks, potentially saving companies significant expenses. Notable options include Factory Router, Not Diamond, Prism by Augment Code, Model Router by Morph, and Weave Router. Each provides unique approaches to model...
Gergely Orosz
2026-07-02 17:00
🚀 Subquadratic has launched its SubQ 1.1 Small model, which utilizes a unique sparse-attention mechanism to handle a 12-million token context window efficiently. Despite early skepticism, the company has released model benchmarks and is collaborating with design partners. Co-founder Alex Whedon emphasizes that their focus extends beyond sparse attention models to innovative architectures. The SubQ 1.1 shows strong results in long-context retrieval tasks, achieving near-perfect scores on...
Frederic Lardinois
2026-07-02 16:30
🚀 Toolbox App 3.6 is here! This update enhances your control over local storage by showing how much removable data can be safely cleaned up. You can now clean up download caches, previous versions, and more directly from Settings. Additionally, the app provides clearer diagnostics for Windows installation failures, helping you identify issues more effectively. Note: CodeCanvas has been removed. #ToolboxApp #JetBrains #SoftwareUpdate #WindowsDiagnostics #DataCleanup
Lana Novikova
2026-07-02 15:00
🚀 Introducing Cisco Nexus One, the next-generation data center networking architecture! This new architecture supports ACI, NX-OS, and SONiC, designed to enhance your infrastructure's flexibility and openness. It addresses the growing need for AI-ready data centers and robust security against AI-driven cyber threats. Nexus One builds on the success of ACI, focusing on standardization and choice for organizations looking to adapt to evolving technology demands. #Cisco #DataCenter #Networking...
Will Eatherton
2026-07-02 14:00
🚀 Social login options like "Sign in with Google" and "Continue with Apple" have simplified user onboarding for over a decade. However, they depend on third-party cookies, which privacy regulations are challenging. 🍪 Browsers like Safari and Firefox have already blocked these cookies by default, leaving many users in a cookieless environment. 🔄 FedCM (Federated Credential Management) is emerging as a solution, enabling federated logins without cross-site tracking. This new API allows browsers...
Jeff Hickman
2026-07-02 13:02
🚀 IntelliJ IDEA 2026.1.4 has been released with important fixes! Users can update through the IDE, Toolbox App, or download directly from the website. Key improvements include: - Correct updates for active Git branches - Resolved Docker Compose issues affecting PHP interpreter creation - Fix for Gradle sync errors on WSL - Correction of Dev Container connection errors For more details, check the release notes. Happy coding! 🎉 #IntelliJ #IDEUpdate #SoftwareDevelopment #Coding #TechNews
Maria Kosukhina
2026-07-02 13:00
Traditional CI/CD gates often fall short for production AI systems, especially with LLMs. This article outlines a new release-gating approach that includes baseline evaluations, drift detection, and shadow validation. The goal is to catch silent AI regressions before they impact users. Unlike conventional software, LLMs are probabilistic, requiring more nuanced release checks to ensure acceptable behavior. Learn more about the challenges and solutions for deploying LLMs effectively. 🤖📊🔍...
Freddy Daniel Alvarez Pinto
2026-07-02 10:00
🚀 Transitioning AI from prototypes to high-volume production comes with significant challenges. At DigitalOcean Deploy 2026, leaders from Workato, Hippocratic AI, and ISMG shared crucial lessons on managing latency, security, and infrastructure. 🔍 Key insights included the importance of policy-aware systems and agent permissions to enhance reliability. 💡 The takeaway? Scaling AI is about smart architecture and management, not just model performance. #AIEvolution #DigitalOcean #TechTalk...
Hasan Nabulsi
2026-07-02 07:01
Explore the capabilities of batch inference with the llm-d batch gateway on Red Hat OpenShift AI. 🔍 This Kubernetes-native service optimizes high-volume offline tasks like model evaluations and dataset scoring, allowing efficient use of GPU resources. 🚀 It seamlessly integrates with existing LLMInferenceService backends, supporting OpenAI-compatible operations. Learn more about its architecture and workflows for effective batch processing. #OpenShiftAI #BatchInference #Kubernetes #LLM...
Lior Aronovich, Raymond Zhao, Jooyeon Mok
2026-07-02 07:01
Upgrade your Red Hat Enterprise Linux (RHEL) with leapp! 🚀 Leapp allows for in-place system upgrades while retaining your configurations and subscriptions. However, it faces challenges with disk encryption via LUKS. To overcome this, administrators can use the TPM2 module to bypass encryption temporarily during the upgrade process. Before starting, ensure backups are in place and check your system's configurations for a smooth transition from RHEL 8 to RHEL 9. #RHEL #Leapp #Linux...
Ted Brunell
2026-07-02 00:00
📊 Gigamon COO Gareth Maclachlan discusses the impact of the Gigamon-Elastic partnership on security. The collaboration enhances deep observability, enabling faster threat detection and effective Zero Trust enforcement. Their solutions allow security teams to analyze enriched network telemetry in real-time, improving visibility and response times. Together, they support over 4,000 clients, including Fortune 100 companies. 🔍💻 #CyberSecurity #DeepObservability #AI #ZeroTrust #NetworkVisibility
Sunnie Weber
Wednesday, July 01, 2026
2026-07-01 21:11
🚀 Heroku CLI is enhancing security with version 11.8.0 by defaulting to system keychain storage for credentials. 🔐 This uses OS-native tools to securely store authentication data while ensuring compatibility with existing workflows. 🌍 The CLI supports macOS, Linux, and Windows, integrating seamlessly with their credential management systems. 📂 While keychain storage is prioritized, support for .netrc files remains to maintain current user practices. #Heroku #CLISecurity #Keychain #DevOps...
Katy Bowman
2026-07-01 21:00
🚀 OpenClaw has launched its new iOS and Android apps, allowing users to connect directly with their personal AI agents without relying on Telegram or WhatsApp. 📱 The app functions as a remote control, enabling communication with an AI that runs elsewhere, rather than on the phone itself. This design enhances performance and usability. 🔍 Similar approaches are seen in platforms like Anthropic’s Claude and OpenAI’s Codex, indicating a shift in how mobile apps are developed. #OpenClaw #AI...
Amanda Caswell
2026-07-01 20:29
🔍 On June 24, Novee Security revealed a CI/CD vulnerability named "Cordyceps," affecting organizations like Microsoft and Google. This flaw allows unauthorized GitHub users to hijack workflows, compromising open-source supply chains. Out of 30,000 scanned repositories, 654 were flagged, with 300 confirmed exploitable. Developers often neglect CI/CD pipelines as security risks, leading to potential threats. Security scanners also struggle to identify such nuanced vulnerabilities....
Meredith Shubel
2026-07-01 20:10
Cloudflare is evolving to support publishers in the AI-driven web landscape. They recently announced updates including crawler classifications and analytics tools to help publishers navigate changes in traffic caused by AI summaries. With their new Pay Per Use model, publishers can earn revenue when their content is featured in AI-generated answers. This approach aims to create a more sustainable economic system for content creators. #Cloudflare #AIWeb #DigitalPublishing #ContentEconomy...
Amanda Caswell
2026-07-01 19:34
🚀 Preparing for the CCNA 200-301 v1.1 exam? Don’t wait! The CCNA certification is set for a refresh in February 2027, but staying on track with your current studies is crucial. Experts emphasize that completing the v1.1 exam offers a strong foundation for your career, especially in networking, cybersecurity, and cloud. Be sure to finish by February 2, 2027, to secure your certification! Explore Cisco’s resources to help you succeed. #CCNA #Certification #Networking #Cisco #CareerDevelopment
Ryan Rose
2026-07-01 17:30
Clockwork aims to revolutionize AI training with its new solution, TorchPass, designed to minimize disruptions caused by GPU failures. Traditionally, failures require rolling back to the last checkpoint, which is time-consuming and costly. With TorchPass, training jobs can seamlessly transition to a backup GPU, recovering in minutes without losing progress. The launch of the YOCO Guarantee ensures that 90% of failures will be resolved without checkpoint rollbacks. If not, customers receive a...
Frederic Lardinois
2026-07-01 17:04
Reinforcement learning (RL) is crucial for aligning language models, enhancing AI assistants through methods like RLHF and RLVR. Organizations are leveraging RL to create specialized agents for tasks such as customer support and data analysis. Open models like Nemotron allow for better control over data and deployment. This guide aids developers in implementing RL effectively, helping define success and improve agent performance. 🤖📊🔍 #ReinforcementLearning #AI #MachineLearning #LanguageModels...
Elizabeth Goodman
2026-07-01 16:57
🚀 TeamCity has released two important updates: 2026.1.2 and 2025.11.6. The 2026.1.2 update resolves over 10 issues, including build command cancellations and AWS credential expirations. The 2025.11.6 update focuses solely on security fixes. Installing this is highly recommended for server safety. 🔒 Stay updated for improved performance and compatibility! For more details, check the release notes. #TeamCity #SoftwareUpdates #Security #DevOps #ContinuousIntegration
Dmitrii Korovin
2026-07-01 15:41
🚀 DigitalOcean introduces Evaluations on its Inference Engine, allowing teams to validate model and router configurations with their own data before production. Key features include: - LLM-as-a-Judge scoring for performance tracking. - Six pre-built metrics and custom rubrics for tailored evaluations. - Evaluation presets to save configurations for easy reuse. Efficient dataset management and programmatic triggers streamline the evaluation process. Start validating your models today! 🌐...
Grace Morgan
2026-07-01 15:00
🔒 Cisco and Splunk Security released the Findings Report from the SOC at RSAC 2026, marking its 10th year. The mission remains to protect the conference network and educate attendees about open wireless networks. This year emphasized building a foundation for a more integrated and automated SOC. Key tools included Cisco XDR and Splunk Enterprise Security, focusing on network telemetry and threat intelligence. Learn more about the insights gathered from this unique learning environment....
Jessica (Bair) Oppenheimer
2026-07-01 15:00
🌐 As businesses embrace AI, the need for effective network security is critical. Embedded network security offers a solution by integrating protection directly into the network, addressing the complexities of AI workloads and dynamic data flows. In this evolving landscape, AI-driven threats are growing more sophisticated, requiring a proactive approach to safeguard data without overwhelming IT teams. Learn more about how this innovative security method can enhance your operations. 🔒💻...
Kiran Ghodgaonkar
2026-07-01 14:00
In January 2021, a single line of code was added to a widely used bash script, leading to a major security breach. This script sent sensitive environment variables to an unknown IP address for 61 days before being detected. The incident highlights a systemic issue in modern software security. As new tools and integrations emerge, the pipeline becomes the new perimeter that must be secured. Organizations must rethink security measures to protect against such vulnerabilities. 🔒💻 #CyberSecurity...
Zeen Rachidi
2026-07-01 13:31
🚀 Applying for an engineering role at JetBrains? Here’s what to expect in the recruitment process. The steps are similar to other tech companies, but JetBrains emphasizes critical thinking and problem-solving over just technical skills. 📝 Start with a clear CV that highlights your impact. The process includes recruiter calls, team interviews, and a take-home task to assess your reasoning and responsibility. Prepare well, and good luck! #JetBrains #HiringProcess #EngineeringJobs #CareerTips...
Grete Kivi
2026-07-01 09:50
🚀 Kotlin support is now available in BlueJ, enhancing this popular educational tool for teaching object-oriented programming. This collaboration between JetBrains and King's College London aims to simplify the learning process, allowing students to focus on core programming concepts without excessive syntax. With features like concise syntax and null safety, Kotlin helps beginners build strong foundations in coding. #Kotlin #BlueJ #ProgrammingEducation #OOP #JetBrains
Ksenia Shneyveys
2026-07-01 07:16
🚀 Explore the multi-agent supervisor pattern on OpenShift! This approach enhances security during incident investigations by isolating agents. Each agent handles specific tasks with its own sandbox, reducing risks of credential mixing and data exposure. Learn how the architecture separates data handling and orchestration for improved security. #OpenShift #CyberSecurity #AI #IncidentManagement #CloudComputing
Adel Zaalouk, Derek Carr, Mrunal Patel
2026-07-01 07:16
🚨 When a checkout system goes down, troubleshooting can be overwhelming. Imagine AI agents handling metrics, logs, and runbooks for you. However, this poses a security risk—one compromised agent can expose multiple systems. The solution? Implementing a multi-agent supervisor pattern with isolated sandboxes enhances security by ensuring each agent operates within its own restricted environment. This method minimizes credential exposure and data cross-contamination, making incident...
Adel Zaalouk, Derek Carr, Mrunal Patel
2026-07-01 07:16
🚀 Exploring the vLLM-Omni architecture reveals how it efficiently serves the Qwen3-Omni model, which can process multimodal inputs like text, images, audio, and video. The architecture operates as a pipeline, comprising multiple stages: encoders, autoregressive language models, and generation components. This setup allows for complex tasks, such as generating distinct responses for adjusters and customers based on uploaded claims. Key features include real-time performance enhancements and...
Isaac Tigges
2026-07-01 07:16
Exploring Red Hat OpenShift hosted control planes can be confusing due to various terms like HyperShift, HCP, management cluster, and hosted cluster. These terms have distinct meanings and implications. This article clarifies the architecture of hosted control planes, highlighting the benefits of cost reduction, faster provisioning, and centralized management. It also discusses the importance of understanding terminology to avoid operational pitfalls. Stay tuned for part 2, which will cover...
Giovanni Fontana
2026-07-01 06:43
🔧 Embedded software development faces unique challenges, including safety standards and defect detection. Starting with CLion 2026.1.2, you can now open SARIF findings from Parasoft C/C++test directly in CLion. This integration aids in navigating code and managing defects efficiently. A recent webinar showcased how these tools enhance static analysis and support compliance with standards like MISRA C/C++ and AUTOSAR C++14. AI-assisted workflows further help developers understand and fix...
Maria Goldade