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Tech Optimizer
April 5, 2026
An AWS engineer reported a significant drop in PostgreSQL throughput on Linux 7.0, with performance reduced to approximately half of its previous capability. Benchmark tests showed that the removal of the PREEMPT_NONE scheduling option was the main cause of this regression. On a 96-vCPU Graviton4 instance, throughput measured at just 0.51x compared to earlier kernel versions. Salvatore Dipietro from Amazon/AWS conducted benchmarking analysis of PostgreSQL 17, revealing that Linux 7.0 delivered only 0.51x the throughput of its predecessors. The root cause was traced to kernel commit 7dadeaa6e851, which eliminated PREEMPT_NONE as the default option, leading to increased contention due to the new PREEMPT_LAZY model. Profiling data indicated that 55% of CPU time is consumed by spinning in PostgreSQL’s spinlock, causing significant performance degradation. When a revert patch was applied, throughput rebounded to 1.94x the baseline. The decision to restrict preemption modes in Linux 7.0 aimed to address issues within the kernel's scheduling model. Dipietro proposed a patch to restore PREEMPT_NONE, but kernel developers suggested PostgreSQL adopt the rseq time slice extension instead. Database operators running PostgreSQL on Linux face potential performance reductions with the upgrade to Linux 7.0.
Winsage
April 5, 2026
On April 3, 2026, Anthropic expanded Claude’s desktop control feature to Windows for Pro and Max subscribers, allowing users to operate applications, navigate web pages, and manage files on their PCs without prior configuration. The feature is in research preview and includes a Dispatch companion for task assignment from mobile devices. Claude uses a structured tool hierarchy for task execution, prioritizing connectors like Slack and Google Calendar, and engages in direct desktop control only when necessary. Users must opt in to activate the feature, which integrates with existing software without requiring API keys. The technology is partly derived from Anthropic’s acquisition of Vercept AI, which specializes in AI-driven computer control. Security concerns have arisen due to vulnerabilities demonstrated shortly after the launch, prompting Anthropic to implement safeguards while acknowledging the feature's potential errors. Users can stop Claude's operations, but the company admits it cannot disable the technology remotely once tasks have started. Competitors like Microsoft and Google are also exploring similar desktop-level AI automation capabilities.
Winsage
April 5, 2026
Windows users have historically faced limitations in file management options, but the landscape has changed with the introduction of various alternatives. Microsoft has improved File Explorer in Windows 11, adding features like tabs and a streamlined interface. However, over 60% of global desktop users still experience issues such as slow folder loads and inconsistent menus. This has led some users to seek alternatives. Files is an alternative file manager that integrates well with Windows 11, featuring a clean design and core tab functionality that enhances usability. It allows for quicker navigation and improved organization, making everyday tasks smoother. OneCommander offers a dual-pane layout that changes how users manage files, making tasks like dragging files and comparing folders more efficient. Although it requires some adaptation, it is designed for users needing deep control over file management. After testing both, the user preferred Files for its seamless integration into their workflow, finding it more intuitive for quick tasks, while OneCommander is better suited for extensive file manipulation. The choice between the two depends on individual workflow preferences, with neither fully replacing File Explorer.
AppWizard
April 4, 2026
The Rust April update introduces several enhancements, including the new Water Wheel, a renewable energy source that generates up to 30 power when placed in a river. The update features a new craftable item, the Armored Ladder Hatch, which requires 60 Scrap, 35 High-Quality Metal, six Gears, and a Wooden Ladder. Adjustments to shield mechanics have been made, reducing the hitbox size when the shield is not actively held. A tech-tree unlock chaining feature allows players to unlock an entire research path at once if they have enough Scrap. A new radial menu for low-light solutions enables individual control of light sources. Fishing mechanics have been adjusted to prevent overfishing, with server admins able to modify this feature. Additional updates include new colored buttons, improved UI elements, and a transition to a new terrain rendering system for better CPU performance. The update coincides with an Easter Egg Hunt event running until April 16, featuring themed cosmetics.
Tech Optimizer
April 4, 2026
An engineer from Amazon/AWS reported a significant performance regression in PostgreSQL when running on the nearly finalized Linux 7.0 kernel, with throughput dropping to about half of previous kernel versions. The regression, observed on a Graviton4 server, is attributed to increased time spent in a user-space spinlock due to changes in preemption modes in Linux 7.0. A patch to revert to PREEMPT_NONE as the default preemption model has been submitted but may not be adopted. Peter Zijlstra suggested that PostgreSQL should adapt to utilize the Restartable Sequences (RSEQ) time slice extension to mitigate the performance drop. If this adaptation is accepted, the responsibility for the performance decline may shift to PostgreSQL, potentially affecting users until the database is updated. The stable release of Linux 7.0 is expected in about two weeks, coinciding with the launch of Ubuntu 26.04 LTS.
AppWizard
April 4, 2026
All three titles of the Jak and Daxter series have been ported to PC, with Jak 3's recent beta release completing the trilogy's transition. Players can enjoy the series in a "feature complete and fully completable" format, although Jak and Daxter: The Precursor Legacy is not yet in beta. Jak 2 and Jak 3 have minor audio bugs and graphical inconsistencies. Enhancements include widescreen support, 4K resolution at 60 frames per second, and modding capabilities, but players need original copies of the games for installation.
AppWizard
April 3, 2026
Google Vids has integrated two new AI models, Veo 3.1 and Lyria 3, enhancing the platform for all users, including AI Pro and Ultra subscribers. Veo 3.1 improves video quality and allows customization with AI avatars, while Lyria 3 enables users to generate songs based on prompts. All users can now generate video clips for free, and a new Screen Recorder extension for Chrome has been introduced. The update also includes YouTube support for uploading AI-generated content, which defaults to "Private." This follows previous enhancements like AI voiceovers and image-to-video capabilities.
Tech Optimizer
April 1, 2026
Many enterprises are transitioning from traditional proprietary data warehouse platforms, such as Teradata and Snowflake, due to issues like vendor lock-in, unpredictable pricing, and limited flexibility. EDB Postgres® AI (EDB PG AI) offers WarehousePG, an open-source, petabyte-scale data warehouse built on Postgres, designed to provide control, predictability, and data sovereignty while maintaining performance. WarehousePG utilizes a massively parallel processing (MPP) architecture, allowing it to efficiently execute complex queries across large datasets. It offers predictable performance without proprietary constraints, enabling organizations to avoid vendor-controlled execution engines. WarehousePG supports hybrid storage and SQL access to external data lakes through the Platform Extension Framework (PXF), simplifying ETL processes. It includes FlowServer for real-time data ingestion and supports in-database AI and machine learning, allowing for advanced analytics without transferring data outside the warehouse. The platform is engineered for high availability and enterprise readiness, with features like workload management and observability. Migration from legacy platforms is facilitated through a low-risk modernization pathway. Overall, WarehousePG provides a modern alternative to traditional data warehouses, emphasizing architectural control and open-source economics.
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