NVMe

Winsage
February 22, 2026
Microsoft is preparing for the release of Windows 12, which is expected to feature an AI-native experience with deep integration of Copilot, showcasing capabilities like on-screen comprehension, voice activation, and task automation. The hardware requirements will be elevated, necessitating 16GB of RAM, rapid NVMe storage, and a Neural Processing Unit (NPU) for advanced features. Windows on Arm is gaining momentum, with improvements in app compatibility and battery life, while a modular architecture called CorePC is being developed to facilitate faster updates and enhance security. Licensing for Windows 12 is expected to remain unchanged for consumers, with optional cloud-enhanced services available. The update cadence will increase, allowing for faster feature drops independent of major OS releases, with the Windows Insider Program continuing to test new features. Upon its release, Windows 12 will integrate Copilot, provide a more cohesive OS core, and support both x86 and Arm architectures.
Winsage
February 14, 2026
The x86 architecture allows users to run operating systems from the 1990s on modern hardware. Yeo Kheng Meng successfully booted Windows 98 SE on a 2020 ThinkPad P12s Gen 1 alongside Windows 11 and Linux from a single NVMe drive. He previously ran MS-DOS 6.22 on a 2020 ThinkPad X13. The main challenges included UEFI complexities and the need for compatible hardware drivers. Both ThinkPad models support UEFI-CSM mode. To address the lack of xHCI support in Windows 98, Yeo used a USB 2.0 expansion card through a Thunderbolt dock. The installation involved disabling Secure Boot, enabling UEFI-CSM, activating Thunderbolt BIOS assist mode, and turning off Kernel DMA protection. Yeo used the CREGFIX DOS driver for stability and applied patches from Rudolph Loew to overcome Windows 98's RAM limitation of 512 MB. Users must rely on basic VESA support and the SoftGPU driver for graphics acceleration due to the absence of updated drivers from Intel and NVIDIA. Disk access is routed through the BIOS, leading to suboptimal performance. Yeo configured the BIOS to support the S3 power state to address ACPI support issues. UEFI-CSM is often overlooked in newer systems, complicating the installation of Windows 7 and contributing to divides in the x86 ecosystem.
Tech Optimizer
February 12, 2026
Simplyblock has developed Vela software, enabling instant Postgres database branches without data copying, utilizing its block storage capabilities. CEO Rob Pankow emphasizes Postgres as a key database for AI applications, with companies like Databricks and Snowflake making significant advancements in serverless Postgres technology. Pankow identifies challenges with managed Postgres instances, including IOPS limits, throttling, latency spikes, and high costs due to overprovisioning. Vela allows developers to run Postgres in their cloud accounts, co-locating data and GPUs, and employs a copy-on-write mechanism for database branches, facilitating Git-like version control. Vela is cloud-agnostic, integrates with Kubernetes, and supports features like autoscaling and lifecycle orchestration. Simplyblock has also launched a hosted Vela Sandbox for users to explore the software. A Vela Beta is available with documentation and access to the sandbox.
Winsage
January 30, 2026
Windows 11 features a modern architecture with advanced schedulers and SSD support, but many users experience sluggishness, with delays in menus and dialog boxes. This perception of reduced responsiveness compared to Windows 10 has been linked to the use of XAML, which modernizes traditional desktop components but introduces performance issues due to added abstraction layers. Disabling animations does not resolve the delays, which are attributed to XAML's reliance on GPU acceleration for simple tasks, leading to inefficiencies. The cumulative effect of these micro-delays, measured in milliseconds, contributes to an overall feeling of sluggishness, regardless of high-end hardware. Microsoft's design choices prioritize visual consistency and modern UI technology, resulting in trade-offs in everyday responsiveness. The slower perception of Windows 11 compared to Windows 10 is rooted in these deliberate technical decisions.
Tech Optimizer
January 28, 2026
Standard support for PostgreSQL version 13 will end on February 28, 2026. Upgrading to newer PostgreSQL versions can enhance database performance and introduce new features. Notable enhancements in recent versions include: - Vacuum emergency mode (v14+) to manage old row versions. - Improved I/O performance (v17) with better write throughput. - Enhanced query optimization (v17+) for IN clauses and parallel BRIN index builds. - Memory efficiency improvements (v17) reducing vacuum memory usage. - Advanced monitoring features like pg_stat_io (v16+) and pg_wait_events (v17+). - Logical replication improvements such as failover support and slot migration (v17+). - Developer experience enhancements including JSONB subscripting (v14+) and SQL/JSON JSON_TABLE (v17+). - Security enhancements with new roles for access control (v14+) and maintenance tasks (v17+). For Amazon Aurora PostgreSQL-Compatible, upgrading to versions v14.9+, v15.4+, v16.1+, and higher can yield performance optimizations, including faster query latency and cost savings. Changes in system catalog views and configuration parameters have occurred in PostgreSQL versions 14 to 17, impacting application compatibility. Upgrade strategies include in-place upgrades, blue/green deployments, logical replication, and using AWS Database Migration Service (AWS DMS). If an immediate upgrade is not possible, Amazon RDS Extended Support offers up to three years of continued security patches and bug fixes beyond the standard support end date.
Tech Optimizer
January 27, 2026
ClickHouse, Inc. has launched a high-performance, enterprise-grade Postgres service that integrates with ClickHouse, designed for developers creating modern, real-time, AI-driven applications. This service, developed in collaboration with Ubicloud, Inc., merges transactional and analytical workloads on a scalable platform using NVMe storage, allowing for synchronization of transactional data from Postgres to ClickHouse, resulting in analytics that can be up to 100 times faster. Companies like GitLab, Instacart, Cloudflare, and Ramp utilize Postgres for transactions alongside ClickHouse for analytics. ClickHouse is offering a private preview of this new service for developers.
Winsage
January 26, 2026
Windows 7 and Vista are set to make a comeback in 2026, with modder Bob Pony creating ready-to-install ISO files for both operating systems. The Windows 7 x86 ISO includes updates until October 2024 and requires a CPU that supports SSE2 instructions. Microsoft has a program called Premium Assurance that provides security updates for legacy systems like Windows Vista for up to six years. However, Microsoft has officially ceased support for both Windows 7 and Vista, raising security concerns for users. Running these operating systems in a virtual machine is suggested as a safer alternative. The renewed interest in older systems is partly due to dissatisfaction with Windows 11, which has faced issues like unbootable PCs and stringent hardware requirements.
Winsage
January 22, 2026
Unofficial ISOs for Windows 7 and Vista have been released, containing all updates applied through January 2026. The Windows 7 ISO includes essential drivers like USB 3.x and NVMe support, while the Vista version has updates but lacks additional drivers. Experts caution against using these unsupported operating systems on internet-connected devices, despite their appeal to users nostalgic for older Microsoft interfaces.
Tech Optimizer
January 17, 2026
ClickHouse has secured 0 million in a Series D funding round led by Dragoneer Investment Group, with participation from investors such as Bessemer Venture Partners, GIC, and others. The funding will support global expansion and product development, focusing on AI infrastructure and application monitoring. ClickHouse currently has over 3,000 customers on its ClickHouse Cloud platform, with an annual recurring revenue growth exceeding 250% year over year. Recent adopters include Capital One, Lovable, and Airwallex, alongside established clients like Meta and Tesla. ClickHouse has acquired Langfuse, an open-source platform for LLM observability, and introduced a native Postgres service for integrating transactional workloads with its analytical engine. The company is also expanding its ecosystem and geographic reach through partnerships, including one with Japan Cloud and collaboration with Microsoft Azure.
AppWizard
January 9, 2026
Valve is set to launch the Steam Machine in early 2026, potentially up to April 2026, though delays may occur due to a RAM crisis affecting component prices. Pre-orders are currently unavailable, but customers can add it to their Steam wishlist for notifications. The Steam Machine is a PC-hybrid console, running SteamOS, and offers a desktop environment for flexibility. It has performance specifications between the Xbox Series S and PlayStation 5, with 16GB of system memory and 8GB of video memory. Key specifications include a semi-custom AMD Zen 4 CPU, semi-custom AMD RDNA3 GPU, and storage options of 512GB or 2TB NVMe SSD. The Steam Machine will come with a Steam Controller, featuring standard controls and enhanced precision through dual trackpads and a gyroscope.
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