documentation Archives

Winsage

May 1, 2026

Windows quality update: Progress we’ve made since March

The Windows Insider Program is undergoing changes to improve transparency and user control. Two main channels, Experimental and Beta, are being introduced, with the Beta channel eliminating controlled feature rollouts. Users will have the ability to select features in the Experimental channel and switch between channels more easily. Updates to the Feedback Hub are aimed at enhancing user experience. Windows updates will now be consolidated into a single monthly restart, providing users with more flexibility. AI features are being refined, with a focus on intentional integration. File Explorer is receiving architectural improvements for better performance, and there will be more control over widgets and notification settings. System performance enhancements include memory optimization and improved app launch responsiveness. Upcoming features include Taskbar customization, and the team is engaging with Insiders in various cities for feedback.

Tech Optimizer

May 1, 2026

Ghost: A Database for Our Times?

Ghost, developed by ghost.build, is an "agent-first" Postgres database platform designed for AI-related applications, allowing developers and AI agents to create, fork, inspect, query, manipulate, and delete databases easily. It is free to use and hosted on Ghost’s Cloud infrastructure, making it suitable for testing, prototyping, and disposable database environments. Users can create databases on demand, execute SQL queries, and discard them when finished, contrasting with traditional managed databases. Ghost integrates with AI tools like Codex and Claude Code, providing direct database management capabilities through its MCP server. To install Ghost, users need a supported coding agent and a GitHub account. Installation commands differ for Linux, macOS, and Windows. After installation, users can verify the Ghost MCP server and interact with it through their coding agents. Examples of using Ghost include creating a sales data database, utilizing Ghost CLI commands, and experimenting with databases through AI agents. Ghost allows for rapid database manipulation and is ideal for proofs of concept and experimentation, although caution is advised before using it for production data.

Winsage

May 1, 2026

Microsoft now lets admins choose pre-installed Store apps to uninstall

Microsoft has updated its Windows 11 operating system to enhance the management of preinstalled applications. The new RemoveDefaultMicrosoftStorePackages policy allows IT administrators to remove any preinstalled MSIX/APPX applications by referencing their Package Family Name (PFN) through Group Policy Object (GPO) or custom OMA-URI for mobile device management (MDM). This feature requires devices to have at least the April 2026 Windows non-security update. It is available for Windows 11 version 24H2 Enterprise and Education editions, whereas it was initially exclusive to version 25H2 or later. A comprehensive list of supported applications and instructions for applying the policy are provided in Microsoft's documentation. Additionally, a new policy setting enables the uninstallation of the AI-powered Copilot digital assistant from enterprise devices after the April 2026 Patch Tuesday updates. The dynamic list option for this policy will be rolled out in the coming months.

Winsage

April 30, 2026

Microsoft says 32GB of RAM is the “no-worries” upgrade for Windows 11 gaming

Microsoft has clarified that while 16GB of RAM is the baseline for gaming, 32GB is now promoted as the ideal upgrade, especially for users running applications like Discord, web browsers, or streaming tools alongside gaming. The company continues to recommend 8GB as the minimum for Windows, but emphasizes that 32GB is becoming a mainstream option due to the increasing demands of modern gaming setups. Microsoft previously described 32GB as "ideal for serious gamers" and highlights that it helps manage multitasking and background applications effectively. The growing memory requirements are attributed to the evolution of games, which feature larger assets and higher resolution textures, as well as the resource-intensive nature of many Windows applications. Additionally, consumers are facing higher costs for memory upgrades due to increased demands and a memory shortage exacerbated by AI companies. Microsoft is also working on developing more efficient native Windows 11 applications to address these challenges.

Winsage

April 29, 2026

Windows 11 April Patches Trigger Remote Desktop Bug

Microsoft has acknowledged a significant issue with the April updates to Windows 11, particularly affecting the Remote Desktop feature in mixed-scaling multi-monitor environments. Security warning dialogs may become unreadable, complicating the trust prompt process before initiating a connection. Temporary workarounds have been provided while a permanent solution is being developed. The issue arises from a new warning window introduced in April, which is difficult to read or interact with when different display scaling settings are used. Affected Windows 11 packages include KB5083769 and KB5082052. Users are advised to align scaling values across monitors or use keyboard navigation if the mouse fails to interact with the buttons. Microsoft added this bug to its known issues documentation on April 23 and updated it on April 27, indicating ongoing investigation and a cumulative update is anticipated to restore prompt clarity. The April release cycle also faced a separate regression related to BitLocker recovery, adding operational strain on administrators.

Tech Optimizer

April 27, 2026

Why developers are betting on Postgres for AI

Organizations are intensifying the development of AI applications and agents, which rely on access to existing enterprise data to avoid inaccuracies in responses, a phenomenon known as "hallucination." Jensen Huang, CEO of Nvidia, and Phillip Merrick, co-founder of pgEdge, emphasize that structured data is essential for AI effectiveness. PostgreSQL is highlighted as a preferred database for AI applications, with 66% of respondents in the Stack Overflow 2025 Developer Survey indicating they wish to continue using it. Merrick notes PostgreSQL's advantages, including its open-source model, scalability, and ability to handle both structured and unstructured data. The pgEdge toolkit supports the entire lifecycle of AI application development, including document ingestion and vector embedding generation. PostgreSQL offers deployment flexibility and robust security features, making it suitable for critical sectors like finance and healthcare.

Winsage

April 27, 2026

Windows 11 KB5083769: The April Update may require the recovery key on certain BitLocker-enabled systems

The April update KB5083769 for Windows 11 versions 24H2 and 25H2, released on April 14, 2026, has a known issue where certain devices may enter BitLocker recovery mode after installation. This problem affects a limited subset of devices with specific, non-recommended BitLocker Group Policy settings. The issue arises when BitLocker is activated, a specific TPM platform validation policy is set to include PCR7, PCR7 binding is not feasible, the Windows UEFI CA 2023 certificate is present, and the device is not using the 2023-signed Windows Boot Manager. Microsoft advises organizations to review their BitLocker Group Policy settings and verify PCR7 binding status before deploying the update to prevent devices from requesting recovery keys. If the recovery prompt appears, users will need to enter the BitLocker recovery key, but subsequent reboots should not trigger the recovery process again if the Group Policy remains unchanged.

Winsage

April 26, 2026

Microsoft Looks Ready To Stop Forcing Windows Updates At The Worst Time

Microsoft announced a new feature for Windows 11 on April 24, 2026, allowing users to select a pause date for updates, extending up to 35 days, which can be reset as needed. This update experience aims to give users more control over when updates occur, addressing frustrations related to the timing of updates. Additionally, the power menu will include options for "Update and restart" and "Update and shut down" when an update is pending. The new model is currently in testing, and it is unclear when it will be available to all Windows 11 users or if it will apply uniformly across all device categories and update types.

AppWizard

April 26, 2026

NVIDIA Neural Texture Compression: AI-powered compression aims to alleviate VRAM pressure in PC games

NVIDIA's Neural Texture Compression (NTC) improves memory efficiency in PC gaming by using small neural networks to compress texture data, achieving up to eight times better memory efficiency compared to traditional methods. In a technical demo, NTC reduced a scene's VRAM requirement from 6.5 GB to approximately 970 MB, an 85 percent reduction. The RTX Neural Texture Compression SDK has seen enhancements, including a 20 to 40 percent increase in inference speed. NTC is compatible with RTX hardware and Tensor Cores, but its real-world performance impact is yet to be determined. Microsoft is developing Cooperative Vectors and DirectX methodologies to support machine learning in graphics, which may facilitate broader adoption of NTC. The successful integration of NTC will depend on its stability, documentation, and economic viability for developers.

Tech Optimizer

April 23, 2026

Take Control: Customer-Managed Keys for Lakebase Postgres

Encryption at rest is essential for cloud environments, especially in regulated sectors. Lakebase offers Customer Managed Keys (CMK), allowing organizations to control their encryption keys from preferred Key Management Services (KMS) like AWS KMS, Azure Key Vault, or Google Cloud KMS. Lakebase CMK manages both persistent storage and ephemeral compute, ensuring data security. Lakebase's architecture separates storage and compute layers, enabling elastic scaling and serverless operations. The storage layer maintains persistent data, while the compute layer consists of dynamic Postgres instances. This separation poses encryption challenges, addressed by Lakebase CMK through a hierarchical Envelope Encryption model. The key hierarchy includes: 1. Customer Managed Key (CMK): The Root of Trust in the cloud KMS, never accessed in plaintext by Databricks. 2. Key Encryption Key (KEK): A transient key for wrapping data keys. 3. Data Encryption Keys (DEKs): Unique keys for each data segment, stored in an encrypted state. When data access is needed, Lakebase retrieves DEKs by unwrapping keys from the KMS. If a key is revoked, access to the data is denied, and ephemeral compute instances are terminated. In practice, CMK applies to: 1. Persistence Layer (Storage): All data segments are encrypted with keys controlled by the CMK. 2. Ephemeral Layer (Compute): Each compute instance generates a unique ephemeral key, and upon revocation, the instance is terminated, destroying in-memory keys. CMK implementation follows a delegation model, allowing Security Admins to manage keys without accessing data. The process includes key configuration, workspace binding, and lifecycle management. Key rotation is seamless, requiring no data re-encryption. All cryptographic operations involving the CMK are logged by the cloud provider's audit service. Lakebase CMK is available for Enterprise tier customers, allowing organizations to manage their encryption keys effectively.