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PostgreSQL on Azure supercharged for AI
Tech Optimizer
February 14, 2026

PostgreSQL on Azure supercharged for AI

Over 80% of developers now incorporate AI tools into their workflows. PostgreSQL is preferred by 78.6% of developers engaged in AI and real-time applications. Microsoft has enhanced its PostgreSQL managed services to meet contemporary developer needs, contributing over 500 commits to the open-source project. The Azure Database for PostgreSQL supports both lift-and-shift and new open-source workloads, while the newly introduced Azure HorizonDB is designed for AI-native workloads. Developers can provision PostgreSQL instances directly from Visual Studio Code, and GitHub Copilot assists in writing and optimizing SQL queries. Azure Database for PostgreSQL facilitates integration with Microsoft Foundry for AI applications and supports high-performance similarity search with DiskANN vector indexing. PostgreSQL 18 is now available on Azure, offering enhanced performance and scalability. Nasdaq has modernized its Boardvantage platform using Azure Database for PostgreSQL and Microsoft Foundry to integrate AI for governance tasks. Azure HorizonDB is a fully managed PostgreSQL-compatible service designed for AI-native workloads, currently in private preview.
NVIDIA RTX Remix Logic Is Out Now, Allowing Modders to Add Dynamic FX to Classic PC Games
AppWizard
January 29, 2026

NVIDIA RTX Remix Logic Is Out Now, Allowing Modders to Add Dynamic FX to Classic PC Games

The RTX Remix Logic feature has launched through an update to the NVIDIA app, allowing modders to trigger graphics effects based on real-time in-game events without needing source code or engine access. There are over 30 in-game events that can serve as triggers, including player state, world bounding boxes, object state, time flow, and input. This feature can manipulate over 900 RTX Remix graphics parameters, such as lighting conditions, weather systems, material properties, post-processing effects, and path-traced volumetrics. A no-code node-based interface enables modders to easily implement this feature. RTX Remix Logic can be integrated into over 165 classic PC games. Additionally, new games supporting NVIDIA's DLSS technologies include Half Sword, which will feature DLSS 4 Multi Frame Generation, and Code Vein II, along with the free-to-play PvP shooter Highguard, both supporting DLSS Super Resolution.
Snowflake Postgres is Now Available in Public Preview
Tech Optimizer
December 25, 2025

Snowflake Postgres is Now Available in Public Preview

Snowflake Postgres, a fully managed Postgres solution, is now available for public preview, integrating Postgres into the Snowflake ecosystem. It enhances the Snowflake AI data platform, allowing users to utilize data for AI, machine learning, and analytics applications while offering simplified management, robust security, and comprehensive governance. The solution includes enhanced data management tools, advanced security protocols, governance features for compliance and data integrity, and support for various operational workloads.
Postgres + ClickHouse: The OSS Stack To Handle Agentic AI Scale
Tech Optimizer
December 10, 2025

Postgres + ClickHouse: The OSS Stack To Handle Agentic AI Scale

Postgres is a popular choice for developers due to its flexibility and reliability, but it faces limitations as applications scale, especially in AI-driven environments where rapid growth increases the demand for analytical capabilities. To overcome these challenges, a trend has emerged to combine Postgres with ClickHouse, where Postgres handles transactional workloads and ClickHouse manages analytics. There are two main methods for integrating ClickHouse with Postgres: split or dual-write, where applications write data to both databases based on use cases, and change data capture (CDC), where all writes occur in Postgres, which serves as the source of truth, streaming changes to ClickHouse for analytical queries. The integration aims to leverage the strengths of both databases, with some queries remaining on Postgres and others transitioning to ClickHouse. Developers must identify which queries to migrate and can use foreign data wrappers (FDWs) to simplify the integration process. The ecosystem around Postgres and ClickHouse has developed into a robust stack with various open source and commercial tools to support production-scale operations, including PeerDB, which provides high-throughput PostgreSQL CDC and reliable replication into ClickHouse. As applications increasingly start with Postgres and later adopt ClickHouse, the transition timeline is shortening, indicating a shift towards managed services and deeper integrations for a seamless experience between transactional and analytical systems.
Linux-Inspired File Managers Outpace Windows Explorer in Speed and Features
Winsage
November 24, 2025

Linux-Inspired File Managers Outpace Windows Explorer in Speed and Features

Microsoft's Windows File Explorer is facing competition from third-party file managers like Files, which is open-source and available for free from the Microsoft Store. Files offers features such as dual-pane views, tabbed browsing, and advanced tagging, making it faster and more customizable than Explorer. Benchmarks show Files loading directories up to 30% faster on average hardware. Despite recent updates to Explorer, it still lacks the innovation found in alternatives. Users are increasingly expressing dissatisfaction with Explorer's bloat, with some preferring alternatives like File Pilot. Linux-inspired managers, including Files, incorporate usability features such as breadcrumb navigation and integrated terminal access, appealing to developers and IT professionals. Open-source alternatives benefit from community oversight, enhancing security and performance. The trend towards these innovative tools may compel Microsoft to rethink Explorer. Additionally, there is a growing convergence of Windows and Linux file management, with Microsoft acknowledging Linux's strengths by integrating Linux files into Explorer. The rise of these alternatives reflects changing user expectations and demands for more customizable and efficient file management solutions.
EDB Advances PostgreSQL 18 With AI-Ready Features and Enterprise Enhancements
Tech Optimizer
October 5, 2025

EDB Advances PostgreSQL 18 With AI-Ready Features and Enterprise Enhancements

EnterpriseDB (EDB) has contributed to PostgreSQL 18, which includes over 200 new features aimed at enhancing support for AI, hybrid deployments, and enterprise performance. Key enhancements include OAuth authentication, optimizer enhancements, Kubernetes-friendly extension management, SQL standards compliance, and flexible index support. EDB's research shows that 35% of enterprises are considering PostgreSQL for AI workloads, with organizations focused on data sovereignty reporting a 12.5 times greater return on investment. EDB has also published "Building a Data and AI Platform with PostgreSQL" to help enterprises build scalable AI systems and is preparing for PostgreSQL 19 and the EDB Postgres AI Database, which will feature advanced functionalities.
Minecraft Java Edition 1.21.9
AppWizard
October 1, 2025

Minecraft Java Edition 1.21.9

The Minecraft Server Management Protocol has introduced a server management API using JSON-RPC over WebSocket for dedicated servers, which is initially disabled and can be activated via the server.properties file. The API allows querying and updating server states, including player information and game rules, and sends notifications about state changes. An API schema can be obtained through a specific method call, and the API adheres to JSON-RPC 2.0 specifications with namespaced methods. Clients must authenticate using a bearer token, and TLS is enabled by default for secure communication. Unsent chat messages are now saved as Chat Drafts if the chat closes unexpectedly, with an option to save drafts by default. A Code of Conduct screen is now mandatory upon connecting to a server, with a new boolean field in the server.properties file to enable it. Accessibility features include toggleable key binds and options for mouse settings, while performance improvements have been made to rendering and loading mechanics.
I switched from Flow Launcher to the new Raycast beta for Windows, and I already love it
Winsage
September 27, 2025

I switched from Flow Launcher to the new Raycast beta for Windows, and I already love it

Transitioning from Windows 11 to macOS led to the discovery of Raycast, a launcher that has become preferred over Flow Launcher. Raycast is currently in beta for Windows and offers enhanced productivity features compared to traditional launchers. It includes a clipboard management system that retains copied items for up to three months and an emoji selector that improves user experience. Raycast's performance in file searching is superior to Flow Launcher, which relies on the inconsistent Windows search indexer. The extension ecosystem for Raycast on Windows is expansive, with integrations for platforms like Slack, Notion, and Google Calendar, although some niche extensions are still missing. The Pro version of Raycast, which includes AI-related features, is considered expensive by some users who prefer a more affordable option without these functionalities.
Microsoft is testing AI Agents and Assistants for Windows 11's taskbar
Winsage
September 20, 2025

Microsoft is testing AI Agents and Assistants for Windows 11’s taskbar

Microsoft is exploring innovative features for the taskbar in Windows 11, focusing on integrating artificial intelligence. They plan to introduce a feature called “Taskbar companion,” which will include AI agents that assist users with tasks like web browsing and ticket booking. The specific functionalities of these AI agents are not yet clear. There are also references to a feature called Composer on Taskbar, which is expected to work with these agents. Other AI enhancements linked to the Taskbar.view.dll file have been noted, but they do not seem to directly affect the companion option. Users may be able to manage the visibility of these agents, and there are hints at extending the taskbar's capabilities similar to browser extensions. The Taskbar companion is anticipated to streamline user experience, potentially helping users find applications or manage taskbar settings. However, the exact purpose of the Taskbar companion remains unclear, and it is uncertain whether it will be exclusive to Copilot+ PCs or available to all Windows 11 users.
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