Ollama Archives

Winsage

September 5, 2026

Nvidia & Microsoft push local AI agents on Windows

NVIDIA has enhanced the capability to run AI agents locally on its hardware in collaboration with Microsoft and software partners, coinciding with the launch of new RTX Spark Windows PCs. The installation process for local agent software has been simplified, with improved inference speeds and the introduction of NVIDIA PAIR, which distributes inference tasks across multiple PCs on a local network. Three applications benefiting from these enhancements are Hermes Agent, OpenClaw, and Perplexity Portable Computer, all designed to minimize manual configuration. Hermes Agent offers a one-click local setup for RTX and DGX systems, automatically detecting the GPU and optimizing model selection. OpenClaw simplifies local model setups for RTX GPUs with at least 24GB of VRAM, backed by an open-source community. Perplexity Portable Computer, already available on Linux, is extending support to NVIDIA RTX GPUs and Windows. NVIDIA is also improving performance in the open-source inference stack, achieving throughput increases of up to 1.9 times on GeForce RTX 5090 and up to 1.4 times on DGX Spark clusters. The PAIR software identifies compatible PCs on the same network to optimize computing resources, supporting various hardware configurations. The upcoming RTX Spark Windows PCs, set to launch in October, will include compact desktop and laptop designs featuring Blackwell GPU and Grace CPU architecture. Game publishers like Electronic Arts and Ubisoft are developing titles for these systems. Additionally, CyberLink's PhotoDirector AI PC Mode will integrate local AI processing for creative tasks, emphasizing the trend of migrating generative AI workloads from cloud to local devices. NVIDIA notes that over half of U.S. households have two or more PCs, indicating potential for maximizing computing power.

AppWizard

August 29, 2026

6 awesome things you can do with a terminal emulator on Android

Terminal emulators allow users to interact with operating systems through text commands. Termux is an open-source terminal emulator for Android available on the F-Droid store. Users can test internet speed directly from Termux by installing Python and using the speedtest command. Weather information can be accessed using the curl command for a three-day forecast, and users can create shortcuts for convenience. Termux can display system information using colorful ASCII art with tools like fastfetch or macchina. It allows remote access to the phone via SSH after installing openssh. Users can run AI chatbots locally using the command-line tool Ollama. Termux can also facilitate the installation of Linux-based operating systems on Android devices using the proot-distro tool.

Winsage

August 11, 2026

Microsoft PowerToys will soon take full advantage of the same AI that powers Copilot+ PCs

Microsoft PowerToys has introduced on-device support for Phi Silica, a small language model, in its latest preview version, enhancing the Advanced Paste feature for clipboard management. Advanced Paste can format clipboard content in various formats, extract text from images using OCR, and transcode audio and video files. It now supports multiple AI models, including local options like Foundry Local and Ollama. The latest version, PowerToys v0.101.2211.0, includes improvements such as enhanced AI customization for Advanced Paste, better dialog handling in the Command Palette, and improved window management features. Mouse Jump has transitioned to the newer WinUI app architecture, and new settings have been added for update channel selection and bug reporting.

AppWizard

August 5, 2026

Need to run Windows or Android apps on Linux? This new release makes it easy

AnduinOS V2.0 has launched, featuring a full Wayland stack that improves user experience. It is a custom Linux distribution based on Ubuntu, designed for newcomers to Linux, with a GNOME desktop environment that resembles Windows. The distribution includes minimal preinstalled software, such as Firefox and a music player, but allows users to install additional applications via GNOME Software with Flathub integration. A key feature is the onboarding process that prompts users to enable the Windows Compatibility Sandbox for running Windows applications. Waydroid can be easily set up with two terminal commands, providing access to Android apps. AnduinOS maintains stability and speed comparable to other Linux distributions, supports easy application installation, and offers user-friendly customization options. It promotes open-source principles by combining Linux, Android, and Windows functionalities.

Winsage

May 5, 2026

Unpatched flaws turn Ollama’s auto-updater into a persistent RCE vector, researchers say

Researchers at Striga have identified two vulnerabilities (CVE-2026-42248 and CVE-2026-42249) in Ollama’s Windows auto-updater that could allow an attacker to install a persistent executable that runs at user login. CVE-2026-42248 fails to properly verify signatures of downloaded content, while CVE-2026-42249 is a path traversal flaw that allows an attacker to inject malicious code into the user's Startup folder. Exploitation requires control over the update response, with potential methods including compromising the update infrastructure or redirecting the client. The vulnerabilities affect Ollama versions 0.12.10 through 0.17.5, and users are advised to disable auto-updates and remove shortcuts from the Startup folder to mitigate risks.

Winsage

February 10, 2026

10 open-source apps I recommend every Windows user download

Open-source software provides flexibility and control for users, particularly on Windows. Notable applications include: 1. LibreOffice: A comprehensive office suite with a customizable interface, supports MS Office formats, and is free to download. 2. Flow Launcher: A file search and application launcher that enhances efficiency, customizable, and free to use. 3. Duplicati: A zero-trust backup solution with encryption and scheduling features, free for personal use. 4. Nextcloud: An open-source cloud service for file storage and collaboration, free to install on Windows. 5. Franz: Consolidates multiple messaging platforms into one interface, free to install and use. 6. YAZB: Allows users to create custom top bars for system information and quick access controls, enhancing the user experience. 7. File Converter: Simplifies file conversion and compression within the Windows file manager, available for free. 8. Bitwarden: A password management tool with a free version and additional paid features for collaboration. 9. AutoHotKey: Automates tasks on Windows through scripting, free to install and use. 10. Ollama: An open-source AI interaction tool that prioritizes privacy, free to use on Windows.

Winsage

January 21, 2026

I found a 16-inch Windows laptop that’s a worthy MacBook Pro alternative (and it looks like one, too)

The Geekom X16 Pro is a lightweight 16-inch laptop priced just over ,300, weighing 2.87 pounds. It is powered by either an Intel Core U9-185H or U5-125H with Arc graphics and an integrated NPU. The laptop features a 16:10 IPS display with a 2.5K resolution, 100% sRGB coverage, a 120Hz refresh rate, and brightness levels up to 400 nits. It runs Windows 11, although the setup process is lengthy. Performance tests showed efficient handling of local AI tasks, quick downloads, and smooth operation for tasks like video playback, browsing, and running applications such as GIMP and LibreOffice. The Geekom X16 Pro offers good value for its specifications, including an Intel Core Ultra 9 CPU, 32GB of RAM, and 2TB of storage.

Winsage

January 15, 2026

This distro makes it easy to switch from Windows to Linux

VailuxOS is a Linux distribution built on a Debian foundation, featuring a user-friendly interface with the KDE Plasma desktop environment. It resembles Windows 11 in layout and includes a Computer icon for easy access to the Home directory. The installation process is straightforward, and it has a minimalist approach to preinstalled applications, allowing customization through the KDE Discover software center with Flatpak support. VailuxOS offers a graphical interface for setting up shared folders via Samba. A minor issue during setup involved a default German keyboard layout that affected password entry, which was resolved by switching to US English. Performance tests showed that VailuxOS can handle tasks like running the llama3.2r language model efficiently, demonstrating its capability for programming tasks.

Winsage

December 25, 2025

10 free Windows apps that improved my productivity (and I’d easily pay money for)

Open-source software provides flexibility and control for users. Notable applications for Windows include: 1. LibreOffice: A free office suite with tools similar to MS Office, offering a modern or classic interface and local data privacy. 2. Flow Launcher: A rapid file search and app launcher that is customizable and visually appealing, available for free. 3. Duplicati: A backup solution that allows data backup to various destinations, including cloud services, with features like scheduling and remote management, free for personal use. 4. Nextcloud: An open-source cloud service for file storage and collaboration, installable on Windows at no cost. 5. Franz: An application that consolidates multiple messaging services into one interface, free to install and use. 6. YAZB: A customizable top bar for Windows that displays system information and provides quick access to controls, enhancing desktop aesthetics and functionality. 7. File Converter: A tool for converting and compressing files directly from the Windows file manager, free to use. 8. Bitwarden: An open-source password manager with essential features, free to use with a premium option for advanced features. 9. AutoHotKey: A tool for automating tasks through scripting, available for free installation. 10. Ollama: An open-source AI solution with a user-friendly interface, free to install and use on Windows.

Tech Optimizer

December 18, 2025

pgEdge Announces pgEdge Agentic AI Toolkit for Postgres

pgEdge has released the beta version of its Agentic AI Toolkit for Postgres, aimed at developers building Agentic AI applications with high availability, security, and data sovereignty requirements. The toolkit includes features such as a fully featured MCP Server compatible with standard Postgres versions, Natural Language Agents for data querying, pgEdge-vectorizer for text chunking and vector embeddings, a pgEdge RAG Server for Retrieval-Augmented Generation, and a pgEdge-docloader for making initial material searchable. It also supports locally hosted models and high availability for various workloads, and is compatible with PostgreSQL versions 16, 17, and 18. The toolkit is available for free to all Postgres users, with support for paid subscribers of pgEdge Enterprise and Distributed Postgres. It will be included in the pgEdge Cloud managed service by Q1 2026.