Open-Source Archives

AppWizard

September 6, 2026

Pterodactyl Multi-Game Cloud Server: 13 Steps [2026]

In 2026, hosting game servers has become more efficient, allowing multiple game servers to run on a single cloud VPS using Pterodactyl Panel, which utilizes Docker containers for isolation. Pterodactyl is a free, open-source game server management panel that gained popularity due to its user-friendly interface and robust architecture. The latest stable release, v1.12.0, was launched in January 2026, with newer deployment templates available as of August 2026. To set up Pterodactyl, prerequisites include a cloud VPS with specific CPU and RAM requirements, Ubuntu 24.04 LTS, PHP 8.3, MariaDB 11.8.8 or newer, Redis 8.10.0 or newer, Docker Engine, a registered domain for SSL, SteamCMD dependencies, and at least 80 GB SSD storage. The installation process involves provisioning the VPS, installing necessary software, configuring Pterodactyl, setting up Nginx with SSL, and deploying game servers. Common pitfalls include under-provisioning RAM for resource-intensive games, neglecting firewall settings, and allowing backup retention to grow uncontrollably. Troubleshooting may involve addressing PHP-FPM issues, connection problems, and ensuring proper resource allocation. Advanced scaling may require multiple VPS nodes, and security measures like two-factor authentication can help protect the server. Pterodactyl is free to use commercially and can run multiple game containers on a single node.

Winsage

September 5, 2026

Microsoft engineer says “typing code is absolutely over,” and Windows 11 is already being built that way

David Fowler, an engineer with 18 years at Microsoft, claims that traditional software development methods are becoming obsolete, stating, “Typing code is absolutely over.” He has co-created technologies like SignalR and NuGet and currently leads Aspire, a toolchain for building distributed applications that emphasizes AI-driven development. CEO Satya Nadella noted that AI contributes to 20-30% of the code produced at Microsoft. While developers will still interact with code, manual typing is becoming less central, with a shift towards strategic software engineering tasks. Microsoft Research found that AI-generated suggestions in Visual Studio IntelliCode are often overlooked by developers. GitHub Copilot has evolved to autonomously perform tasks, including building Windows development environments as of February 2026. Linus Torvalds supports AI in Linux development, viewing it as a useful tool. A report from Veracode indicated that about 44% of AI-generated code contains known vulnerabilities, highlighting the need for oversight. Microsoft’s MDASH system uses AI for enhanced vulnerability assessments. Microsoft emphasizes native Windows development through the open-source WinUI 3 framework and provides resources for beginners using Copilot. Project Zenith aims to optimize Windows 11 for developers, supporting local AI-powered development. Fowler's statement signifies a transformation in developers' roles, focusing on strategic aspects rather than typing code, while the need for skilled software engineers remains essential.

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.

Tech Optimizer

September 4, 2026

12-Year-Old PostgreSQL Vulnerability Enables Database, Server Takeover

A significant vulnerability in PostgreSQL, tracked as CVE-2026-6471, has been identified by cybersecurity firm Cyera. This flaw, present since 2014, allows attackers with minimal privileges to potentially take control of databases and servers. The vulnerability, known as PostGREShell, has a CVSS score of 7.2 and can be exploited for remote code execution and privilege escalation due to a missing authorization in the database's logical decoding mechanism. Attackers with 'Replication' privileges can load arbitrary files through the logical decoding plugin, executing code with the privileges of the postgres system user. This can lead to the elevation of privileges to superuser status, granting unrestricted access to all tables and the ability to execute operating system commands. All PostgreSQL versions from 9.4 to 18 are affected, with a patch available in versions 18.6, 17.11, 16.15, 15.19, and 14.24. Organizations are advised to update their PostgreSQL instances and audit their Replication accounts.

AppWizard

September 4, 2026

This Google Chrome alternative is the most exciting Android browser I’ve used all year

Solipsism Browser is a third-party, open-source browser based on Chromium, launched just over three months ago. It features a unique side-rail design for navigation buttons, allowing for ergonomic one-handed use, especially on larger devices. Users can customize the homepage with HTML and CSS, and it includes a built-in ad blocker powered by uBlock Origin and a malware scanner. However, it lacks extension support, which is a strength of Firefox, and the address bar's placement at the top can hinder one-handed usability. Solipsism is not available on the Google Play Store and requires updates through platforms like F-Droid or Obtanium. The developer plans to create a future version based on the Servo engine.

Tech Optimizer

September 4, 2026

EDB Highlights Postgres AI Growth in Regulated Enterprise Markets

EnterpriseDB (EDB) has reported advancements in the adoption of its EDB Postgres AI (EDB PG AI) platform, which integrates transactional, analytical, and AI workloads. While 95% of enterprises aspire to become their own AI and data platforms within three years, only 13% have achieved this. EDB PG AI supports existing systems and prepares enterprises for future AI capabilities. A case study highlights PAC 2000A Conad, which restructured its data infrastructure with EDB PG AI, serving over 1,600 stores and 7,000 devices. In Korea, over billion has been invested in the sovereign AI market, with organizations seeking hybrid and on-premises solutions despite challenges from fragmented data environments. Notable users of EDB PG AI include the Industrial Bank of Korea and Shinhan EZ Insurance. EDB PG AI is built on Postgres and allows enterprises to optimize data and AI capabilities with governance at the data layer.

AppWizard

September 3, 2026

RPCS3 emulator devs slam Nvidia DLSS 5 as ‘AI-slop generator’ — says industry pushing ‘more upscalers and frame generation to hallucinate games and hide their lack of optimisation’

Developers at RPCS3 have criticized Nvidia's DLSS 5 technology, calling it an “AI-slop generator.” They noted that some individuals are testing a leaked DLSS 5 DLL on the RPCS3 renderer. The official RPCS3 account stated that they do not support technologies that obscure optimization issues. DLSS 5 is set to officially launch with NBA2K27 and aims to provide advanced neural rendering for improved visual realism. It will feature various AI models and controls for artists, but is resource-intensive and compatible only with RTX 50-series GPUs and GeForce Now. Some modders have managed to use the leaked DLL on older RTX 40-series graphics cards.

BetaBeacon

September 3, 2026

Building Tetris on Android With One Prompt and No Laptop

An AI coding agent called Gotcha can generate games and tools on Android phones by writing real code and running a local server. It can create games like Tetris and a 3D Angry Birds clone with features such as touch controls, score displays, and sound effects. Gotcha can also fix bugs in the game logic based on vague feedback. The autonomy and local capabilities of Gotcha make it a unique tool for developers, allowing for quick iteration and precise bug reporting.

Winsage

September 1, 2026

ReactOS 0.4.16 serves ’90s Windows nostalgia with fewer bugs

ReactOS has released version 0.4.16, which includes a unified boot and live CD image, a graphical installer, and significant upgrades to video, audio, networking, and storage stacks. The update addresses compatibility issues with legacy software, particularly with video drivers and the kernel’s system page table entries, improving stability. A new HD audio bus driver has replaced an older implementation, and the UniATA driver has been replaced with a new ATA driver for better compatibility and boot times. Networking capabilities have improved with expanded support for adapters and asynchronous connections. A headless Server Core installation type has been introduced, and compatibility restrictions with Windows Server 2003 have been lifted. ReactOS remains in an alpha state, and version 0.4.16 is available for download.

Winsage

September 1, 2026

Windows has been hiding these 4 powerful features in plain sight this whole time

Windows has several advanced features that can enhance productivity, including: - Clipboard History: Activated by pressing Windows+V, this feature stores the last 25 copied items and can be enabled through Settings > System > Clipboard. Users can pin frequently used items for easy access. - Virtual Desktops: Allows users to create multiple workspaces on a single monitor by pressing Windows+Ctrl+D. Users can switch between desktops using Windows+Ctrl+Left Arrow/Right Arrow or Windows+Tab. - Focus Sessions: A built-in Pomodoro timer in the Clock app that promotes productivity by working for 25 minutes followed by a 5-minute break. - Snipping Tool: Accessible via Windows+Shift+S, it allows users to capture screenshots and includes features like screen recording, a color picker, and a Text Extractor for converting text from images. - PowerToys: A suite of free and open-source tools from Microsoft that enhances Windows functionalities, including additional utilities and personalized templates.