source code

Winsage
September 2, 2026
An active malware campaign is using counterfeit software-download websites to distribute malicious installers, primarily targeting users seeking popular software. This campaign has significantly affected China-based operations of multinational corporations and Chinese-speaking users. The malware, once executed, can establish persistence, undermine security measures, and communicate with attacker-controlled infrastructure. Victims span various sectors, including healthcare, manufacturing, gaming, technology, logistics, government, and education. Microsoft associates this campaign with a Chinese threat cluster called Silver Fox, known for using spoofed vendor download pages to spread Gh0st RAT and ValleyRAT. The malicious websites are hosted on .com.cn and .hl.cn domains, featuring Chinese-language content. The downloaded files are dynamically generated, and upon execution, they deploy a wrapper installer that initiates the malware payload. The malware achieves persistence through scheduled tasks and interferes with Windows Update services. The campaign establishes command-and-control communication over non-standard ports, with two identified domains linked to the activity. Microsoft Defender has detected the threat and initiated containment procedures. Kaspersky reported a related malicious installer exploiting a legitimate adware application to execute a backdoor, which captures keystrokes and clipboard contents. ValleyRAT, a sophisticated implant, can collect system information, reboot the computer, capture screenshots, and transmit logs. The attackers are motivated by cyber espionage and financial gain, targeting organizations globally. A subgroup within GoldenEyeDog, known as CuboidalCanine, has also been linked to the use of ValleyRAT, particularly in the gambling industry. In June 2026, Chinese authorities addressed cybercrime cases involving a new variant of the Silver Fox trojan.
Tech Optimizer
September 2, 2026
A stateful LangGraph agent was developed to streamline a 15-minute booking process, mimicking a customer service representative. It features a user-friendly Streamlit UI and a backend powered by a Postgres database. The agent can respond to customer queries, calculate service prices, manage acceptance or rejection of services, propose appointment time slots, and confirm booking details. The agent operates in two persistence modes: in-memory for quick testing and Postgres for durability. Testing can be conducted locally with Streamlit or using Docker to simulate a production environment. Docker allows the application to interact with a PostgreSQL server without local installation, enhancing reproducibility. The project includes a docker-compose.yml file to initiate a PostgreSQL container, and users can also utilize a cloud-based Postgres solution. The application behavior remains consistent regardless of the database setup. The complete source code is available on GitHub for testing and further enhancements.
Tech Optimizer
September 1, 2026
A stateful LangGraph agent was developed to streamline a 15-minute booking process, featuring a user-friendly Streamlit UI and a backend powered by a Postgres database. The agent responds to customer queries, calculates service pricing, manages service acceptance, suggests time slots, and confirms appointment details. It operates in two modes: in-memory for rapid testing and Postgres for persistent storage. Testing can be done locally using Docker, which simulates a Postgres environment, or with a hosted Postgres instance. The project includes a docker-compose.yml file to initiate a PostgreSQL 16 container, allowing the application to connect to the database. Data persistence is ensured through Docker volumes, and the application can be run with specific commands after setting up the environment variables. The system has been tested successfully, demonstrating its ability to manage bookings and maintain data integrity across sessions. Future enhancements are planned to improve the booking workflow and integrate additional communication channels.
Winsage
August 23, 2026
3D Pinball was a space-themed game included in Windows XP since its debut in 1995. It was removed with the launch of Windows Vista due to a bug in the code that caused the game to be unplayable, not because of legal issues as commonly believed. The bug occurred during the transition of Windows XP to 64-bit architecture, where the ball would drop into the launcher and fall through the plunger. Microsoft engineer Raymond Chen, who worked on the project, noted that the original code was largely undocumented, making it difficult to fix. The game was licensed from Cinematronics and Maxis, which limited Microsoft's rights to bundling it within Windows and its Plus! packs, preventing a standalone release. Attempts to revive the game were hindered by these legal constraints. As of 2022, no official version of 3D Pinball has been included in Windows 11, and the licensing situation remains complicated due to the acquisition of Cinematronics and Maxis by Electronic Arts.
Tech Optimizer
August 17, 2026
Nikolay Samokhvalov has introduced PGSimCity, an open-source educational tool that visualizes PostgreSQL cluster mechanics in a 3D simulation accessible via web browsers. The tool represents PostgreSQL 18's internals as municipal districts, with components like shared_buffers and Write-Ahead Logging organized spatially. It separates rendering from state transitions to maintain architectural integrity. Backend developers can trace SQL statement lifecycles and simulate operational anomalies, such as memory restrictions leading to performance issues. The project has generated discussions on AI-assisted visualization and has received community feedback for improvements. PGSimCity includes PGlite for in-browser PostgreSQL execution and has a roadmap for future enhancements, with its codebase available on GitHub under the Apache-2.0 License.
AppWizard
August 11, 2026
The Tor Project has launched the Snowflake Volunteer app, an Android application developed in collaboration with Bloco, aimed at helping users in restricted regions bypass internet censorship. This app enhances the existing Snowflake capabilities, allowing users to share their internet connections through volunteer-operated proxies to access the Tor network. In June, the number of unique proxy IP addresses used daily increased from approximately 1,300 to 1,700, marking a 29% rise. The Tor Browser operates as a free, privacy-focused network, routing traffic through volunteer-run secure computers. The Snowflake Volunteer app employs "domain fronting" to connect users to various proxies and is designed for those with limited technical skills, simplifying the process of becoming a proxy. Users can download the app from F-Droid or Google Play, run it in the background, and set usage restrictions. While Tor generally advises against using VPNs, some experts recommend them for users in highly censored regions, though this approach has its own challenges.
Winsage
August 11, 2026
A developer has adapted Microsoft Word 1.1a, originally for 16-bit x86 systems, to run natively on modern 64-bit Windows PCs through a project called “Opus.” This adaptation compiles the original source code into a genuine x64 application, avoiding the use of emulators or virtual machines. The developer translated incompatible segments of the original code, including 16-bit assembly language, into C or C++, while mapping Win16 functions to modern Win32 APIs. The project retains original resources and copyright notices, and is hosted on GitHub without a broad open-source license. Automated testing has been implemented to ensure functionality mirrors the original application. Microsoft has previously published similar historic projects, but this port is an independent effort, providing insights into early Windows software architecture.
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