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Hellraiser: Revival (PC) REVIEW - The Wettest Game of the Year
AppWizard
October 11, 2026

Hellraiser: Revival (PC) REVIEW – The Wettest Game of the Year

The Hellraiser franchise began with Clive Barker's literary works and transitioned into a film in 1987, followed by nine sequels and a reboot. The latest installment, Hellraiser: Revival, is a narrative-driven single-player game that incorporates elements from various gaming genres, including a grim atmosphere similar to Condemned, a merchant system like Resident Evil 4, chase sequences akin to Outlast, hide-and-seek mechanics inspired by Alien: Isolation, abilities reminiscent of BioShock, and crafting systems typical of modern gaming. The story follows Aidan Lynch, who seeks to rescue his partner Sunny from Pinhead after a traumatic encounter. Aidan, portrayed by Xalavier Nelson Jr., is a flawed character who faces internal struggles, while Doug Bradley reprises his role as Pinhead. The game features dynamic combat with a variety of weapons and enemies, requiring strategic thinking. Despite some budget constraints and minor flaws, Hellraiser: Revival is noted for its impressive art direction and atmospheric design, without any microtransactions. A deluxe edition key was provided for the review.
Designing a Concurrent Donation Ledger With FastAPI and PostgreSQL
Tech Optimizer
October 10, 2026

Designing a Concurrent Donation Ledger With FastAPI and PostgreSQL

Every year, billions of dollars flow through online crowdfunding platforms, leading to donor concerns about the allocation of funds. Traditional crowdfunding applications lack transparency, often leaving funds in unverified balances without real-time auditability or guarantees against double-allocations. GoodCause, a social impact platform, aims to address this issue by creating a system that ensures financial integrity and atomic fund distribution. Its architecture is based on mobile-first delivery, atomic auditability, and strict data isolation, utilizing technologies such as React Native, FastAPI, and PostgreSQL. The platform incorporates a mobile client for cross-platform navigation, a backend API for domain-driven routing, a database with Row-Level Security, and a payment gateway for secure transactions. A significant engineering challenge is preventing race conditions and double-spending in concurrent donation scenarios.
How and why we built Managed PostgreSQL for AI workloads
Tech Optimizer
October 10, 2026

How and why we built Managed PostgreSQL for AI workloads

The Nebius Managed PostgreSQL team developed a solution for AI workloads using CloudNativePG and Kubernetes, resulting in improved backup and restore times by transitioning from Barman to WAL-G, reducing a 1.5 TB backup duration from over a day to two hours. Since its launch in 2025, the service supports hundreds of production clusters and manages tens of tebibytes of data. Key features include high availability, point-in-time recovery, automated failover, compressed and encrypted backups, rapid restoration, connection pooling, and strict synchronous replication for zero data loss. Kubernetes and CloudNativePG were chosen for their advantages, including out-of-the-box features and open-source distribution. Each cloud project has a separate MK8s cluster for customer isolation and security. Persistent data is stored on fault-tolerant SSD drives, enabling swift instance migration during failures. Regular physical backups are archived, allowing restoration within a seven-day window with a single click. The transition from Barman to WAL-G addressed slow backup and restoration times and resource control limitations. With WAL-G, backups and restorations for a 1.5 TB cluster improved to two hours and one hour, respectively. PgBouncer was implemented to manage database connections effectively, reducing connection storms during peak AI workload traffic. Two vector search extensions, pgvector and pgvectorscale, are available to cater to different memory and dataset needs. Benchmarking showed that Nebius performs competitively with AWS at a lower cost. The infrastructure integrates cloud engineering principles with specialized expertise to meet AI workload demands.
OM SDK sandbox cuts Android ad session start to 11 ms, IAB Tech Lab says
AppWizard
October 5, 2026

OM SDK sandbox cuts Android ad session start to 11 ms, IAB Tech Lab says

IAB Tech Lab has released version 1.6.10 of its Open Measurement SDK for Android, introducing the ability for verification scripts for native ads to run within Android's Jetpack JavaScriptEngine instead of the traditional WebView. This update, effective from October 1, 2026, allows for a significant reduction in verification check initiation time, with the sandbox environment taking approximately 11 milliseconds compared to 268 milliseconds in the WebView. Applications that do not implement this new feature will continue to function as before, and HTML-based ads are not included in this update. The JavaScriptEngine library allows JavaScript evaluation without a WebView, reducing resource consumption and enabling compatibility with background services. The adoption process for this feature involves updating to OM SDK Android 1.6.10 or later, integrating the androidx.javascriptengine dependency, and maintaining the sandbox throughout the app's lifecycle.
Google researcher explains why Windows NT "puts Linux to shame," and imagines an alternate history where it won
Winsage
September 27, 2026

Google researcher explains why Windows NT “puts Linux to shame,” and imagines an alternate history where it won

Laurie Kirk, a Google researcher and former Microsoft reverse engineer, argues that the Windows NT kernel is superior to Linux in several aspects, particularly in its architecture for managing resources and access permissions. She emphasizes that her critique focuses on the system architecture rather than the user interface of Windows 11. Kirk raises concerns about Linux's suitability for AI agents due to its complex security model, while praising NT's object-based design and security framework. She speculates on an alternate history where Microsoft had created an "Open NT," allowing for customizable components, but acknowledges the challenges of maintaining forks in operating systems. Critics of NT highlight its performance and reliability issues, while Linux's open-source nature has contributed to its dominance in servers and cloud computing. Kirk suggests that future operating systems may need to balance the defined resource types of NT with the flexibility of Linux, especially as AI technology evolves.
Decades-old file security flaws found in Android, Linux, macOS, and Windows
Winsage
September 24, 2026

Decades-old file security flaws found in Android, Linux, macOS, and Windows

Security researchers from Graz University of Technology in Austria have discovered significant vulnerabilities in the file notification systems of major operating systems: Android, Linux, macOS, and Windows. These flaws have existed for decades and can lead to the leakage of sensitive system information. The affected systems include inotify on Linux (since 2005), FileObserver on Android (since 2008), ReadDirectoryChangesW on Windows (since 2000), and FSEvents on macOS (since 2007). The vulnerabilities allow unprivileged users to monitor file events without explicit read permissions, enabling potential attacks such as inter-keystroke timing attacks and website fingerprinting. For example, on Linux, monitoring a readable directory can leak events on files that cannot be read, allowing attackers to achieve a 93.1% to 100% accuracy rate in monitoring keystrokes. Specific vulnerabilities include CVE-2025-68788 on Linux, which received a partial fix in December 2025, and issues on Android where FileObserver can bypass app storage isolation. On macOS, limited information is available due to a lack of bypasses for private directories, while on Windows, monitoring the root directory can reveal the full path of every accessed file, allowing real-time tracking of web activity with a 97.8% accuracy rate. Microsoft has described the issue as "by-design," which has faced criticism. The researchers propose stronger mitigations, such as disallowing monitoring of entire drives on Windows and introducing a permission system for file monitoring on Windows and macOS. Their findings will be presented at the ACM CCS 2026 conference in November in The Hague, Netherlands.
6 ways Android Enterprise is evolving for the modern workforce
AppWizard
September 24, 2026

6 ways Android Enterprise is evolving for the modern workforce

In modern workplaces, the balance between innovation and security is crucial as employees seek access to advanced technology while IT departments protect sensitive data. Android is enhancing its tools for workers through Android Enterprise, with key advancements expected by 2026, including: 1. Advanced AI agents and controls: - Smarter workflows will introduce next-generation AI agents with enterprise-grade controls. - The evolution of Gemini will enable management of complex workflows using real-time context, eliminating manual app switching. - Built-in safeguards will ensure work profile isolation, preventing personal agents from accessing corporate data. - Administrators will have granular control to configure or disable AI automation through Android Enterprise. 2. Next-gen manageable XR devices: - New hardware like the XREAL Aura wired glasses will enhance workforce capabilities. - IT administrators will manage a range of XR devices alongside standard mobile fleets using Enterprise Mobility Management consoles. - Employees will benefit from hands-free productivity with integrated displays, audio, and AI assistance while connected to enterprise tools.
Valve open-sources Lepton, its Android compatibility layer for the Steam Frame
AppWizard
September 19, 2026

Valve open-sources Lepton, its Android compatibility layer for the Steam Frame

Valve has open-sourced Lepton, an Android compatibility layer for the Steam Frame headset, allowing VR developers to adapt existing Android games for the device. The code is available on Valve's GitLab repository and facilitates the transition without needing to reconstruct games for a different platform. Lepton is designed to create a game-optimized Android environment rather than transforming the Steam Frame into a general Android device. It disables unnecessary Android services to maintain efficiency and integrates with the SteamOS host system, supporting various graphics stacks and Vulkan tools for enhanced VR gaming. Lepton operates without requiring root access, with each process running as a non-root user, and provides developers with tools for debugging and performance profiling. The open-sourced code offers insight into Valve's approach to supporting Android games on SteamOS.
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