resources Archives

AppWizard

July 14, 2026

Survival is Optional, Death is Inevitable: Celestial Return Launches Today on PC

Metaphor Games and Shoreline Games have released a dice-based narrative RPG titled Celestial Return, now available on PC via Steam. The game features players as Detective Howard in the neon-lit Netherveil City, with plans to expand to PlayStation, Xbox, and Nintendo consoles by Q1 2027, including support for three new languages. Players use dice as a currency to navigate the game's narrative, which is influenced by their choices and character attributes. The game includes features like a gameplay loop focused on dice management, a branching narrative, and a unique visual style combining manga and American comics.

AppWizard

July 14, 2026

How to get Cryogenic Coolant in Palworld

In Palworld, players can craft Cryogenic Coolant, which is essential for creating items like saddles for Jormuntide, advanced coolers, and cold-resistant metal armor. To craft Cryogenic Coolant, players must unlock several upgrades in the Technology menu by reaching specific levels: Level 26 for the Power Generator, Level 29 for the Production Assembly Line, and Level 31 for Cryogenic Coolant. Establishing a Production Assembly Line requires a Power Generator and the following resources: 150 ingots, 5 wooden boards, 20 nails, 10 cement, and 20 Electric Organs. Nails and wooden boards are available at Levels 10 and 15, respectively, while cement becomes available at Level 19. Electric Organs can be obtained by capturing, killing, butchering, or breeding electric pals. To craft Cryogenic Coolant, players need 1 Aquatic Pal Fluid and 1 Ice Organ, with Aquatic Pal Fluids sourced from water pals and Ice Organs from ice pals.

Winsage

July 14, 2026

Microsoft’s July 2026 Patch Tuesday is here

Microsoft has introduced a point-in-time restore feature on its Microsoft Learn platform, allowing users to revert Windows systems to a previous state to protect against data loss and system errors. The company is also addressing critical security vulnerabilities, including CVE-2026-20833 and CVE-2026-50656, by working on patches and updates to enhance security.

Winsage

July 13, 2026

Windows questions? How Copilot can analyze your PC settings now

Microsoft has introduced a new feature called PC Insights within its Copilot AI, aimed at simplifying troubleshooting within the Windows operating system. This feature allows users to ask questions about their system, such as battery health, BIOS version, CPU usage, network adapters, storage availability, and printer status. Users must download and install the Copilot Windows app to utilize PC Insights. Upon asking a question, Copilot requests permission to access system resources, which can be granted for a single request or for future similar requests. The AI retrieves the necessary data without storing or using personal files for training, and permissions can be revoked through the app's privacy settings. While PC Insights can provide information and clarify technical details, it cannot autonomously fix issues or implement system changes, requiring users to resolve identified problems themselves.

AppWizard

July 13, 2026

GTA 6 isn’t coming to PC at launch, but not because Rockstar doesn’t “care about PC,” says GTA 5 producer: “If you’re working on that, you’re not working on something else”

Many fans are concerned about the absence of a PC port for the upcoming release of GTA 6. Former Rockstar producer John Ricchio explained that while the studio is not against any platform, they evaluate the investment of resources for PC versions based on practical considerations. He noted that developing for console hardware first can be more efficient than scaling down from PC. Advancements in console technology have alleviated some challenges, but focusing on a PC port can divert resources from other projects. Additionally, Rockstar faces a potential million-dollar fine in Australia if it does not comply with new online safety laws requiring player identification to access the game.

AppWizard

July 13, 2026

This week in PC games: vert-ramping trains, a retold murder mystery, and Cthulhu’s new gig as an AI Director

Edwin is currently sidelined by an illness following TennoCon, and he is expected to submit stories on Soulframe and Warframe: Tau before fully resting. New PC games being released this week include: - Ascend to Zero: A sci-fi action-roguelike with temporal manipulation. - Forensics: Crime Scene Detective: A game focused on managing fingerprint and bullet comparisons. - Soulforge Lost Path: A Survivorslike/bullet heaven game with limited inventory management. - D-Topia: A puzzle adventure about maintaining an AI-managed society. - The Incident at Galley House: A visual novel remake of a murder mystery text adventure. - Happy's Humble Burger Cult: A cooking horror game for 1-4 players. - Moss: The Forgotten Relic: A 3D platformer available for non-VR PC players. - Storebound: A cooperative horror puzzler launching into version 1.0. - Wreck Runners: A multiplayer game set in a haunted Bermuda Triangle. - Fogpiercer: A tactical roguelike deckbuilder focused on defending a train. - Frozen Ship: A first-person survival game launching in early access on the 17th. Additionally, today marks RPS’s 19th birthday, and the team will be scattered in the coming days for various events and holidays.

Winsage

July 12, 2026

We explain why Cloud Rebuild is one of Windows 11’s most important new features, and how it lets you recover your PC without a USB drive or complicated steps

Microsoft has introduced a new recovery feature for Windows 11 called Cloud rebuild, currently in preview mode. This feature allows users to restore their systems by downloading the Windows 11 image and necessary device drivers directly from Windows Update, eliminating the need for USB installation media or custom recovery images. OneDrive remains unaffected during the recovery process, enabling users to restore their files after signing back in. For organizations, devices managed via Windows Autopilot and Microsoft Intune can automatically re-enroll and restore settings post-rebuild. However, Cloud rebuild requires compatible hardware, a healthy Windows Recovery Environment, and internet connectivity. Currently, it can only be initiated from the Windows Recovery Environment or an elevated Command Prompt, with remote deployment not yet supported. The feature aims to simplify recovery processes and reduce reliance on USB drives, although it is not intended to replace existing recovery tools.

Tech Optimizer

July 12, 2026

What Is Serverless PostgreSQL?

Serverless PostgreSQL is a fully managed cloud database model that separates compute and storage, allowing them to scale independently and automatically based on demand. It eliminates the need for manual infrastructure provisioning and capacity planning, charging only for active usage. Unlike traditional PostgreSQL setups, which require continuous resource allocation and manual scaling, serverless PostgreSQL provisions resources on demand and can scale down to zero during idle periods. Serverless PostgreSQL integrates with serverless compute platforms, enabling analytical queries to access the same data within a unified architecture. Key differences between traditional and serverless PostgreSQL include manual versus automatic provisioning and scaling, fixed versus usage-based billing, and high versus reduced operational overhead. Lakebase architecture is an emerging model that combines transactional databases with lakehouse foundations, allowing operational and analytical workloads to coexist on a single platform. This architecture minimizes data duplication and simplifies access, enhancing data management and analysis. Serverless PostgreSQL operates on a cloud-native architecture that enhances efficiency by allowing compute and storage to scale autonomously. It features scale-to-zero behavior, where compute resources are suspended when inactive and reactivated upon new queries. Major providers include Databricks Lakebase, Amazon Aurora Serverless v2, and Neon, each offering varying capabilities and integrations. Pricing for serverless PostgreSQL typically includes charges for compute resources, storage, and data transfer, with costs fluctuating based on workload activity. Cold start latency is a performance consideration, as reactivating compute resources can introduce delays. Strategies to mitigate this include keeping resources partially active or selecting providers with minimal cold start impacts. Serverless PostgreSQL is well-suited for OLTP workloads, while lakebase architecture is better for AI development, variable workloads, and environments requiring rapid iteration. Setting up serverless PostgreSQL involves choosing a provider, creating a database instance, and configuring access settings. It can also be used alongside serverless compute platforms for analytics, further extending its capabilities.

AppWizard

July 12, 2026

Weekend PC Game Deals: GTA, Borderlands, Kingdom Come, Stray and more

The Epic Games Store is offering two free titles this week: Nova Lands and Tattoo Tycoon, available until July 16, when Echo Generation and Luto will replace them. The July Humble Choice lineup includes eight games: Sea of Stars: Sunset Edition, TUNIC, Neon White, Police Simulator: Patrol Officers, Drop Duchy - Complete Edition, Sledders, Dicefolk, and Our Adventurer Guild, available for purchase until August 4. Additionally, Humble has released two game bundles: the Narrative Bundle, featuring 12 games, and the Squad Goals bundle, which includes cooperative titles. The GOG store has ended its DRM-free summer sale but continues with standard promotions. Availability and pricing may vary by region.

Tech Optimizer

July 12, 2026

Running pgvector in production on Amazon Aurora PostgreSQL

Running pgvector on Amazon Aurora PostgreSQL-Compatible Edition offers a vector store with operational capabilities, high availability, and scalability. It is favored for Retrieval Augmented Generation (RAG) workloads transitioning to production, but increased traffic introduces challenges like query latency and memory management. Key operational practices for pgvector workloads include selecting the appropriate index type (HNSW or IVFFlat), establishing a baseline schema, choosing a suitable distance operator, scaling the index through quantization and partitioning, and preparing for churn and observability. The prerequisites for using pgvector include an Aurora PostgreSQL-Compatible cluster with specific PostgreSQL versions and the vector extension enabled. The embedding model used in examples is Amazon Titan Text Embeddings V2, which produces 1024-dimensional embeddings. pgvector supports two Approximate Nearest Neighbor (ANN) index types: HNSW, which is efficient for querying and allows for incremental insertions, and IVFFlat, which is less resource-intensive but requires rebuilding if data changes. There are scenarios where forgoing an index is beneficial, such as small datasets or partitioned datasets requiring 100% recall. A baseline schema for a multi-tenant document store includes creating a table for documents with an embedding vector and establishing indexes for tenant IDs and embeddings using HNSW. The recommended parameters for HNSW include m = 16 and ef_construction = 128. Scaling to millions of vectors involves quantization, tuning HNSW parameters, and partitioning. Aurora Optimized Reads can extend effective cache capacity, and managing index churn is crucial for maintaining performance. Observability metrics include query-level statistics, instance-level metrics, and custom application-defined metrics. To clean up after testing, it is advisable to drop the created indexes and tables, and delete the Aurora PostgreSQL-Compatible cluster and any manual snapshots taken during testing.