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AI hacks apps in five minutes: fake builds can flood messengers
AppWizard
July 14, 2026

AI hacks apps in five minutes: fake builds can flood messengers

Recent findings from a study by Positive Technologies indicate that AI is increasingly being used by hackers to modify mobile applications, with a success rate of over 60% for embedding unauthorized code without disrupting functionality. The study analyzed 90 Android applications, finding closed commercial models had an 84% success rate, while open-source applications had a 61% success rate. Modifications were completed in as little as 5 minutes and 38 seconds to up to 9 minutes and 9 seconds, with costs ranging from 0.88 to 40.89 rubles per modification. Messaging platforms and third-party sites are particularly at risk, especially for users seeking unofficial app versions. Developers are advised to improve security against code modification and unauthorized clones.
silver Android smartphone
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.
Best antivirus software for 2026, tested and reviewed by an expert
Tech Optimizer
July 13, 2026

Best antivirus software for 2026, tested and reviewed by an expert

The digital landscape is increasingly threatened by scams and cyberattacks, necessitating robust antivirus solutions for various devices. Modern antivirus software has evolved into comprehensive security suites that include features like VPNs, email protection, and dark web monitoring. Users must balance feature richness with system performance, as costs can vary significantly after initial promotional rates. The best antivirus software includes: - Bitdefender Premium: Rated 4.5/5, priced from £49.99 per year, known for strong performance and a comprehensive feature set but limited to a single device for the free version. - Surfshark One: Rated 4/5, priced from £1.99 per month, recognized for its user-friendly interface but lacking some central features. - Norton 360 Deluxe: Rated 4/5, priced from £29.99 per year, praised for excellent performance and light system impact, though its interface is less polished. - Avira Free Security: Rated 3/5, free option available, offers basic protection but prompts users to upgrade frequently. - Avast One: Rated 4/5, free option available, features a modular design but includes persistent upgrade prompts. Each antivirus package provides solid protection against cyber threats, with many offering free trials for evaluation.
Dutch consumer group suing PlayStation argues the end of physical discs just proves its point: 'Sony alone decides what a game costs and even how long you are allowed to use it'
AppWizard
July 13, 2026

Dutch consumer group suing PlayStation argues the end of physical discs just proves its point: ‘Sony alone decides what a game costs and even how long you are allowed to use it’

The Dutch consumer organization Stichting Massaschade & Consument (SM&C) is involved in a €400 million lawsuit against Sony over a 30% fee on games sold through the PlayStation Store, known as the "Sony tax." Sony plans to phase out physical game discs by 2028, which could eliminate the second-hand market and give Sony sole control over game pricing. Lucia Melcherts, chair of SM&C, expressed concerns that this would limit consumer options. PlayStation's projected revenue for 2025 is ¥4.69 trillion, but the lawsuit poses a significant challenge for the company. Analyst Daniel Ahmad suggests that Sony may need to adjust its policies regarding the PlayStation Store.
What Is Serverless PostgreSQL?
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.
Running pgvector in production on Amazon Aurora PostgreSQL
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.
This underrated Samsung feature is the first thing I set up on any new Android phone... except Pixels
AppWizard
July 11, 2026

This underrated Samsung feature is the first thing I set up on any new Android phone… except Pixels

The taskbar feature at the bottom of the screen enhances user experience on tablets and foldable phones, allowing quick access to frequently used applications. This feature is also available on regular non-folding smartphones, such as Samsung and Motorola devices, where users can enable and customize a side panel known as the Sidebar or Edge Panel. On Samsung devices, users can download the Good Lock app and install the Home Up module to activate the Edge Panel, which offers customization options for quick access to apps, contacts, and shortcuts. The upcoming One UI 9 update is expected to introduce more customization options for the Edge Panel. Motorola users can enable a similar sidebar feature through Settings > Gestures > Sidebar. OnePlus users can find it under Settings > Accessibility & convenience > Smart Sidebar. Pixel smartphones lack a built-in sidebar feature, with users relying on third-party applications to replicate this functionality. The closest alternative on Pixel devices is the App Bubbles feature for multitasking, but it does not provide the same experience as a dedicated sidebar.
The Windows Central Podcast breaks down the Copilot OS leaks, the latest Microsoft layoffs, and what all of this means for the future of Windows and the company’s AI strategy
Winsage
July 11, 2026

The Windows Central Podcast breaks down the Copilot OS leaks, the latest Microsoft layoffs, and what all of this means for the future of Windows and the company’s AI strategy

Microsoft has laid off 4,800 employees, particularly in the Xbox division, raising concerns about the effectiveness of its management structure, which includes 14 layers of middle management. A leaked internal project, "Project Aion," proposes a web-native operating system integrated within Microsoft Edge, replacing the traditional Start menu with Copilot. The podcast discusses consumer skepticism regarding AI adoption and the high costs of cloud-based large language models. Upcoming products include the Surface Laptop 8 and Surface Pro 12, which will feature a new 24 GB RAM configuration and more affordable 8 GB options. Additionally, Microsoft has confirmed the discontinuation of the 10-inch Surface Go and Surface Laptop Go lines.
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