SDKs

AppWizard
February 3, 2025
Google blocked 2.3 million Android app submissions to the Play Store in 2024 due to policy violations that posed risks to users. The company also banned 158,000 developer accounts for attempting to introduce harmful applications, including malware and spyware. The number of blocked apps increased from 2,280,000 in 2023 and 1,500,000 in 2022, aided by AI assistance in 92% of human reviews. Google prevented 1.3 million apps from gaining excessive permissions and upgraded Google Play Protect, which scanned over 200 billion apps daily and identified over 13 million new malware apps from outside Google Play. The Google Play SDK index added 80 trusted SDKs, and the Play Integrity API adoption led to an 80% reduction in abuse from untrusted sources. Google's untrusted APK installation blocking system expanded to several countries and thwarted 36 million installation attempts of 200,000 unique apps from reaching 10 million Android devices.
AppWizard
February 3, 2025
In 2024, Google blocked over 2.3 million potentially harmful Android applications and banned 158,000 developer accounts for policy violations. The increase in blocked applications was due to new AI-powered threat detection systems, which assisted in 92% of human reviews for harmful apps. Google prevented 1.3 million existing applications from obtaining excessive permissions that could compromise user data. Upgrades to Google’s Play Protect antivirus app enhanced its ability to scan over 200 billion apps daily for malware. Additionally, a security upgrade for Android phones improved user control over app access to photos and videos. Despite these advancements, some security flaws and trojans still emerged, highlighting the need for user vigilance when downloading apps.
AppWizard
February 2, 2025
In 2024, Google blocked 2.36 million potentially dangerous Android apps from the Play Store, including those that breached policies or were flagged as malicious through AI-assisted reviews. New security features included improved biometric authentication and passkeys. AI-driven threat detection technology automated 92% of human assessments, enhancing the identification of malicious apps. Google expanded its Play SDK database with 80 new reliable SDKs and prevented 1.3 million apps from accessing sensitive user information. The Play Protect system detected over 13 million new malicious apps from outside the Play Store. Google expanded its untrusted APK installation blocking system to Brazil, India, Nigeria, and South Africa. Recommendations for users included installing apps from trusted sources and regularly reviewing app permissions.
AppWizard
December 17, 2024
Android developers are preparing for a transition to a 16 KB memory page size, expected to improve performance by 5–10% across applications and games. Google has introduced developer options for testing on Pixel 8 and Pixel 9 devices, with support from other OEMs like Samsung and Xiaomi anticipated. Developers using native code must assess and rebuild their apps, ensuring compatibility with the new page size by upgrading to Android Gradle Plugin version 8.5.1 or later and using NDK version r28 or later. Applications without native code will remain compatible without modification. Testing for compatibility can be done using emulators or physical devices like the Pixel 8/8 Pro and future Pixel 9 models. Developers are advised to avoid hardcoding assumptions about memory page sizes to prevent compatibility issues.
AppWizard
December 11, 2024
Users globally spent 1 billion on mobile app purchases in 2023. Over 95% of mobile apps in the global AdTech market utilize SDKs. Custom SDKs enable advanced features like targeted advertising, real-time bidding, and diverse ad formats. SDKs facilitate comprehensive tracking of user engagement and ad performance metrics. Partnering with a programmatic advertising company can simplify ad management processes for publishers. The integration of SDKs is expected to remain in high demand through 2025 and beyond, aligning with regulatory frameworks like GDPR and CCPA.
Winsage
November 6, 2024
Windows 11 Insider Preview Build 27744 has been released to the Canary Channel. This build introduces enhanced support for 64-bit x86 applications in the Prism emulator, allowing previously incompatible applications, including Adobe Premiere Pro 25, to run on Arm devices. The virtual CPU for x64 emulated applications now supports various x86 instruction set architecture extensions, such as AVX and FMA. Changes include the simplification of the "All apps" section in the Start menu, a new Gamepad keyboard layout for the on-screen keyboard, redesigned Task Manager dialogs, and the return of the detach virtual hard disk button. Fixes address issues with NVIDIA GPUs, the Emoji Panel, Windows Sandbox performance, and various bugs affecting graphics and application stability. Known issues include potential loss of Windows Hello PIN and biometrics for new Copilot+ PC users joining the Canary Channel and desktop background display problems across multiple monitors. Insiders are reminded that features in the Canary Channel may not be released and can change during development.
AppWizard
October 22, 2024
Android developers are utilizing the Gemini API for innovative features such as personalized meal planning, chat-based journaling, and AI-generated usernames. The stable version of Vertex AI will soon be launched in Firebase, allowing developers to integrate Gemini 1.5 Flash and Gemini 1.5 Pro into their applications, with inference processes managed on Google's servers. Examples of applications using the Gemini API include: - The Meal Planner app, which uses Gemini 1.5 Flash to create personalized meal plans based on dietary preferences, resulting in a 17% increase in premium subscriptions. - The Life journaling app, which features an AI assistant named "Leo" for conversational journaling, allowing users to customize the chatbot's tone and behavior. - The HiiKER app, which generates unique usernames for users based on geographical location, enhancing user engagement and retention. Developers are encouraged to explore the advanced features of the Gemini Cloud models and Vertex AI in Firebase, with resources available during AI in Android Spotlight Week.
Winsage
October 17, 2024
Windows 11 Insider Preview Build 27729 has been released to the Canary Channel, with no plans for SDKs for the 27xxx series builds. The update includes a new setting to configure the Copilot key to launch MSIX packaged apps, while the default function remains to launch the Copilot app. Fixes include resolving crashes in certain games, a temporary black screen issue with ALT + Tab, and a problem affecting BitLocker functionality. Known issues involve errors with Windows Hello PIN on Copilot+ PCs, rollback errors during installation, display freezing for users with older NVIDIA GPUs, and a PAGEFAULTINNONPAGEDAREA error. An update for the Snipping Tool introduces a "Copy as table" feature for easier data transfer into other applications. Users are reminded that Canary Channel builds are early development versions and may change significantly.
Tech Optimizer
October 3, 2024
Google Cloud has introduced enhancements to optimize data processing capabilities, including vector processing support for PostgreSQL and Redis/Valkey-based managed services. AlloyDB, compatible with PostgreSQL, now features the ScaNN vector index, capable of scaling to support over one billion vectors while maintaining high query performance. Google has partnered with Aiven to allow AlloyDB deployment across various cloud environments and on-premises facilities. Vector processing is also integrated into Redis and Valkey, with Memorystore for Redis Cluster and Memorystore for Valkey 7.2 supporting vector search capabilities, achieving single-digit millisecond latency on over a billion vectors with over 99% recall. Google is enhancing Firebase by introducing a fully managed PostgreSQL database, Firebase Data Connect, which automates database schema creation and API server setup. Additionally, Google has updated its Spanner database to better support AI workloads, integrating with the LangChain model and adding Spanner Graph for interconnected data, along with advanced full-text and vector search functionalities.
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