APIs Archives

AppWizard

May 17, 2025

Google’s ML Kit GenAI APIs with Gemini Nano: On-Device AI for Privacy-Preserving Android Apps

Google announced on May 14, 2025, the expansion of its ML Kit offerings with new GenAI APIs powered by the Gemini Nano model, aimed at providing Android developers with access to advanced AI features while ensuring user privacy through on-device processing. The ML Kit GenAI APIs include four key capabilities: summarization, proofreading, rewriting, and image description. These APIs process data locally, keeping user data on the device, ensuring consistent functionality without internet connectivity, and avoiding recurring server costs. This development enhances the accessibility of sophisticated AI capabilities for Android developers and aligns with consumer privacy concerns. The architecture allows for future expansion of capabilities as Gemini models evolve.

Winsage

May 17, 2025

Windows 11 Home vs Pro for Gaming: Which One Should You Choose?

Upgrading from Windows 11 Home to Windows 11 Pro does not yield significant benefits in gaming performance, compatibility, or features for most gamers. Both editions provide identical gaming performance, supporting the same core gaming technologies such as DirectStorage, Auto HDR, and Game Mode. Windows 11 Home supports up to 128 GB of RAM and one CPU socket with 64 cores, while Windows 11 Pro supports up to 2 TB of RAM and two CPU sockets with 128 cores. Pro includes additional features like BitLocker encryption, Remote Desktop hosting, Hyper-V virtualization, and Group Policy management, which are not typically utilized by gamers. The price of Windows 11 Home is lower than that of Pro, making it a more cost-effective choice for gaming. Both editions meet the hardware requirements for modern gaming, and compatibility with major games and platforms is consistent across both versions.

AppWizard

May 16, 2025

Google to give app devs access to Gemini Nano for on-device AI

Google is preparing to unveil new mobile AI tools at the upcoming I/O event, including a suite of APIs that will enable developers to use Gemini Nano for on-device AI applications. The ML Kit SDK will be updated to support on-device generative AI functionalities through Gemini Nano, which integrates with existing models and offers predefined features for ease of implementation. The ML Kit’s GenAI APIs will allow applications to perform tasks such as summarization, proofreading, rewriting, and image description without cloud data transmission. However, Gemini Nano's capabilities are limited compared to cloud-based options, with summaries restricted to three bullet points and image descriptions available only in English. The standard version, Gemini Nano XS, requires about 100MB of storage, while the smaller Gemini Nano XXS is text-only and occupies a quarter of that size. ML Kit is compatible with devices beyond Google's Pixel lineup, including the OnePlus 13, Samsung Galaxy S25, and Xiaomi 15, providing developers opportunities to enhance applications with generative AI features.

AppWizard

May 16, 2025

Google is about to unleash Gemini Nano’s power for third-party Android apps

Google is expanding its Gemini Nano AI model by introducing new ML Kit GenAI APIs, expected to be unveiled at the I/O 2025 event. These APIs will allow developers to integrate features such as text summarization, proofreading, rewriting, and image description generation into their applications. Gemini Nano operates on devices, enhancing privacy by processing data locally. The ML Kit GenAI APIs will support various languages and functionalities, including generating concise summaries, correcting grammar, transforming chat messages, and providing image descriptions. Unlike the experimental AI Edge SDK, the GenAI APIs will be in beta, allowing for broader device compatibility beyond the Pixel 9 series, including other Android devices. Public documentation for the ML Kit GenAI APIs is now available for developers.

Winsage

May 12, 2025

Warning — Microsoft Windows Defender Can Be Disabled By Hackers

A critical cloud security vulnerability rated 10/10 has been reported for Microsoft users, along with persistent denial of service attacks affecting Windows and warnings about password theft. A new tool called Defendnot has been released, which can disable Windows Defender, Microsoft's antivirus protection. Developed by a security researcher known as es3n1n, Defendnot simplifies the process of bypassing Windows Defender by tricking it into disabling itself. It uses undocumented application programming interfaces (APIs) to convince Windows Defender that another antivirus solution is present, without relying on third-party antivirus code. The availability of Defendnot poses a significant risk, potentially aiding malicious actors.

Tech Optimizer

May 12, 2025

Defendnot — A New Tool That Disables Windows Defender by Posing as an Antivirus Solution

Defendnot is a tool that disables Windows Defender by using the Windows Security Center (WSC) API, presenting itself as a legitimate antivirus solution. It was created by a developer named “es3n1n” and follows the removal of a previous tool called “no-defender.” The tool engages directly with WSC, which disables Windows Defender when third-party antivirus software is installed to avoid conflicts. Defendnot was developed through reverse engineering of the WSC service and involves understanding how WSC verifies processes. It registers a phantom antivirus product using COM interfaces and undocumented Windows APIs, leading Windows to disable its built-in protection. The tool requires administrative privileges to operate and adds itself to autorun to maintain its functionality after a reboot. Security experts express concern about its potential misuse by malware authors, while it also provides insights into vulnerabilities in Microsoft’s security architecture.

Tech Optimizer

May 12, 2025

Defendnot: A Tool That Disables Windows Defender by Registering as an Antivirus

Cybersecurity developers have created a tool called defendnot, which disables Windows Defender by utilizing undocumented Windows Security Center (WSC) APIs. This tool is a successor to the no-defender project, which was taken down due to DMCA challenges. The developer reverse-engineered WSC’s validation algorithms and identified Taskmgr.exe as a suitable process to host the necessary code. Defendnot persists across reboots by adding itself to Windows autorun and can be managed via a command-line interface with options to disable Windows Defender and Windows Firewall. Unlike its predecessor, defendnot does not use third-party antivirus code. Security experts warn that disabling protection mechanisms should only be done in controlled environments by knowledgeable users.

Tech Optimizer

May 8, 2025

The Search Stack That Nearly Broke Us — Until We Did This

The initial architecture for the finlight.me real-time financial news API utilized Postgres full-text search, which was effective for early needs but faced limitations as article volume increased. Key challenges included performance degradation due to the inability to combine GIN indexes with regular B-Tree indexes, leading to slow query performance, especially with complex user queries and pagination. The decision was made to transition to OpenSearch for its optimized search capabilities while retaining Postgres as the source of truth for data integrity. Testing with OpenSearch revealed the need for production-grade resources, which led to a successful deployment that improved search response times significantly. The current architecture separates ingestion, storage, and retrieval responsibilities, with Postgres managing data storage and OpenSearch handling user-facing search queries. Regular snapshotting and thoughtful index management ensure resilience and scalability.

Winsage

April 24, 2025

Decades-old bug in Grand Theft Auto: San Andreas pops out

Microsoft's Windows 11 24H2 update has caused issues for players of Grand Theft Auto: San Andreas, specifically the disappearance of the seaplane known as the "skimmer." This glitch, which began appearing in November, is not due to the Windows update itself but rather a long-standing error in the game's original coding. The problem arises from the game's vehicles.ide file, where essential parameters for the skimmer were omitted during its transition from Vice City to San Andreas. The update introduced changes in stack handling that affected how the game initialized these parameters, leading to the glitch. Silent, a developer involved in fixing older games, noted that the issue highlights the importance of validating input data and addressing compilation warnings in software development.

AppWizard

April 24, 2025

Manychat taps $140M to boost its business messaging platform with AI

Manychat has secured million in a Series B funding round led by Summit Partners to expand its operations. The company has approximately 1.5 million customers in 170 countries, including brands like Nike and the New York Times. Manychat facilitates the transmission of billions of messages annually across platforms such as TikTok, Instagram, WhatsApp, and Messenger. Since its inception in 2015, Manychat had raised around million prior to this round, mainly from a million Series A round in 2019. The company operates at a near break-even point and has experienced significant growth, particularly after Facebook opened its Messenger APIs. Manychat's focus on user engagement distinguishes it from many generative AI chatbots. The new funds will be used for research and development to enhance AI capabilities and improve global sales, marketing, and customer support.