SDK Archives

Tech Optimizer

June 17, 2025

EDB Postgres AI Accelerates New Era of Sovereign Data and AI for Enterprises, Industries, and Nations

EnterpriseDB has introduced significant advancements to its EDB Postgres AI (EDB PG AI) platform, enabling secure and compliant deployment of AI solutions across Postgres environments. The platform integrates transactional, analytical, and AI workloads into a unified system, featuring automatic pipelines and built-in development tools for data automation. Key capabilities include low-code/no-code simplicity for rapid AI pipeline creation and comprehensive hybrid management for real-time insights across databases. Recent research indicates that only 13% of enterprises have successfully implemented agentic AI applications at scale, with early adopters achieving up to 227% higher ROI. Collaborations with Red Hat aim to provide organizations with solutions for successful AI outcomes. New features include enhanced data security, a purpose-built PG AI Analytics Engine for high-performance queries, and a universal data store for various data models. Performance advantages include six times better total cost of ownership (TCO) compared to SQL Server and up to 150 times faster NoSQL performance than MongoDB. A comparative analysis showed that EDB PG AI reduced overall complexity by 67% and maintenance costs by 38%.

AppWizard

June 10, 2025

Google details its future Android 16 plans this year, and highlights new features

Google's developer blog details the upcoming Android 16 SDK release, set for a significant update in Q4 2025, with a Q3 update introducing the Material 3 Expressive redesign. The official launch of Android 16 on June 10 includes features such as "outline text" for Accessibility settings, Adaptive Apps for foldable devices, and consistent progress notifications. Beta testers can opt out of the program to receive the stable version if they haven't joined the Android 16 QPR1 Beta. Key enhancements focus on app experiences on larger displays, including adaptive functionality and real-time tracking for activities. Improvements in mobile photography include night mode scene detection and UltraHDR capabilities. Accessibility is improved with the new "outline text," and privacy features include defenses against intent redirection attacks and location masking when pairing devices. Additional performance optimizations involve 16KB pages and updates to JobScheduler and Android Runtime. The Google Pixel 9 Pro XL features a 6.8-inch display, advanced AI software, and a larger battery.

AppWizard

June 3, 2025

Facebook, Yandex Apps Secretly Track Users Via Hidden Ports, Research Claims

Recent findings from IMDEA Networks Institute indicate that Facebook and Instagram apps have been tracking Android users' web browsing activities without consent, bypassing privacy controls and functioning even in incognito mode. This tracking affects millions of websites using Meta's tracking code. Yandex has employed similar tracking techniques since 2017, creating a cross-platform surveillance network. The tracking exploits Android’s permission system by establishing background services that listen on network ports, allowing the apps to capture browsing data and associate it with users' accounts. Meta's pixel is present on about 5.8 million websites, while Yandex Metrica is on around 3 million sites, potentially impacting billions of users. Approximately 78% of sites with Meta’s pixel and 84% of Yandex's sites attempted localhost communications without user consent. This tracking method operates at the operating system level, unaffected by cookie clearing, incognito modes, or privacy settings. Researchers have demonstrated that malicious apps could exploit this technique to gather users' browsing histories. Many website operators were unaware of these localhost communications, leading to confusion and complaints. In response, major browser vendors are implementing measures to block these tracking methods. Meta ceased this tracking on June 3rd, coinciding with the research's public release. The research highlights a significant security gap in mobile platforms regarding localhost communications, emphasizing the need for stricter policies and vetting processes.

Tech Optimizer

May 24, 2025

Connect Amazon Bedrock Agents with Amazon Aurora PostgreSQL using Amazon RDS Data API

Generative AI applications are being integrated with relational databases, allowing organizations to utilize structured data for training AI models. This integration involves using the RDS Data API with Amazon Aurora PostgreSQL-Compatible Edition and Amazon Bedrock for AI model access and automation. The solution enables natural language queries to be converted into SQL statements, executed against the database, and returns results in a user-friendly format. The architecture includes several steps: invoking the Amazon Bedrock agent with natural language input, generating SQL queries using large language models (LLMs), executing those queries via the Data API, and returning formatted results. Security measures are in place to restrict operations to read-only, preventing modifications that could compromise data integrity. To implement this solution, prerequisites include deploying an Aurora PostgreSQL cluster using AWS CDK and setting up the necessary Lambda functions and IAM roles. The agent is designed to convert natural language prompts into SQL queries and execute them securely. Testing can be conducted through the Amazon Bedrock console or the InvokeAgent API, with options for tracing the agent's steps. Key considerations for this integration include limiting it to read-only workloads, implementing parameter validation to prevent SQL injection, and ensuring comprehensive logging and auditing. For multi-tenant applications, appropriate isolation controls should be established. To avoid future charges, all resources created through CDK should be deleted after use.

BetaBeacon

May 21, 2025

Google just laid out its game plan to make you (and developers) care about Android XR

Google showcased how apps like Google Maps, Messages, Calendar, and Photos will function on Android XR glasses.

Winsage

May 21, 2025

Announcing new Microsoft Dataverse capabilities for multi-agent operations

Microsoft Dataverse is a secure and scalable platform that integrates enterprise data with agent functionalities, serving as the backbone for organizations to manage business and operational data. It powers Microsoft Copilot Studio, enabling developers to create agents that execute adaptive tasks while ensuring human oversight. Key features include AI-powered search, prompt columns for embedding generative AI, and the Dataverse Model Context Protocol (MCP) server, which transforms structured data into interactive knowledge for agents. The MCP server offers capabilities such as querying data, engaging with knowledge sources, creating/updating records, and executing custom prompts. Dataverse knowledge is integrated into Copilot Studio, connecting structured and unstructured data from various sources to create a unified knowledge network. Data in Dataverse is pre-indexed for near-real-time analytics, and integration with Microsoft Fabric allows for easy exploration of this data. Dynamics 365 data is now accessible within Microsoft 365 Copilot, streamlining workflows. New knowledge sources and connectors have been introduced, including Snowflake, SAP, and Confluence, enhancing agent capabilities. The Power Platform connector SDK simplifies the integration of external structured data into Power Apps and Dataverse. A centralized Tools hub in Copilot Studio allows for the management of reusable functionalities across agents. Additionally, three new managed agents are available in preview, designed to automate document workflows, generate executive briefs, and process inbound leads, facilitating quick implementation and scalability for organizations.

AppWizard

May 21, 2025

Google Play adds topic pages, audio previews, and new subscription tools for developers

Google is enhancing its Play Store with upgrades for Android app developers, including a robust toolset for managing subscription-based applications, allowing developers to pause live app releases. New "topic browse" pages will help users discover apps related to over 100,000 media and entertainment titles, and the "Where to Watch" feature will expand to the U.K., Korea, Indonesia, and Mexico. Developers can integrate new visual content options, such as a hero content carousel and audio samples, which have increased app installs for Health & Wellness developers. Curated spaces for user interests will expand, particularly in Japan. The Play Console will feature a new asset library for organizing visual assets and provide new metrics for app listing performance. Subscription management tools will allow multi-product checkout and enhanced reminders about subscription benefits, reducing voluntary churn by 3%. Developers can offer a grace period of up to 30 days or a 60-day account hold for declined payments. The Engage SDK will support additional categories and markets, while the Play Integrity API will improve security with enhanced abuse detection and device security update checks.

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.

BetaBeacon

May 15, 2025

This Dreamcast memory card can emulate Game Boy games

8BitMods has released the VMU Pro for the Sega Dreamcast, which is a handheld emulation machine for 8-bit games. It offers full backward compatibility, supports microSD cards up to 2TB, and features built-in emulators for popular consoles.