architecture Archives

Tech Optimizer

May 17, 2025

Databricks to Acquire Database Startup Neon for $1 Billion

Databricks plans to acquire Neon, a serverless Postgres provider, for billion. Neon's platform supports AI agents, with over 80% of databases provisioned automatically by them. The architecture allows rapid database spin-up in under 500 milliseconds and is compatible with the open-source Postgres ecosystem. Neon was founded in 2021 by Nikita Shamgunov, Heikki Linnakangas, and Stas Kelvich, and features a design that separates storage and compute for instant provisioning and auto-scaling. Databricks aims to integrate Neon’s technology into its Data Intelligence Platform to enhance AI workloads. Following the acquisition, Neon’s team will join Databricks while continuing to support the existing community. This acquisition is expected to impact the 0 billion database market. Databricks has also acquired Fennel and Tabular to enhance its capabilities in the tech landscape.

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.

AppWizard

May 17, 2025

Best VPN for Android 2025: NordVPN Voted Best of VPNs for Android

NordVPN has been recognized as the Best VPN for Android in 2025, continuing its commitment to trusted VPN services since launching its Android app in 2016. The user interface has been redesigned for a streamlined experience, featuring a clean, map-based home screen and easy server access. It has received praise for exceptional speed on Android devices, attributed to its NordLynx protocol, and boasts over 7,000 servers in more than 100 countries for reliable internet access. NordVPN maintains a strict no-logs policy to protect user privacy and includes advanced security features like Threat Protection Lite. The app is optimized for battery efficiency and offers robust customer support, including 24/7 live chat. NordVPN's competitive pricing plans and various payment methods enhance its accessibility.

TrendTechie

May 17, 2025

Сроки взлома DOOM: The Dark Ages — когда игра появится на торрентах

DOOM: The Dark Ages, a prequel to DOOM (2016) and DOOM Eternal, is set to release on May 15. In Russia, the game will not be available for official purchase, with prices ranging from 6,000 to 10,000 rubles, leading some to consider waiting for pirated versions. The game uses Denuvo DRM, complicating hacking efforts. Historical data shows that hacking timelines for Denuvo-protected games vary, making it difficult to predict when DOOM: The Dark Ages will appear on torrent sites. Factors influencing hacking speed include the game's popularity, the complexity of Denuvo, technical features of the game, hacker activity, and potential updates. Three scenarios for when the game might be hacked are: optimistic (7–14 days post-release), realistic (1-3 months), and pessimistic (6–12 months). The realistic scenario is deemed most likely due to the game's popularity.

Tech Optimizer

May 16, 2025

WebDevPro #90: GSAP Goes Free, PostgreSQL 18 Beta Launches, Node 24 Overhauls Windows Support

The integration of system design principles in software development is increasingly critical, influenced by the rise of artificial intelligence (AI) in development workflows. The demand for programmers who can quickly write code is diminishing, with organizations seeking individuals who possess a strong understanding of programming fundamentals and can oversee AI-generated outputs. Developers are now expected to leverage AI to enhance their work and maintain quality by recognizing when AI is not performing optimally. A holistic view of software architecture is encouraged, emphasizing collaboration and the importance of each code contribution to the overall project. The industry is shifting away from evaluating candidates based solely on syntax proficiency and coding speed, recognizing the value of strategic thinking and architectural awareness in developers.

Tech Optimizer

May 16, 2025

Databricks to acquire Neon for AI-driven serverless Postgres

Databricks plans to acquire Neon, a company specializing in serverless Postgres technology, to enhance its AI-driven database offerings and developer workflows. The acquisition reflects Databricks' commitment to the evolving database market, which is increasingly influenced by artificial intelligence. Neon’s technology is designed for AI agents, with over 80% of databases on its platform provisioned automatically by AI. Key features of Neon's platform include rapid provisioning of Postgres instances, cost efficiency through separated compute and storage, and full compatibility with the open-source Postgres ecosystem. The integration aims to address limitations of traditional databases, streamline infrastructure, and support the development of AI agent systems. Upon completion of the acquisition, Neon's team will join Databricks, and both companies aim to simplify data architecture and enhance AI agent capabilities. The acquisition is subject to regulatory approvals. Neon was founded in 2021 and focuses on serverless Postgres solutions, while Databricks serves over 10,000 organizations globally with its Data Intelligence Platform.

Tech Optimizer

May 16, 2025

The $1 Billion database bet: What Databricks’ Neon acquisition means for your AI strategy

Databricks acquired the privately held serverless PostgreSQL startup Neon for approximately billion. Neon, founded in 2022, had previously raised million in a Series B funding round. Over 80% of the databases generated on Neon's platform were initiated by AI agents. PostgreSQL, an established relational database platform, is ranked as the fourth most popular database as of 2025. Serverless PostgreSQL offers operational simplicity, allowing on-demand resource allocation, which is particularly beneficial for AI-centric projects. Major cloud providers, including Google, Microsoft, and AWS, offer serverless PostgreSQL services. Databricks aims to build a developer and AI-agent-friendly database platform with this acquisition. Serverless architectures excel in handling short bursts and smaller workloads, providing rapid scalability, but may present challenges in data management. Neon’s model enhances appeal for developers by distinguishing between storage and compute, facilitating automated scaling. The acquisition indicates a shift in infrastructure requirements for successful AI implementation, highlighting the need for flexible, instantly scalable serverless solutions.

Winsage

May 15, 2025

Microsoft Surface PCs with Arm-based AMD chip could arrive in 2026

Microsoft is set to introduce a new line of Surface PCs in 2026 featuring AMD's Arm-based chip, codenamed Sound Wave. The Sound Wave chip is expected to be an APU with six CPU cores (two for performance and four for efficiency) and an integrated GPU with four compute units based on the RDNA 3.5 architecture, designed for a thermal envelope of 5-10W. This suggests a strategy for low-powered Surface PCs, potentially refreshing the Surface Go or Surface Hub models. This will be the first time since the Surface Laptop 4 that Microsoft incorporates an AMD processor into its Surface lineup. Recently, Microsoft launched new models, including a 12-inch Surface Pro and a 13-inch Surface Laptop, powered by the Snapdragon X Plus, which may outperform the upcoming AMD Sound Wave chip.

Tech Optimizer

May 15, 2025

Databricks to acquire serverless database startup Neon for USD 1 Billion

Databricks intends to acquire Neon, a serverless Postgres startup, for approximately USD 1 billion. Neon specializes in a modern database service based on PostgreSQL, offering features such as near-instantaneous database provisioning, elastic scaling, and powerful branching capabilities. This acquisition aims to enhance Databricks' offerings for AI tools, particularly AI Agents. Databricks has a history of expanding through acquisitions, including the purchase of MosaicML for USD 1.3 billion in 2023 and Tabular for over USD 1 billion in 2024. The company has a valuation of USD 62 billion and projected annualized revenue of USD 2.4 billion by mid-year. The acquisition awaits regulatory approvals.

Winsage

May 15, 2025

Microsoft App Assure helps Nord Security build for Windows on Arm

Developers are focusing on optimizing applications for the newly launched Copilot+ PCs, which feature advanced system architecture, all-day battery life, and the ability to run AI models directly on the device. The initial Copilot+ PCs are powered by Snapdragon X Elite and X Plus silicon, with AMD and Intel also introducing compatible processors. Microsoft’s App Assure Program provides guidance and technical support to help developers optimize applications for these devices, particularly for Arm-based Snapdragon X Series devices. NordVPN is a notable example of a company that successfully utilized the App Assure program to develop an Arm-optimized version of their application. The program includes the Arm Advisory Service, which allows developers to consult with Microsoft engineers for a smoother development process. Other companies, such as Proton VPN and F-Secure, have also benefited from the App Assure team in optimizing their applications for the Windows on Arm platform.