data processing Archives

AppWizard

May 10, 2026

My new favorite AI-powered app switches between 70+ AI chatbots with a tap

Generative AI is increasingly prevalent in digital applications and services. A bi-weekly series will highlight innovative AI applications. AI Hub is an open-source platform that consolidates 78 AI services and chatbots into a single interface, allowing users to filter and run multiple bots simultaneously while focusing on privacy by blocking trackers and ads. Other notable AI applications include Off Grid, which allows local data processing and offline functionality; Yaps, an Android keyboard app that enhances dictation accuracy; and DealHunt, which provides insights on tech deals and pricing history.

Tech Optimizer

May 5, 2026

A Long Story About How I Dug Into the PostgreSQL Source Code to Write my Own WAL Receiver

Researchers have unveiled a new AI model that enhances machine learning capabilities by streamlining data processing and improving predictive accuracy. The model incorporates advanced techniques for efficient training, leveraging deep learning algorithms and optimized data structures to analyze large datasets quickly and precisely. It offers enhanced data processing, scalability for growing business needs, and cost efficiency by reducing computational load. The model can learn from diverse data sources, making it adaptable for various applications and contributing to smarter decision-making and operational efficiencies.

Winsage

March 30, 2026

Microsoft’s March Security Update of High-Risk Vulnerability Notice for Multiple Products

On March 11, NSFOCUS CERT reported the release of Microsoft’s March Security Update, addressing 83 security vulnerabilities in products like Windows, Microsoft Office, Microsoft SQL Server, and Azure. The update includes eight critical vulnerabilities and 75 important ones, with risks such as privilege escalation and remote code execution. Key vulnerabilities include: - CVE-2026-26110: Microsoft Office Remote Code Execution Vulnerability (CVSS score: 8.4) - CVE-2026-26113: Microsoft Office Remote Code Execution Vulnerability (CVSS score: 8.4) - CVE-2026-26144: Microsoft Excel Information Disclosure Vulnerability (CVSS score: 7.5) - CVE-2026-23669: Windows Print Spooler Remote Code Execution Vulnerability (CVSS score: 8.8) - CVE-2026-24294: Windows SMB Server Privilege Escalation Vulnerability (CVSS score: 7.8) - CVE-2026-23668: Windows Graphics Component Privilege Escalation Vulnerability (CVSS score: 7.0) Affected product versions include various editions of Microsoft Office, Windows Server 2012 R2, Windows Server 2016, Windows 10, and Windows 11. Microsoft has released security patches for these vulnerabilities, and users are encouraged to install them promptly.

Winsage

March 17, 2026

Microsoft Quietly Retreats from Copilot Push in Windows 11

Microsoft is scaling back the integration of Copilot AI into Windows 11 due to user feedback and privacy concerns. Plans for features like Copilot notifications have been canceled, and AI tools will now be optional, primarily available on Copilot+ PCs, with more data processing occurring locally. The company aims to reduce AI complexity and focus on performance and user control. Microsoft has also removed Copilot branding from some applications and is shifting towards standalone AI tools rather than system-wide integration. The lukewarm market response to Copilot+ PCs has further influenced this strategic change.

Tech Optimizer

March 17, 2026

How PostgreSQL on Azure helps modernize legacy databases

Microsoft is enhancing PostgreSQL to establish it as a high-performance, scalable, and enterprise-ready open database platform, addressing the limitations of legacy systems like Oracle. Many Oracle customers face rising licensing costs, performance bottlenecks, and scalability issues, prompting them to consider migration. Apollo Hospitals successfully migrated from Oracle to Azure Database for PostgreSQL, achieving a 60% reduction in operational costs and a threefold improvement in system performance. Microsoft has introduced an AI-assisted migration tool to simplify the transition from Oracle to PostgreSQL, automating the conversion of schemas and application code. Azure Database for PostgreSQL offers high performance, scalability, and security, with features like v6-series compute SKUs and SSD v2 storage. Azure HorizonDB, a new cloud-native PostgreSQL service, supports extreme performance demands and is designed for real-time analytics. Microsoft is committed to enhancing PostgreSQL as an open-source database for enterprise workloads, enabling organizations to innovate and become more agile.

Tech Optimizer

January 27, 2026

PostgreSQL for WMS: a DBMS selection strategy in the era of import substitution

Choosing a Database Management System (DBMS) for Warehouse Management Systems (WMS) is a strategic decision that impacts security, budget, and adaptability. PostgreSQL is identified as a safe, cost-effective, and future-proof solution for Russian warehouse systems, especially following the withdrawal of foreign vendors like Oracle and Microsoft SQL Server. Starting September 1, 2025, foreign software usage in government bodies and companies with over 50% state ownership will face legal restrictions, posing regulatory risks for those using Oracle. Financial risks include high licensing fees and the potential for legal prohibitions on current technologies. Business continuity risks arise from the possibility of vendors ceasing support and updates. PostgreSQL, both in its vanilla form and commercial derivatives like Postgres Pro, is presented as a robust alternative capable of handling high loads and providing necessary features for modern WMS. It supports real-time analytics and advanced capabilities such as intelligent search and automatic classification using neural networks. Key considerations when choosing a DBMS include estimating data volumes, checking legal requirements, and calculating total cost of ownership (TCO).

Tech Optimizer

January 27, 2026

ClickHouse Announces Native Postgres Service, Offering a Unified Data Stack for Real-Time and AI-Driven Applications

ClickHouse, Inc. has launched a high-performance, enterprise-grade Postgres service that integrates with ClickHouse, designed for developers creating modern, real-time, AI-driven applications. This service, developed in collaboration with Ubicloud, Inc., merges transactional and analytical workloads on a scalable platform using NVMe storage, allowing for synchronization of transactional data from Postgres to ClickHouse, resulting in analytics that can be up to 100 times faster. Companies like GitLab, Instacart, Cloudflare, and Ramp utilize Postgres for transactions alongside ClickHouse for analytics. ClickHouse is offering a private preview of this new service for developers.

AppWizard

January 8, 2026

Gmail is getting a new AI inbox as Google brings Gemini front and center

Google has transformed Gmail by integrating its Gemini technology to improve user experience, making email writing, searching, and message presentation simpler. Features like personalized Suggested Replies and Help Me Write are now available to all Gmail users for free. A key addition is the AI Overviews, which generate summaries of relevant emails based on user inquiries, allowing for quick retrieval of information. This feature is currently available only to Google AI Pro and Ultra subscribers. Additionally, an "AI Inbox" will prioritize emails based on significance rather than chronological order, highlighting important tasks and key contacts. This feature is in testing for select users, with a broader rollout expected soon.

AppWizard

January 1, 2026

Vietnam’s dominant messaging app faces regulatory scrutiny over data policy update

Vietnam’s National Competition Commission (NCC) has ordered VNG Corporation to revise its updated service terms for the Zalo messaging app due to user privacy concerns. The NCC emphasized that users should not be forced to consent to personal data collection as a condition for using the app and that consent mechanisms need to be voluntary and clear. The updated terms require users to accept all data management provisions or face account deletion within 45 days, which has led to significant user complaints and a decline in app ratings. Zalo's average rating on Apple’s App Store has fallen to around two out of five stars, and it has slipped to 59th place in download rankings, while international apps like WhatsApp and Viber have become more popular. Zalo has around 78 million active users and operates over 17,000 official accounts used by government and businesses. The NCC intends to meet with VNG to discuss the updated policy, as part of a wider regulatory trend against coercive data practices in digital firms globally.

AppWizard

December 23, 2025

More Android phones could feel the Magic Cue as this leak spots early signs

Google is planning to extend its Pixel 10-exclusive Magic Cue feature, potentially rebranded as "Contextual Suggestions," to a wider range of Android devices. This feature provides tailored recommendations based on users' activities and locations, utilizing data from apps like Gmail, Google Photos, and Calendar. It can suggest actions, such as retrieving a screenshot from Google Photos during a conversation or checking flight details from Gmail. Participation in this feature is optional, and users can control their data and delete any information they choose. Google ensures that data processing prioritizes security and privacy, using its Gemini technology.