processing Archives

AppWizard

October 13, 2026

Huion Kamvas Pad 12 review: a budget Android drawing tablet that gets the small things right

Creative Bloq's review highlights the Huion Kamvas Pad 12 as a compact, entry-level Android art tablet priced at 9 / £449. It features the new PenTech 4.0 stylus with 16,384 pressure levels, a sturdy design resembling an iPad, and an etched glass surface for a paper-like feel. The tablet runs on Android 16, supports various drawing apps, and has a battery life of up to eight hours. While it offers good color accuracy covering 99% of sRGB, it may not match the precision of higher-end models like the iPad Pro or Wacom tablets. Palm rejection could be improved, and users may need a drawing glove to prevent unintended screen interactions.

AppWizard

October 12, 2026

OpenAI’s own advice during its October 9 Android outage: use ChatGPT on the web

On the evening of October 9, users attempting to access ChatGPT on Android devices encountered the message "This content is unavailable in this version of the app" due to an issue from OpenAI. The problem began at 21:00:39Z and lasted for three hours and 26 minutes, concluding at 00:26:44Z on October 10. OpenAI advised users to switch to the web version while they worked on a fix for older app versions. A second major incident occurred 48 minutes later, locking workspace administrators out of plugin settings from 21:48:34Z to 23:26:59Z on October 9, totaling one hour and 38 minutes. Both incidents overlapped entirely, with the Android issue persisting for an additional hour after the admin issue was resolved. As of 21:42 UTC on October 10, a third minor incident regarding "Delayed Costs data in the Compliance API" remained unresolved, having started at 17:23:18Z on October 9. OpenAI reported that some customers might experience incomplete Costs data while the backlog was addressed, with the catch-up process expected to continue through October 11. ChatGPT usage and API Platform requests were unaffected, and the overall status was designated as "Partial System Degradation." Additionally, a more significant outage occurred on September 29, lasting five hours and 22 minutes and affecting 30 components, which was more extensive than the incidents on October 9. Neither of the major incidents on October 9 impacted the API.

Tech Optimizer

October 11, 2026

Amazon Aurora PostgreSQL now supports direct querying of Apache Iceberg and Parquet data in your data lake

Amazon has introduced a new capability for Amazon Aurora PostgreSQL that allows users to query operational data alongside data stored in data lakes formatted in Apache Iceberg and Apache Parquet. This feature enables direct access to Iceberg REST Catalog-compatible catalogs, eliminating the need for data duplication or relocation. The integration of DuckDB within Aurora PostgreSQL allows users to query live operational data, including uncommitted writes, alongside data from data lakes using standard PostgreSQL syntax. This capability is available on Aurora PostgreSQL versions 17 (starting with 17.11) and 18 (starting with 18.6). Users must create an Aurora PostgreSQL cluster, attach an IAM role with the AuroraAnalytics feature, and enable the aurora_analytics extension to utilize this feature. They can create foreign tables referencing Iceberg or Parquet data in the data lake, and query them using familiar PostgreSQL commands. Aurora optimizes query performance through techniques like predicate pushdown and column pruning, and users can monitor query behavior with metrics provided by aurora_analytics_stat_statements(). Direct querying of Apache Iceberg and Parquet data is available across all commercial AWS Regions and AWS GovCloud (US) Regions without additional charges, aside from incremental Aurora compute and Amazon S3 request costs.

Tech Optimizer

October 10, 2026

AWS embeds DuckDB in its PostgreSQL DBMS to speed queries of live and historical data

Amazon Web Services Inc. has enhanced its Aurora PostgreSQL database management system to allow users to query the Apache Iceberg data lake directly. This feature integrates the DuckDB analytical engine, enabling seamless access to live transactions and historical records without data duplication or complex ETL processes. Customers can use existing PostgreSQL applications to query data in Amazon S3, including S3 Tables. The integration aims to reduce the engineering workload associated with data pipelines and supports real-time applications. DuckDB processes analytical scans within Aurora, eliminating extra network hops and allowing single queries to access both live and archived data. The feature supports external catalogs compliant with the Iceberg REST Catalog specification and can create foreign tables referencing data across multiple catalogs. Aurora optimizes query performance by filtering records and caching frequently accessed data. Customers can combine recent transactions in Aurora with historical data from S3 without manual schema definitions. For low-latency workloads, selected data can be copied into native Aurora tables using standard SQL. This capability requires the aurora_analytics extension and an AWS IAM role for S3 and Glue access, and is compatible with Aurora PostgreSQL versions 17.11 and 18.6. The feature is available across all AWS regions at no additional charge, with costs incurred only for Aurora computing resources and S3 requests.

Tech Optimizer

October 10, 2026

Designing a Concurrent Donation Ledger With FastAPI and PostgreSQL

Every year, billions of dollars flow through online crowdfunding platforms, leading to donor concerns about the allocation of funds. Traditional crowdfunding applications lack transparency, often leaving funds in unverified balances without real-time auditability or guarantees against double-allocations. GoodCause, a social impact platform, aims to address this issue by creating a system that ensures financial integrity and atomic fund distribution. Its architecture is based on mobile-first delivery, atomic auditability, and strict data isolation, utilizing technologies such as React Native, FastAPI, and PostgreSQL. The platform incorporates a mobile client for cross-platform navigation, a backend API for domain-driven routing, a database with Row-Level Security, and a payment gateway for secure transactions. A significant engineering challenge is preventing race conditions and double-spending in concurrent donation scenarios.

Tech Optimizer

October 10, 2026

Russian software taught to work more easily with large data arrays

Russian Postgres Professional has released an update to Postgres Pro AXE, version 2.0, which allows users to handle analytical data using standard SQL queries instead of specialized stored procedures. This update improves accessibility to analytical data, which is stored in Parquet format and managed through a dedicated metadata catalog. The system is designed for analytical workloads, supporting Online Analytical Processing (OLAP) and hybrid workloads. The first public version of Postgres Pro AXE was launched in January 2026, featuring vectorized analytical queries and compatibility with columnar storage. In the Russian market, alternatives to Postgres Pro AXE include Arenadata DB, optimized for corporate data warehouses, and Arenadata QuickMarts, a clustered columnar DBMS based on ClickHouse for rapid analytics.

Tech Optimizer

October 10, 2026

How Telangana’s MeeSeva migration to open source could make governments rethink software costs

In April 2026, Telangana's MeeSeva platform migrated from the Oracle database to the open-source PostgreSQL database after 15 years of reliance on Oracle. This transition aimed to reduce annual costs of approximately ₹10 crore associated with Oracle licensing and maintenance. The initiative began in 2023, and the migration was executed with less than four hours of downtime, processing around 80,000 transactions daily. The migration involved over 85 microservices, three Oracle servers, and 1,939 tables, with the process automated by the Ora2Pg tool, which handled 60-70% of the transition. The migration cost was below ₹10 lakh, and after the switch, MeeSeva processed nearly 200 million transactions without data loss. The new architecture includes automatic failover capabilities to minimize disruption.

AppWizard

October 9, 2026

14 Open-Source Android Apps for Privacy & Control

Users are increasingly seeking control over their digital privacy, leading to the rise of open-source Android applications that provide ad-free experiences and offline functionalities. A selection of 14 vetted applications includes: - Essentials: Unlocks system-level customization without rooting, allowing tweaks like custom notifications and app management. - PhotoU: Uses swipe-based sorting to organize photo galleries offline, enhancing user control over images. - PDF ToolKit: Manages PDF documents locally, enabling merging, splitting, and password protection without cloud uploads. - DNSNet: Acts as a local VPN to block malicious sites and ads before they load, enhancing browsing privacy. - Traffic Light: Monitors network usage in real-time, helping users identify data-draining apps. - CareSleep: Provides offline soundscapes for focus, free from ads and subscriptions. - Weather Master: Customizes weather displays with themes and layouts while respecting user privacy. - Block Ads: Filters ads system-wide without disrupting essential apps through smart split routing. - Nora: A privacy-focused browser that optimizes social media use while blocking trackers. - AB Download Manager: Enhances large file downloads through multi-threading and scheduling. - PixelPlayer: A local music player that adapts to wallpaper and operates ad-free. - MPV EX Video Player: Delivers high-quality video playback without ads, utilizing gesture controls. - CaptureCap: A lightweight screen recorder that captures internal audio without rooting. - Deep De-Noiser: Uses offline AI to remove background noise from recordings, ensuring clear audio quality.

AppWizard

October 9, 2026

Amazon is gradually phasing out the Fire Tablet after 15 years: Why the return to Android?

Amazon has announced that it will cease the development of new Fire Tablets and will focus on the Alexa Tablet line, which runs on Android and supports the full Google Play store. The Fire Tablet line, which began with the original Kindle Fire in 2011, will no longer produce new generations, although existing devices will continue to receive security updates. The new Alexa Tablet series includes three models: the Alexa Tablet 8, Alexa Tablet 11, and Alexa Tablet 12 Pro, with prices starting at .99. The Alexa Tablets offer access to popular applications and features that cater to reading enthusiasts, as well as integration with Amazon's Alexa AI assistant. Additionally, Amazon is launching the Alexa Kids Tablet, which includes Google Play and parental controls. The transition reflects Amazon's strategy to enhance its tablet offerings and improve the overall user experience.

Winsage

October 8, 2026

Microsoft confirms a Windows update can close games that use AC-3 audio

Microsoft has acknowledged an issue related to a Windows update (KB5124010) released on September 22, 2026, which has caused unexpected closures of various games that rely on AC-3 audio decoding. This issue affects Windows 11 versions 24H2, 25H2, and 26H2, while server editions remain unaffected. The problem primarily impacts legacy applications that depend on Windows' built-in audio decoding, particularly older PC games using the Dolby Digital codec for pre-rendered cutscenes and licensed soundtracks. Microsoft has confirmed the issue but has not provided a list of affected titles, workarounds, or a resolution timeline. The status remains unchanged as of October 7, and the issue persists regardless of user action.