database Archives

Tech Optimizer

March 3, 2026

Snowflake Postgres: Unify Postgres and Analytics on One Platform

Snowflake Postgres is now generally available on AWS and Azure in all major regions, enabling users to initiate a database in minutes. It integrates transactional and analytical data, accelerating innovation by eliminating complex data pipelines, thus saving time and minimizing risks. Comprehensive resources, including technical documentation, a getting started guide, and a demo overview video, are available for users.

Tech Optimizer

March 1, 2026

Surfshark is one of the few VPNs to offer a real antivirus solution

Users are increasingly focused on the effectiveness of their security software alongside the number of streaming services they use. Leading VPN providers are responding by offering comprehensive packages that combine VPN capabilities with antivirus features. Surfshark has introduced Surfshark One, which integrates its VPN service with proprietary antivirus software. This solution is designed to provide a comprehensive cybersecurity experience within a single application. To access the antivirus feature, users must subscribe to the Surfshark One plan, which offers quick and full scans, customizable scanning options, and scheduled scans. Detected threats are quarantined and deleted after 60 days. The antivirus includes Cloud Protect for continuous defense against malware, updating its database every three hours, and provides 24/7 malware protection. Surfshark One also includes additional tools such as Alternative ID for safeguarding user information, Surfshark Alert for notifications about compromised sensitive information, and Surfshark Search for ad-free browsing. Surfshark's VPN offers access to over 4,500 servers and supports unlimited devices. Surfshark One differs from other VPN packages by providing essential tools for post-compromise care and customizable security settings. Competitors like ExpressVPN and NordVPN offer tiered pricing structures with advanced security features in higher-tier plans. To acquire Surfshark One, users can visit the Surfshark website and choose from various subscription plans. The cost difference between the Surfshark Starter plan and Surfshark One is minimal, with Surfshark One starting at .49 per month. Surfshark One+ includes additional features like personal data removal and identity theft coverage. Only a few providers currently offer both VPN and antivirus capabilities, including Surfshark, Private Internet Access, and CyberGhost.

Tech Optimizer

February 28, 2026

Migrate PostgreSQL from DigitalOcean to AWS

The video tutorial explores two methods for migrating PostgreSQL databases from DigitalOcean to AWS. The first method uses native PostgreSQL CLI tools (pg_dump and pg_restore) for smaller databases. The second method employs AWS Database Migration Service (DMS) for larger databases, allowing for a seamless transition with minimal downtime. Key steps in the DMS process include creating replication instances, setting up endpoints, and configuring migration tasks. The video is divided into chapters covering both migration methods.

Tech Optimizer

February 27, 2026

Replicate spatial data using AWS DMS and Amazon RDS for PostgreSQL

The process of migrating spatial data from self-managed PostgreSQL, Amazon RDS for PostgreSQL, or Amazon Aurora PostgreSQL-Compatible Edition to Amazon RDS for PostgreSQL or Amazon Aurora PostgreSQL-Compatible Edition using AWS Database Migration Service (AWS DMS) is outlined. Spatial data includes points, lines, polygons, and collections of these features, which are essential for applications like mapping and asset tracking. AWS DMS treats spatial columns as large objects (LOBs) and requires proper configuration for LOB handling and PostGIS support to avoid migration failures. PostGIS is an extension for PostgreSQL that manages geospatial data types and functions, enabling operations such as radius searches and distance calculations. Amazon RDS for PostgreSQL fully integrates with PostGIS, making it suitable for geospatial applications. The migration solution involves ensuring compatibility of PostGIS versions between source and target databases, configuring AWS DMS, and validating the migration. Prerequisites include having an AWS account, RDS instances for source and target, a DMS replication instance, and the PostGIS extension installed on both databases. Tables must have primary or unique key constraints, and geometry columns must be nullable for LOB handling. Best practices for configuring PostGIS include validating version compatibility, monitoring resource usage, and establishing backup strategies. Implementation steps involve creating a spatial table in the source database, preparing the target database, configuring the AWS DMS task with specific settings, and monitoring the migration process through CloudWatch logs. Common errors during replication may relate to LOB handling or PostGIS data types. Post-migration validation includes comparing row counts, verifying geometry data types, and ensuring the functionality of PostGIS spatial functions. Finally, it is recommended to clean up all resources post-migration to avoid ongoing charges.

TrendTechie

February 24, 2026

От ffmpeg до торрентов для терминала: 7 новых TUI-инструментов, которые советуем

Many developers are turning to TUI (Text User Interface) tools for tasks traditionally done in GUI applications. MONICA is an interactive layer over ffmpeg that simplifies command usage, available on GitHub. The lic tool allows users to create a LICENSE file with a single terminal command by selecting a license from a TUI menu. It can be installed via Homebrew or pip and debuted in late December 2024, receiving 21 stars. PNANA is a TUI editor that combines the simplicity of nano with features from modern editors like Sublime, built with C++17 and FTXUI. Users need to compile it from source as no binary releases are available. CodeWeaver compiles a codebase into a single Markdown document, allowing for easy sharing and documentation. It can be installed via Go. Clox (version 1.3) introduces console clocks and calendars in the terminal, supporting various time zones and formats, and can be installed as a Python module. Torrra v2 is a TUI torrent client that allows users to search and download torrents directly from the console, enhancing UI speed and navigation. It can be installed via pipx or other package managers. A command for visualizing git history in the terminal is provided: `git log --graph --decorate --all --pretty=format:'%C(auto)%h%d %C(#888888)(%an; %ar)%Creset %s'`. An alias can be created for convenience. All tools aim to enhance productivity in the terminal and are actively evolving.

Tech Optimizer

February 23, 2026

Databricks Introduces Lakebase, a PostgreSQL Database for AI Workloads

Databricks has launched Lakebase, a serverless database solution based on PostgreSQL that allows independent scaling of compute and storage resources. It integrates with the Databricks platform, combining transactional and analytical functionalities. Lakebase aims to simplify real-time application and AI workload development by consolidating database management, analytics, and governance. Key features include instant data branching, point-in-time recovery, and unified access controls. It is designed to address the limitations of traditional operational databases, which struggle with modern AI demands. Lakebase offers a managed PostgreSQL service, supporting up to 8TB per instance and featuring pgvector for AI-driven search. It has been in development since June 2025, utilizing technology from the PostgreSQL company Neon and enhanced by the acquisition of Mooncake. Lakebase is available in Autoscaling and Provisioned versions, with the Autoscaling version billed based on usage. It is currently available on AWS, in public preview on Azure, and expected on Google Cloud later this year. SOC2 and HIPAA certifications are projected for early 2026.

Tech Optimizer

February 20, 2026

Linux 7.0 Shows Significant PostgreSQL Performance Gains On AMD EPYC Review

Initial benchmarking of the Linux 7.0 kernel on the Core Ultra X7 "Panther Lake" platform revealed performance regressions. In contrast, testing on an AMD EPYC Turin server showed no regressions and highlighted significant performance enhancements for PostgreSQL database operations. The benchmarks compared Linux 6.19 and Linux 7.0 Git, using an AMD EPYC 9755 single-socket setup on a Gigabyte MZ33-AR1 server. The upgrade to Linux 7.0 resulted in modest improvements for CockroachDB and notable enhancements in PostgreSQL 18.1 for read and write operations. Performance for in-memory databases like Memcached and Pogocache remained unchanged, while slight improvements were observed for the Nginx HTTPS web server and the Open Image Denoise library. The Panther Lake tests had shown increased context switching times, which were not replicated in the AMD EPYC Turin tests. Both platforms indicated enhancements in kernel message passing performance and improvements in socket activity and pthread performance. Ongoing benchmarking will continue as the Linux 7.0 merge window approaches its conclusion.

AppWizard

February 19, 2026

Android AI app exposes nearly 2m user files – including private videos

A privacy breach involving the "Video AI Art Generator & Maker" app has exposed millions of private user files due to a misconfigured Google Cloud Storage bucket lacking authentication. Since June 2023, approximately 8.27 million media files, including nearly 2 million original user-uploaded files, have become publicly accessible. This includes over 1.57 million private images, more than 385,000 personal videos, and millions of AI-generated assets. The app's developer, Codeway Dijital Hizmetler Anonim Sirketi, has fixed the configuration issue, but users remain at risk for phishing attacks, identity theft, and misuse of their private content. Legal experts suggest the app's privacy documentation may not comply with international standards like GDPR. Additionally, Codeway has a history of similar issues, as another app they developed also faced a security breach exposing 300 million messages from over 25 million users.

Tech Optimizer

February 19, 2026

How OpenAI Scaled to 800 Million Users on PostgreSQL

OpenAI has scaled PostgreSQL to support over 800 million active users of ChatGPT, making it one of the largest PostgreSQL deployments globally. The database can handle millions of concurrent connections and a very high volume of requests per second. OpenAI employs several strategies to optimize performance: 1. **Connection Pooling with PgBouncer**: Reduced database connections from 10,000 to 200, enhancing efficiency by a factor of 50. 2. **Read Replicas**: Distributes read requests across multiple replicas while the primary database handles writes. 3. **Horizontal Sharding**: Partitions data across multiple instances based on a shard key, such as user_id or tenant_id. 4. **Query Optimization**: Analyzes slow queries and creates appropriate indexes to maintain performance. 5. **Connection Management**: Implements timeouts and connection limits to prevent overload. 6. **Caching**: Uses application-level caching with Redis to reduce database load. 7. **Monitoring and Observability**: Tracks key metrics like connection counts and query latency to identify issues early. These strategies enable OpenAI to maintain performance and reliability for a large user base.

AppWizard

February 17, 2026

Whoa, Google’s Pixel-exclusive ‘Now Playing’ is rumored to get an app with ‘more features’

Google is reportedly developing a dedicated Now Playing app for its Pixel-exclusive music identification feature, which will be available on the Play Store. The app is expected to retain familiar features while introducing enhancements, including a persistent "searching for song" notification. The Now Playing feature allows Pixel devices to identify songs in real-time and may soon include a quick settings menu option for easy activation. The feature's database is compact, under 500MB, and designed to be energy-efficient.