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Overcoming barriers to database modernisation in the AI age
Tech Optimizer
April 11, 2026

Overcoming barriers to database modernisation in the AI age

Enterprises in Malaysia are transitioning from legacy systems to modern infrastructure to facilitate AI deployment. A roundtable discussion highlighted the challenges of AI integration, emphasizing the need to reduce costs associated with outdated systems. Organizations are adopting hybrid cloud approaches and utilizing various databases to manage extensive data across multiple applications. The push for AI is driven by management and customer expectations, but employee willingness to upskill remains a challenge. Not all challenges require AI solutions, and starting with smaller use cases can lead to successful scaling. The adoption of open-source database systems like Postgres is increasing, necessitating reliable support to address issues and ensure application availability. Data sovereignty is a concern for enterprises operating in mixed environments, and EDB Postgres AI offers a platform that combines security with cloud agility. Reducing infrastructure costs is essential for freeing up resources for new initiatives.
Clever WoW players exploited bugs and some poor little rats to try and kill a Midnight raid boss early, but Blizzard was one step ahead
AppWizard
March 31, 2026

Clever WoW players exploited bugs and some poor little rats to try and kill a Midnight raid boss early, but Blizzard was one step ahead

Players in the MMO community attempted to defeat the upcoming raid boss L'ura a week before its official release, but Blizzard implemented safeguards to prevent this. Rextroy devised a strategy using a sacrificial rat and a monk attack that could deal around 100 million damage. On the day of the attempt, Rextroy's team gathered rats and used a toy to reduce their damage output, successfully reducing L'ura's health by half with the first rat. However, when they sacrificed the second rat, L'ura remained unscathed due to Blizzard programming her to be unkillable before the official release. Despite the setback, Rextroy and his team later achieved success against a mythic+ boss and engaged in PvP encounters. They became the first players to attempt to defeat L'ura as a coalition of monks and rats.
Play Faster, a Precision Platformer Purpose-Built for Speedrunning, Announced for PC
AppWizard
March 25, 2026

Play Faster, a Precision Platformer Purpose-Built for Speedrunning, Announced for PC

Play Faster is a minimalist precision platformer designed for speedrunning, currently in development for PC by GoBlimp and published by Byzantium. It features tools for speedrunners, including an input display, replay system, instant retries, practice mode, and anti-cheat measures. The game focuses on short runs lasting 5 to 8 minutes, emphasizing deterministic movement and player skill. A trailer and screenshots are available, and players can add it to their Steam wishlist.
Linux or Windows? How Having Many Operating System Choices Makes Switching Easier on Dedicated Hosting
Winsage
March 24, 2026

Linux or Windows? How Having Many Operating System Choices Makes Switching Easier on Dedicated Hosting

The choice between Linux and Windows operating systems can significantly impact business operations, influenced by factors such as cost, performance, management, security, and best use cases. Linux is free to use and has lower long-term costs due to its open-source nature, while Windows incurs licensing fees. Linux efficiently utilizes system resources, whereas Windows may consume more resources but can enhance functionality for businesses reliant on Microsoft tools. Linux offers extensive control through command-line interfaces, while Windows provides a user-friendly graphical interface. Security in Linux is supported by a robust permissions system and rapid updates, while Windows offers built-in security measures and centralized updates. Linux is preferred for web hosting and development, particularly with PHP and MySQL, while Windows is favored in enterprise settings using .NET and MSSQL. A multi-cloud strategy is increasingly adopted, with 89% of enterprises planning to implement it by 2025. In 2025, Linux holds 44.25% of the server OS market share, while Windows has a compound annual growth rate of 9.62%. When choosing an operating system, organizations should consider current requirements, future needs, and the ease of switching without significant downtime or complications.
How PostgreSQL on Azure helps modernize legacy databases
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.
5 Things Linux Can Do That Windows 11 Can't
Winsage
March 16, 2026

5 Things Linux Can Do That Windows 11 Can’t

Many users are switching from Microsoft's Windows operating system to Linux due to dissatisfaction with Windows 11's rollout and unpopular changes. Over half a million users have made the transition to Linux, which is known for its flexibility and reliability. Linux updates are optional, allowing users to choose when and what to update, with user-friendly options available for both graphical and command line interfaces. Unlike Windows, Linux does not come with bloatware, offering a streamlined experience where users can install only the applications they need. Linux provides extensive customization options, with various distributions available that can mimic the Windows interface or offer unique designs. It is also a robust choice for server management, allowing for continuous operation without frequent reboots and giving users control over update timing. Linux is compatible with a wide range of hardware, from new devices to older machines, and many distributions are designed to be lightweight. Additionally, Linux powers various devices, including the Steam Deck and Android smartphones, demonstrating its adaptability and efficiency in modern computing.
I wish more people knew about this free, open-source note-taking app
AppWizard
March 11, 2026

I wish more people knew about this free, open-source note-taking app

Megan Ellis from Android Authority explored productivity apps, highlighting the challenge of balancing features and user privacy. Notesnook emerged as a notable option, offering a free plan with multi-device syncing and user privacy. It includes features like a rich-text editor, reminders, and organizational tags without relying on third-party cloud services. Users can self-host if desired, and the app is open-source and compatible with major platforms. The free plan has limitations, such as compressed images, a cap on colors, tags, notebooks, and reminders, while paid plans offer additional features and higher limits. Notably, Notesnook has shown increased permissiveness in its offerings over time, contrasting with trends in the app market.
Netflix Automates RDS PostgreSQL to Aurora PostgreSQL Migration Across 400 Production Clusters
Tech Optimizer
March 11, 2026

Netflix Automates RDS PostgreSQL to Aurora PostgreSQL Migration Across 400 Production Clusters

Netflix has developed an internal automation platform to migrate Amazon RDS for PostgreSQL databases to Amazon Aurora PostgreSQL, reducing operational risks and downtime for nearly 400 production clusters. The platform allows service teams to perform migrations through a self-service workflow while ensuring processes like replication validation and rollback safeguards are maintained. Database access is managed through a platform-managed layer using Envoy, which standardizes mutual TLS and abstracts database endpoints, enhancing security and efficiency. The migration process starts with creating an Aurora PostgreSQL cluster as a read replica of the source RDS instance, initialized from a storage snapshot and continuously replaying write-ahead log (WAL) records. Validation checks are performed to ensure the replica can handle peak write throughput before cutover. For change data capture workloads, the system coordinates the state of replication slots and pauses CDC consumers to prevent excessive WAL retention. The Enablement Applications team at Netflix successfully migrated databases for device certification and partner billing workflows, addressing issues like elevated replication lag due to inactive logical replication slots. As replication lag decreases, the system enters a controlled quiescence phase, adjusts security rules, and reboots the source RDS instance. Once all transactions are processed and the Aurora replica is ready, it is promoted to a writable cluster, and traffic is rerouted. Rollback capabilities are prioritized, allowing redirection back to the original RDS instance if validation checks fail or anomalies are detected post-promotion. This setup enables seamless restoration without redeployment, and CDC consumers can resume from recorded slot positions if needed.
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