setup

Winsage
June 22, 2025
Recent updates from Microsoft indicate that the lifespan of System Restore points on Windows 11 has been reduced to 60 days. Following the June 2025 Windows security update, restore points older than 60 days will no longer be accessible. This change will also apply to future versions of Windows 11, specifically version 24H2. Previously, System Restore points were designed to last around 90 days, but their actual duration varied, with some expiring as quickly as 10 days after creation.
Winsage
June 21, 2025
JaxCore is an open-source suite designed to enhance the Windows 11 experience through customization. It operates as a collection of plugins and tools built on the Rainmeter platform, providing users with various widgets for their desktops. JaxCore simplifies the customization process with pre-made tools and allows for deeper customization for those familiar with coding. The suite includes modules like YourFlyouts, YourMixer, ValliStart, Keylaunch, and IdleStyle, as well as widgets such as ModularVisualizer, ModularClocks, ModularPlayers, and Plainext. Although JaxCore is no longer under active development, users can still utilize it, though they may encounter bugs. The author successfully customized their desktop with a media player, clock, and revamped start menu, enhancing their workflow and aesthetic experience. They express a desire to further explore JaxCore and other customization tools.
Tech Optimizer
June 21, 2025
Reynold Xin, co-founder of Databricks, highlighted the outdated nature of online transaction processing (OLTP) databases, which have not evolved significantly since the 1990s and face issues like over-provisioning and performance challenges. Databricks is introducing Lakebase, a product that separates compute from storage to enhance the efficiency of transactional databases, particularly for AI applications. Lakebase allows for instantaneous branching of databases, significantly improving workflow efficiency. Built on open-source Postgres, it supports various open storage formats and offers a copy-on-write capability to reduce costs. The separation of compute and storage is essential as streaming data becomes more integral to enterprises, enabling scalability and timely insights. Databricks aims to manage the entire data lifecycle, ensuring data remains within its ecosystem for rapid reporting and analytics. The integration of Lakebase with existing infrastructure enhances developer experience and operational maturity. The architecture supports extensive experimentation at minimal cost, fostering innovation. As AI agents become more prevalent, the focus on data evaluation and reliability will grow, necessitating a deeper examination of model accuracy.
Tech Optimizer
June 21, 2025
The Amazon Aurora PostgreSQL-Compatible Edition supports managed blue/green deployments to minimize downtime and risks during updates. This deployment strategy involves creating a staging environment (green) that mirrors the production database (blue) through logical replication. The blue environment represents the current production database, while the green environment incorporates updates without changing the application endpoint. After validating changes, the green environment can be promoted to production. In case of issues post-upgrade, a rollback plan is essential, as the managed blue/green deployment feature does not provide built-in rollback functionality. A manual rollback cluster can be established using self-managed logical replication to maintain synchronization with the new version after a switchover. Before the switchover, two clusters exist: the blue cluster (production) and the green cluster (staging). After the switchover, three clusters are present: the old blue cluster (original production), the new blue cluster (updated production), and the blue prime (rollback) cluster (a clone of the old blue cluster). To implement the solution, prerequisites include a cluster parameter group for the new version database with logical replication enabled and familiarity with the Aurora cloning feature. The process involves creating a blue/green deployment, stopping traffic on the blue cluster, performing the switchover, deleting the blue/green deployment, cloning the old blue cluster to create the blue prime cluster, and establishing logical replication from the new blue cluster to the blue prime cluster. Limitations of the managed blue/green deployment include the inability to replicate certain DDL operations and the need to handle endpoint changes manually if a rollback is required. Setting up the rollback cluster incurs additional downtime. To roll back to the blue prime cluster, application traffic must be ceased, the application or DNS records updated, the subscription on the blue prime cluster dropped, and sequence values manually updated if necessary. This process is not automatic and requires careful planning and testing. In production, it is advisable to retain the new blue prime cluster until all applications have transitioned successfully, and the old blue cluster can be backed up for compliance before deletion. For testing purposes, all clusters should be deleted to avoid additional charges.
AppWizard
June 20, 2025
Packet is a tool that allows users to transfer files from a Pop!_OS Linux desktop to an Android device over the same wireless network. It works with Quick Share and requires a Linux distribution with Flatpak support, an Android device with Nearby Share enabled, and sudo privileges on the Linux machine. The installation involves executing a command in the terminal, toggling the Static Network Port option to 'On', and ensuring port 9300 is open on the firewall. Files received on the Linux desktop are stored in the ~/Downloads folder, which can be customized.
Winsage
June 20, 2025
Microsoft is set to release a new update for Windows 11 on July 8, coinciding with Patch Tuesday updates. Key enhancements include: - Taskbar improvements with dynamically resizing icons and a wider indicator pill for open applications. - A visual preview feature for sharing links and web content, along with adjustable image compression levels. - A new PC-to-PC migration experience for transferring files and settings during new device setup. - Performance enhancements in File Explorer for extracting archive files. - The Screen Curtain feature in Narrator for enhanced privacy by blacking out the screen while content is read aloud. - An improved Narrator experience with guided prompts for discovering features. - Voice access now supports navigation and dictation in Simplified and Traditional Chinese and allows adding custom words to the dictionary. - Tailored enterprise-focused settings for IT-managed PCs. - Region settings will display the selected country or region during device setup. These features are currently in testing through the Windows Insider Release Preview Channel, with general availability expected on July 8. Users who opt for early updates may experience some features as a non-security preview update in late June.
Winsage
June 20, 2025
Uniphore is an AI innovation company that faced challenges with its legacy Windows Server infrastructure, which was costly and raised security concerns due to its end-of-support status. To modernize, Uniphore utilized Amazon Web Services (AWS) for containerization and cloud-native solutions, achieving a 30% reduction in costs and improved operational capabilities. The migration involved transitioning from 50 bare-metal Windows Server 2008 R2 instances to a Linux environment on AWS, optimizing call-center analytics workloads and enabling better training of large language models. The modernization strategy included three key areas: application modernization through refactoring and containerization, a custom data migration solution using Type 2 hypervisor technology, and a cloud infrastructure setup with Amazon EC2, Amazon EKS, Amazon EFS, and Amazon S3. The migration was executed in three phases: deploying the hypervisor and DataSync agent, secure data migration and validation, and production cutover with application deployment. Best practices adopted during the process included Infrastructure as Code (IaC) with Terraform, CI/CD pipelines using GitLab, comprehensive monitoring with DATADOG and CloudWatch, and enforcement of AWS Backup policies. The modernization resulted in benefits such as improved scalability and performance, flexibility and portability of applications, enhanced security and compliance, efficient data management, reduced operational overhead, and significant cost savings.
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