consumption Archives

Tech Optimizer

July 23, 2026

Optimizing PostgreSQL on Azure directly in Visual Studio Code

Poor database performance can lead to missed SLAs, delayed releases, customer dissatisfaction, and lost revenue. Microsoft has enhanced PostgreSQL on Azure, transforming it into a fully managed platform that meets enterprise demands. Azure Database for PostgreSQL and the new Azure HorizonDB offer significant performance improvements, with HorizonDB being three times faster than self-managed PostgreSQL. The PostgreSQL extension for Visual Studio Code integrates performance management into development workflows, providing tools for managing PostgreSQL throughout its lifecycle. Key features include a server metrics dashboard that displays performance indicators, Azure Advisor recommendations for actionable insights, improved query plan visualization, and AI-assisted query analysis. The extension also enhances schema design and query formulation experiences, ensuring secure and governed interactions with PostgreSQL. Azure HorizonDB is in public preview, designed for AI-native workloads. These advancements aim to reduce friction, enhance clarity, and enable faster actions for enterprise teams managing PostgreSQL at scale.

Winsage

July 23, 2026

3 Windows settings that can make or break your PC

Windows 11 includes various settings that can significantly affect computer productivity and performance. 1. Windows Power Mode: This feature allows users to select performance settings under Settings > System > Power & battery. Options include “Best Power Efficiency,” “Best Performance,” and “Balanced.” For an Intel Core 300 laptop, power consumption varies as follows: - Performance mode: 30W sustained, 60W boost - Balanced mode: 25W sustained, 60W boost - Efficiency mode: 15W sustained, 20W boost Switching from “Balanced” to “Performance” mode can increase performance by 5%, while “Efficiency” mode can save up to 50% battery life with an 18% performance drop. 2. Storage Sense: Found under Settings > System > Storage, this feature automatically cleans up unnecessary files to maintain optimal SSD performance. It activates when free disk space falls below a certain threshold and can be manually triggered. Users can configure it to manage the Downloads folder and convert locally stored files backed up to OneDrive into cloud-only files. 3. OneDrive and Windows Backup: OneDrive syncs files between the cloud and PC, which can slow down performance, especially on asymmetric broadband connections. Users can adjust backup preferences through the OneDrive icon in the Action Center, but Windows may not always respect these settings, potentially leading to unwanted file re-downloads.

Tech Optimizer

July 23, 2026

Simplify AI agent orchestration with Lakebase Postgres

The auditing process has traditionally been labor-intensive, requiring extensive document reviews. CLA (CliftonLarsonAllen LLP) partnered with the Databricks Forward Deployed Engineering team to develop a document processing application that reduces extraction time from hours to minutes while maintaining quality. The application is built on the Databricks platform, utilizing technologies like Lakebase Postgres, Databricks Apps, Lakeflow Jobs, MLflow, and Unity Catalog Volumes. The application addresses challenges in document parsing, including unpredictable per-task latency, rate-limit-aware throttling, workload prioritization, cost attribution per task, and real-time progress visibility. It eliminates the need for multiple specialized systems by integrating components such as a web application for user interaction, Lakebase for state management, an orchestrator for task management, and AI agents for document processing. The task queue is supported by two Postgres tables in Lakebase, tracking task status and execution attempts. Concurrency safety is ensured through a locking mechanism, and crash recovery is facilitated by lease-based locking. The orchestrator implements rate-limit-aware throttling and idempotent webhook callbacks to manage task processing effectively. An operator dashboard provides real-time metrics on task status, agent performance, and workload costs, with live updates through Postgres LISTEN/NOTIFY events. Cost attribution is managed at the application level, allowing for detailed monitoring of expenditures. Lakebase enhances the orchestration process with features like autoscaling compute, OAuth-rotated authentication, Unity Catalog integration, and support for branching and snapshots.

Winsage

July 23, 2026

14 Easy Fixes to Make Windows 11 Feel Faster

Many Windows 11 PCs experience performance decline over time due to background processes and unnecessary files. To enhance performance without reinstalling Windows, consider the following strategies: 1. Uninstall unnecessary software (bloatware) via the Start menu or Installed Apps section. 2. Limit startup processes using Task Manager to disable rarely used applications. 3. Clean up disk space by enabling Windows' Storage Sense for automatic cleanup. 4. Check for viruses and spyware using Microsoft Defender or dedicated malware removal software. 5. Change power settings to Best Performance in Settings > System > Power & Battery. 6. Identify and fix resource-hogging processes using Task Manager. 7. Keep Windows updated by checking Settings > Windows Update. 8. Run troubleshooting utilities by searching for "troubleshoot" in the Start menu. 9. Use Microsoft PC Manager for a one-click performance optimization. 10. Consider adding more RAM if your device allows it. 11. Install an SSD for faster application launches and improved startup times. 12. Adjust system appearance settings for Best Performance. 13. Ensure adequate cooling to prevent overheating. 14. Turn off search indexing to free up system resources. 15. Disable Windows' Tips and manage notifications to reduce processing demands. 16. Enable Game Mode in Settings > Gaming for optimized gaming performance.

AppWizard

July 22, 2026

Ashswag Reacts to QSMP Fan Art & TikToks l QSMP 2 Minecraft

Google has introduced a new feature to streamline the sign-in process for YouTube users, making it more efficient and intuitive. This update aims to reduce the steps required to log in, enhancing user retention and engagement. It will also benefit content creators by simplifying channel management and audience interaction.

AppWizard

July 22, 2026

Minecraft But Every Drop Is Random

Google has introduced a new feature on YouTube that allows users to engage with the platform without the immediate need to log in, providing a more fluid browsing experience. This passive sign-in option aims to reduce friction and encourage exploration of content. The update features a simplified interface that enhances accessibility for casual viewers and aligns with Google's strategy to increase user engagement. The initiative is expected to lower barriers to entry, potentially increasing content consumption and benefiting creators and advertisers.

Winsage

July 21, 2026

Microsoft fixes the Windows 11 bug slowing down some Dell PCs

Microsoft released an unscheduled update for Windows 11, designated as KB5121767, targeting users on versions 24H2 and 25H2 to address performance issues on certain Dell PCs and laptops with Intel Innovation Platform Framework drivers. The update aims to fix degraded battery life, increased power consumption, and unexpected system behavior caused by conflicts with these drivers. Affected devices primarily include newer Dell models such as the Precision, XPS, and Pro Max series. Users can obtain the update automatically if they have enabled the relevant option in Windows Update or manually through Settings or the Microsoft Update Catalog. The update modifies the Windows build number to 26200.8894 for 25H2 and 26100.8894 for 24H2 and includes previous security and quality enhancements. Microsoft recommends the update for users experiencing sluggish performance or erratic behavior after July updates, particularly those with recent Dell devices with Intel processors.

AppWizard

July 21, 2026

X launches ground-up rebuilt Android app after year-long development

The digital entertainment landscape is rapidly evolving, particularly in India, where mobile-first consumption and value for money are critical. Insights from Amazon MX Player's leadership reveal that the integration of MX Player into Amazon's ecosystem has advanced technology, data utilization, and content distribution. Karan Bedi noted the swift integration process and highlighted the benefits in monetization through Amazon's ad technology, including the “Personas” feature for targeted advertising. MX Player has expanded its distribution across various Amazon platforms, transitioning to a multi-device approach. The platform emphasizes brand safety and has increased its content diversity, focusing on advertiser-friendly shows. Bedi introduced the concept of “micro-genres” with the upcoming MX Fatafat product, featuring short episodes to cater to varying viewer time constraints. MX Player utilizes a robust analytics framework to create content that resonates with diverse audiences, including regional offerings in multiple languages. Girish Prabhu discussed innovative advertising opportunities, emphasizing the integration of brands into content narratives and interactive formats for immediate consumer engagement. MX Player is positioned on major connected TV platforms, aligning with the trend for high-quality, free entertainment. The platform enables direct-to-consumer brands to access larger video formats, leveraging Amazon's consumer insights for personalized advertising and focusing on outcomes rather than impressions. Advertisers are increasingly seeking targeted messages that drive brand growth, highlighting the importance of platforms like MX Player.

Winsage

July 21, 2026

Samsung’s new GAIA PC chip challenges Microsoft’s Copilot+ program — and why I can only see that as a positive for the AI PC industry

NVIDIA announced the RTX Spark at Computex 2026, prompting competition among major silicon market players, including Intel, AMD, and Qualcomm. Samsung is entering the market with its custom silicon for AI-driven PCs, named GAIA, marking its first development of PC-centric silicon since 2012. GAIA will function as a companion Neural Processing Unit (NPU) rather than a traditional System-on-Chip (SoC). It is expected to use a 4nm process and may incorporate processing-in-memory (PIM) capabilities. Lenovo China and HP USA have received samples for testing. Competitors like Snapdragon X/X2, Intel Core Ultra, and AMD Ryzen AI are integrating NPUs with at least 40 TOPS. Samsung's GAIA has not been officially confirmed, and details regarding TOPS, power consumption, and pricing are unclear. The 40 TOPS benchmark by Microsoft for integrated NPUs raises questions about how GAIA would be evaluated alongside Intel or AMD CPUs.

Winsage

July 21, 2026

Samsung’s new GAIA PC chip challenges Microsoft’s Copilot+ program — and why I can only see that as a positive for the AI PC industry

NVIDIA announced the RTX Spark at Computex 2026, prompting Samsung to develop custom silicon for AI-driven PCs, marking its return to the PC silicon market since the Exynos 5 Dual in 2012. The new silicon, named GAIA, is being created by Samsung's System LSI unit as a companion Neural Processing Unit (NPU) to enhance performance by offloading AI tasks. GAIA is expected to utilize a 4nm process and may explore processing-in-memory (PIM) capabilities with specialized DRAM. Samples of GAIA have been sent to Lenovo China and HP USA for evaluation. Many details about GAIA, including performance metrics and pricing, remain undisclosed. Microsoft has not commented on GAIA's implications for its Copilot+ program, which has a minimum threshold of 40 TOPS for integrated NPUs.