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Tech Optimizer
June 20, 2026
PostgreSQL 18 addresses common performance challenges for users, including managing query performance across composite indexes, diagnosing memory spills in materialized Common Table Expressions (CTEs), and upgrading major versions without plan regressions. Key enhancements include skip scan optimization for multicolumn indexes, improved EXPLAIN functionality, and optimizer statistics that persist through major version upgrades. Skip scan optimization allows PostgreSQL to efficiently utilize multicolumn B-tree indexes even when leading columns are not specified in the WHERE clause, significantly improving query performance. The EXPLAIN command has been enhanced to include buffer statistics by default, providing deeper insights into query execution and resource usage. PostgreSQL 18 also introduces visibility into the storage of materialized nodes in query plans, indicating whether intermediate results were stored in memory or spilled to disk. A new metric, Index Searches, has been added to EXPLAIN ANALYZE output, indicating how many times the database traversed the index tree during query execution. Additionally, Self-Join Elimination (SJE) automatically detects and removes unnecessary inner joins of a table to itself, optimizing query performance. The autovacuum mechanism has been improved with the introduction of autovacuum_vacuum_max_threshold, which caps the number of dead tuples that can accumulate before autovacuum triggers a VACUUM, addressing issues with large tables. The vacuum_truncate parameter provides a server-wide control point to disable VACUUM’s file truncation behavior, reducing locking issues on busy systems. PostgreSQL 18 also separates the allocation of autovacuum worker slots from their usage, allowing for dynamic adjustments to autovacuum_max_workers without requiring a server restart. Finally, new columns in pg_stat_all_tables track cumulative time spent on maintenance operations, providing better insights into maintenance overhead for each table.
AppWizard
June 19, 2026
Google's Android 17 update is being deployed to Pixel devices, introducing new features such as multitasking bubbles, expanded dark theme controls, and a revamped screen recording interface. Key user preferences from a poll indicate that 32% favor multitasking app bubbles, while other features received varying levels of support. The update includes App Memory Limits to prevent excessive RAM usage by apps, enhancing performance. It also restricts apps from scanning local networks without explicit permission, improving user privacy. Additionally, Android 17 tightens restrictions on dynamic code loading to strengthen malware protection and implements Certificate Transparency protections by default for secure HTTPS connections. Overall, these changes aim to enhance performance, security, and user experience.
Winsage
June 18, 2026
The Microsoft team behind PowerToys has released an updated Shortcut Guide in version 0.100 for Windows 11, which now appears as a context-sensitive flyout instead of a static reference page. This guide provides relevant keyboard shortcuts based on the application currently in use, improving user efficiency and learning. Users can access the Shortcut Guide by installing PowerToys and can customize its settings, including color theme and activation shortcut. The guide displays shortcuts for various applications and includes a list of Windows 11 and PowerToys shortcuts when no applications are focused. Developers can integrate their apps into the Shortcut Guide as well.
Winsage
June 18, 2026
A Windows 11 Home license is currently available for .99, a significant reduction from the standard retail price of 9.99. The license is permanent and non-transferable, valid for the lifetime of the installation on one specific machine. It is provided as a digital key, requiring the download and installation of Windows prior to activation.
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