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Winsage
July 12, 2026
Many users enhance their Windows 11 experience with third-party applications, but the operating system also offers built-in customization options, such as setting custom folder icons in File Explorer. This feature allows users to personalize their navigation experience and improve efficiency. To change folder icons, users can download .ico files, right-click the folder, select Properties, go to the Customize tab, choose Change Icon, browse for the downloaded .ico file, and apply the changes. The process is quick and reversible. For better visual appeal, users can select "View > Extra large icons" in File Explorer. Additionally, the Object Desktop package provides further customization options.
Tech Optimizer
July 12, 2026
Running pgvector on Amazon Aurora PostgreSQL-Compatible Edition offers a vector store with operational capabilities, high availability, and scalability. It is favored for Retrieval Augmented Generation (RAG) workloads transitioning to production, but increased traffic introduces challenges like query latency and memory management. Key operational practices for pgvector workloads include selecting the appropriate index type (HNSW or IVFFlat), establishing a baseline schema, choosing a suitable distance operator, scaling the index through quantization and partitioning, and preparing for churn and observability. The prerequisites for using pgvector include an Aurora PostgreSQL-Compatible cluster with specific PostgreSQL versions and the vector extension enabled. The embedding model used in examples is Amazon Titan Text Embeddings V2, which produces 1024-dimensional embeddings. pgvector supports two Approximate Nearest Neighbor (ANN) index types: HNSW, which is efficient for querying and allows for incremental insertions, and IVFFlat, which is less resource-intensive but requires rebuilding if data changes. There are scenarios where forgoing an index is beneficial, such as small datasets or partitioned datasets requiring 100% recall. A baseline schema for a multi-tenant document store includes creating a table for documents with an embedding vector and establishing indexes for tenant IDs and embeddings using HNSW. The recommended parameters for HNSW include m = 16 and ef_construction = 128. Scaling to millions of vectors involves quantization, tuning HNSW parameters, and partitioning. Aurora Optimized Reads can extend effective cache capacity, and managing index churn is crucial for maintaining performance. Observability metrics include query-level statistics, instance-level metrics, and custom application-defined metrics. To clean up after testing, it is advisable to drop the created indexes and tables, and delete the Aurora PostgreSQL-Compatible cluster and any manual snapshots taken during testing.
AppWizard
July 10, 2026
The Steam Summer Sale ends on July 9, and Fanatical has launched the Onyx Bundle, allowing gamers to customize their selection of titles. The pricing for the bundle is as follows: three to four games cost .65 each, five to six games cost .60 each, seven or more games cost [openai_gpt model="gpt-4o-mini" prompt="Summarize the content and extract only the fact described in the text bellow. The summary shall NOT include a title, introduction and conclusion. Text: As the Steam Summer Sale draws to a close, with its final curtain falling on July 9, gamers are left to reflect on the discounts that have now reverted to their original prices. However, for those who may have missed the excitement, Fanatical has introduced a new opportunity that is sure to pique interest among Steam Deck owners and PC gamers alike. What does the bundle offer? How much does it cost? Enter the Onyx Bundle, a customizable offering that allows gamers to select their desired titles rather than purchasing a pre-defined package. This build-your-own theme empowers players to curate their gaming experience, enabling them to exclude any games they may have already played or simply aren’t interested in. The flexibility of this bundle means you can also share any extra codes with friends. The pricing structure of the Onyx Bundle is designed to reward bulk selections. For instance, choosing three to four games will set you back .65 each, while selecting five to six games lowers the price to .60 per title. The savings continue to grow, with seven or more games bringing the cost down to an impressive .45 each. Opting for the full 15 Steam Deck-compatible games will cost only .75, a staggering 89% discount from the original total of 5.84. Here’s a detailed look at the Steam Deck-friendly games included in Fanatical’s Onyx Bundle. Keep in mind that this offer is available for just six more days, so act quickly to take advantage of these savings: Game Steam Deck compatibility Original price Phantom Breaker: Battle Grounds Ultimate Verified .99 Last Time I Saw You Verified .99 Heroes Of Loot: Gauntlet Of Power Verified .99 Surmount: A Mountain Climbing Adventure Verified .99 Paper Ghost Stories: Third Eye Open Playable .99 Hamster on Rails Playable .99 SHEEPO Verified .99 Escape From Lavender Island Playable .99 Garden Simulator Verified .99 Fight of Animals Unknown, but reportedly runs fine .99 Russian Subway Dogs Unknown, but reportedly runs fine after some tweaks .99 Omno Playable .99 Nasty Zombies Playable .99 Diorama Builder + Medieval Castle DLC Playable .98 VOSPETKA Simulator Playable .99 For newcomers to the Steam Deck ecosystem, games marked as Verified are guaranteed to perform seamlessly on the device, while those labeled as Playable may require minor adjustments for optimal play. Additionally, for those looking to expand their library further, Fanatical's Indiependence Day bundle features 15 Steam Deck-friendly games valued at 8, available for just .49." max_tokens="3500" temperature="0.3" top_p="1.0" best_of="1" presence_penalty="0.1" frequency_penalty="frequency_penalty"].45 each, and the full 15 games cost [openai_gpt model="gpt-4o-mini" prompt="Summarize the content and extract only the fact described in the text bellow. The summary shall NOT include a title, introduction and conclusion. Text: As the Steam Summer Sale draws to a close, with its final curtain falling on July 9, gamers are left to reflect on the discounts that have now reverted to their original prices. However, for those who may have missed the excitement, Fanatical has introduced a new opportunity that is sure to pique interest among Steam Deck owners and PC gamers alike. What does the bundle offer? How much does it cost? Enter the Onyx Bundle, a customizable offering that allows gamers to select their desired titles rather than purchasing a pre-defined package. This build-your-own theme empowers players to curate their gaming experience, enabling them to exclude any games they may have already played or simply aren’t interested in. The flexibility of this bundle means you can also share any extra codes with friends. The pricing structure of the Onyx Bundle is designed to reward bulk selections. For instance, choosing three to four games will set you back .65 each, while selecting five to six games lowers the price to .60 per title. The savings continue to grow, with seven or more games bringing the cost down to an impressive .45 each. Opting for the full 15 Steam Deck-compatible games will cost only .75, a staggering 89% discount from the original total of 5.84. Here’s a detailed look at the Steam Deck-friendly games included in Fanatical’s Onyx Bundle. Keep in mind that this offer is available for just six more days, so act quickly to take advantage of these savings: Game Steam Deck compatibility Original price Phantom Breaker: Battle Grounds Ultimate Verified .99 Last Time I Saw You Verified .99 Heroes Of Loot: Gauntlet Of Power Verified .99 Surmount: A Mountain Climbing Adventure Verified .99 Paper Ghost Stories: Third Eye Open Playable .99 Hamster on Rails Playable .99 SHEEPO Verified .99 Escape From Lavender Island Playable .99 Garden Simulator Verified .99 Fight of Animals Unknown, but reportedly runs fine .99 Russian Subway Dogs Unknown, but reportedly runs fine after some tweaks .99 Omno Playable .99 Nasty Zombies Playable .99 Diorama Builder + Medieval Castle DLC Playable .98 VOSPETKA Simulator Playable .99 For newcomers to the Steam Deck ecosystem, games marked as Verified are guaranteed to perform seamlessly on the device, while those labeled as Playable may require minor adjustments for optimal play. Additionally, for those looking to expand their library further, Fanatical's Indiependence Day bundle features 15 Steam Deck-friendly games valued at 8, available for just .49." max_tokens="3500" temperature="0.3" top_p="1.0" best_of="1" presence_penalty="0.1" frequency_penalty="frequency_penalty"].75 each, representing an 89% discount from the original total of 5.84. The bundle includes various Steam Deck-compatible games, with some marked as Verified and others as Playable. Additionally, Fanatical offers an Indiependence Day bundle featuring 15 Steam Deck-friendly games valued at , available for .49.
Winsage
July 10, 2026
Microsoft has confirmed that WSL Containers, which allows users to create and manage Linux containers directly from Windows, is now available on Windows 10. Users must have Windows 10 version 2004 (Build 19041) or later to utilize WSL Containers. The installation process involves checking the Windows build, installing WSL, updating to the container build, confirming the version, and running a test command. WSL Containers support GPU passthrough, enabling CUDA capabilities directly from Windows 10. A text-based UI dashboard for managing WSL Containers, named lazywslc, has also been introduced.
AppWizard
July 8, 2026
Mojang has released Minecraft 26.3 Snapshot 3, introducing new features focused on player comfort, including the Cushion and the Straw Bed. The Cushion is a placeable item available in 16 colors, crafted from three wool slabs of the same hue. It can be placed on any flat surface, allowing players to sit down, and aligns with the grid while overlapping with most objects. Cushions will break if their supporting block is removed. The Straw Bed allows players to sleep through the night without setting a spawn point and is single-use, being destroyed after use. It cannot be used in the Nether or The End and is crafted from three hay bales, yielding four beds. A new statistic tracks the number of times players have slept in a Straw Bed. Additional features include Gothic language support, a new command (/posteffect) for adding or removing post-processing shader effects, data-driven custom brewing recipes, and a new minecraft:number_provider registry for flexible data-driven systems. Bug fixes in this snapshot address various gameplay issues, including problems with Drowned entities, rendering issues on macOS, and inconsistencies in GUI elements.
Tech Optimizer
July 8, 2026
A common issue in database migrations is the unplanned accumulation of extensions in PostgreSQL, leading to extension sprawl. Teams often install extensions without documenting the rationale, resulting in a complex web of dependencies that complicates future upgrades and removals. The installation process involves PostgreSQL accessing a control file that details the extension's version and dependencies, which can lead to multiple extensions being installed unintentionally. Upgrading and removing extensions are often neglected, causing risks such as the loss of dependent objects. Extensions typically default to the public schema, which can become cluttered; relocating them to dedicated schemas can improve organization. Trusted Language Extensions (TLE) allow non-privileged users to utilize procedural languages in managed databases without needing superuser access. Key extensions recommended for use include pg_stat_statements, pg_trgm, hstore, citext, and PostGIS, each serving specific use cases. Proper governance is essential for managing extensions, including documenting their purpose, ownership, and dependencies, to prevent operational surprises.
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