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A practical guide to cost optimization with Lakebase Postgres
Tech Optimizer
October 11, 2026

A practical guide to cost optimization with Lakebase Postgres

Lakebase is a fully managed Postgres database designed for modern application development, featuring an architecture that separates storage and compute with a serverless compute layer. This design allows for cost efficiencies through various mechanisms: 1. **Branching**: Developers can create isolated environments for development, testing, or experimentation without duplicating storage costs, as branches share the same underlying storage. 2. **Autoscaling**: Lakebase adjusts compute resources based on activity levels, allowing users to pay only for the compute they use. It can scale down during low activity and can be suspended entirely after inactivity, reducing costs to zero. 3. **Read Replicas and High Availability**: The separation of storage and compute allows for adding read replicas and high availability without incurring additional storage costs, as these instances utilize the same storage layer. 4. **Synced Tables**: Integration with the Databricks Intelligence Platform enables efficient data syncing, allowing users to sync only the necessary working set of data, which helps avoid unnecessary storage and sync costs. 5. **Sync Modes**: There are three sync modes (Snapshot, Triggered, Continuous) for transferring data from the Lakehouse to Lakebase, each with different cost implications based on data freshness requirements. 6. **Right-sizing Compute**: Users can set the initial compute range during project provisioning to avoid over-provisioning and unnecessary costs. 7. **Monitoring and Metrics**: The Lakebase Metrics dashboard provides insights into working set size and cache utilization, helping users optimize their compute sizing and performance. 8. **Point-in-Time Restore (PITR) and Snapshots**: PITR maintains history for recovery within a configurable window, while snapshots offer discrete recovery points. Both are priced lower than standard storage, making them cost-effective options for data recovery. Lakebase costs are categorized into compute, storage, and serverless pipeline compute for syncing data. Compute is measured by CU usage, while storage includes branch storage, PITR history, and snapshot storage, all tracked separately. Users can access detailed usage and cost information through system billing tables.
Deadlock surpasses Team Fortress 2's all-time concurrent player count peak as it adds a chess wizard
AppWizard
October 10, 2026

Deadlock surpasses Team Fortress 2’s all-time concurrent player count peak as it adds a chess wizard

Valve's game Deadlock, currently in invite-only testing, has reached a peak concurrent player count of 262,145, surpassing Team Fortress 2's previous record of 253,997. This milestone coincided with the release of six new community-chosen heroes. The game's success reflects its popularity in the MOBA genre and highlights Valve's ability to innovate in game development.
From a 1997 PC Game to a Prime Video Hit, Why Fallout Remains a Gold Standard
AppWizard
October 10, 2026

From a 1997 PC Game to a Prime Video Hit, Why Fallout Remains a Gold Standard

Fallout celebrates its 29th anniversary today. Developed by Interplay Productions, it is a post-apocalyptic RPG known for its exceptional storytelling, mature themes, and innovative gameplay mechanics. Critics praised its smooth gameplay, effective action points system, user-friendly inventory, and character development. Fallout's narrative was noted for its depth, leading players to reconsider their gaming choices. The franchise's legacy is highlighted by sequels and a successful television adaptation on Prime Video, starring Walton Goggins, which showcases the narrative strength of the series.
Microsoft entertains resurrecting 3D Pinball for Windows 11
Winsage
October 9, 2026

Microsoft entertains resurrecting 3D Pinball for Windows 11

Microsoft has acknowledged the demand for the return of the 3D Pinball game to contemporary Windows systems, with Pavan Davuluri, executive vice president of Windows and devices, stating that the team would consider it in their future planning. The game was originally part of the Microsoft Plus! 95 expansion and was removed with the launch of Windows Vista due to the transition from 32-bit to 64-bit operating systems. Reintroducing 3D Pinball may face challenges, as the Space Cadet table was licensed from Full Tilt! Pinball and the complete game was published by Maxis, now part of Electronic Arts.
Jensen Huang remembers Windows early days, crediting Microsoft, says that 'Nvidia was founded because of Windows'; CEO Satya Nadella jokes: If you could just do a little transfer of...
Winsage
October 9, 2026

Jensen Huang remembers Windows early days, crediting Microsoft, says that ‘Nvidia was founded because of Windows’; CEO Satya Nadella jokes: If you could just do a little transfer of…

Nvidia CEO Jensen Huang stated that Nvidia was founded due to the introduction of Windows 3.1 in 1992, which laid the groundwork for GPUs. He highlighted that Windows 95 and DirectX allowed for the integration of GPUs into PCs, with DirectX 8 enabling the creation of the first programmable GPU featuring programmable shaders, leading to CUDA. Huang emphasized that without Windows, there would be no GeForce, and consequently, AI researchers might not have had the necessary computational resources for deep learning. The conversation also touched on a four-year collaboration between Nvidia and Microsoft that resulted in the RTX Spark project, which required over 4,000 engineering years and extensive testing across more than 1,200 applications. Laptops featuring RTX Spark are available for preorder, with shipments starting on October 16.
I have to settle for this AI recreation because Microsoft won't share its gorgeous new Windows 11 wallpaper
Winsage
October 8, 2026

I have to settle for this AI recreation because Microsoft won’t share its gorgeous new Windows 11 wallpaper

Microsoft has a history of creating and commissioning unique wallpapers for its product launches, with each version of Windows featuring its own official wallpaper collection. At a recent Windows and Surface event, a new wallpaper was seen on RTX Spark laptops, but Microsoft has not yet released it publicly. An X user recreated this wallpaper using ChatGPT, while AI has been previously used to enhance Windows wallpapers. The RTX Spark laptops are available for preorder, with shipments starting on October 16, 2026, and the official wallpaper is expected to be released soon.
Microsoft discloses bug in Windows 11 September update causing apps using Dolby Digital to crash
Winsage
October 8, 2026

Microsoft discloses bug in Windows 11 September update causing apps using Dolby Digital to crash

On October 2, Microsoft announced that its optional preview update "KB5124010," released on September 22, causes crashes in applications using the Dolby Digital (AC-3) codec on Windows 11 versions 24H2, 25H2, and 26H2. The update does not include security fixes and affects media players, games, and certain line-of-business applications that rely on Windows' built-in AC-3 audio decoding. Symptoms include applications failing to launch or crashing during specific features like music playback. Users can check if they are affected by verifying their OS version, installed updates, and application implementation. Microsoft plans to address the issue in a future update, but a timeline is not provided. Users can uninstall KB5124010 or pause updates as temporary solutions. The update has already caused issues for the game "WARDOGS," leading to compatibility investigations by the publisher, Team17.
I ditched Google's bloated launcher for Monet, and my old Android TV box feels brand new
AppWizard
October 7, 2026

I ditched Google’s bloated launcher for Monet, and my old Android TV box feels brand new

The Chromecast with Google TV has limitations due to the demands of Google's launcher, prompting users to seek upgrades. Monet Launcher has emerged as a lightweight and fast alternative that enhances performance by eliminating advertisements and distractions. It offers a streamlined interface, customizable wallpapers, and the ability to remap remote buttons for improved usability. While a free version provides significant features, a premium version offers additional customization options. Monet Launcher revitalizes the Chromecast experience, making it feel upgraded.
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