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The developer of an AI-powered driving instruction simulator is spending $1,000 per month just to keep its demo running
AppWizard
October 11, 2026

The developer of an AI-powered driving instruction simulator is spending $1,000 per month just to keep its demo running

Artificial intelligence, particularly through large language models (LLMs), is expected to significantly impact the gaming industry by enhancing non-player characters (NPCs). However, practical implementation has been limited, with few titles like Where Winds Meet exploring this technology. A case study from the developers of Teach My Little Sister How To Drive highlights the financial challenges of integrating LLMs, as daily operational costs have exceeded ,000 due to high player interactions. The developers, Easy Fox, have taken out a bank loan to sustain the demo but are uncertain about its long-term viability. They are considering alternatives like local AI models for players with powerful GPUs, though this would limit accessibility. The game’s reliance on a premium LLM raises questions about its necessity, especially given existing design challenges such as artificial dialogue and misinterpreted commands. The full release of the game is scheduled for January next year.
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.
National Links: Stress Relief is a Minecraft Neighborhood
AppWizard
October 10, 2026

National Links: Stress Relief is a Minecraft Neighborhood

The Overhead Wire curates national and international news on urban landscapes and shares it with an engaged email list. They highlight stories from Greater Greater Washington, focusing on urban issues in the D.C. area. A research paper identifies five themes from interviews with apartment residents regarding their travel choices: self-selection, the built environment's impact on walking accessibility, transit service provision, subjective safety experiences, and the pragmatism of transport choices based on circumstances. A study reveals that 74% of Americans feel compelled to drive more than desired, with low-income drivers spending up to 40% of their income on transportation. The U.S. Department of Transportation has introduced a scoring bonus for transit projects based on birth and marriage rates, criticized for potentially benefiting certain demographics disproportionately. Cities are reimagining public safety by establishing independent departments for crisis response and violence prevention. The Talking Headways Podcast features Wendy Zhou discussing dynamic accessibility and the limitations of static maps. A quote reflects on the importance of long-term strategic thinking in societal infrastructure and technology adaptation.
I ignored the Windows app until Microsoft closed this major feature gap
Winsage
October 7, 2026

I ignored the Windows app until Microsoft closed this major feature gap

The latest update to the Windows App allows users to connect to a Windows PC remotely, expanding its capabilities beyond previous support for Windows 365, Azure Virtual Desktop, and Microsoft Dev Box. To use this feature, users need to download the app, select "Add a Remote PC," input the remote PC's name or IP address, and then establish the connection. The classic Remote Desktop Connection tool (mstsc.exe) remains available despite the retirement of the Remote Desktop app from the Microsoft Store.
This PowerToys animation is so stunning I'm sad I'll only see it once
Winsage
October 6, 2026

This PowerToys animation is so stunning I’m sad I’ll only see it once

PowerToys is introducing a new Welcome screen designed to enhance the user experience, featuring an engaging out-of-box experience that utilizes Windows' Composition feature to render at 60 frames per second. A clip shared by Niels Laute demonstrates the animation, and further details can be found in a GitHub pull request and a Microsoft support document. This update highlights the importance of aesthetic improvements in software, suggesting that such enhancements could significantly benefit the overall user experience across Microsoft applications.
Windows 11 Celebrates 5th Birthday with Over One Billion Users Worldwide
Winsage
October 6, 2026

Windows 11 Celebrates 5th Birthday with Over One Billion Users Worldwide

On October 5, 2021, Microsoft launched Windows 11. As of December 31, 2025, Windows 11 surpassed Windows 10 in performance benchmarks and achieved over one billion global users in 1,576 days, compared to 1,706 days for Windows 10. Windows 11 features a modern design and user-friendly interface but has faced challenges such as bugs and system crashes. Microsoft plans to maintain Windows 11 as a long-term platform following the end of support for Windows 10 on October 14, 2025.
Google warns that some Android apps won't run well on Intel Googlebooks at launch
AppWizard
October 6, 2026

Google warns that some Android apps won’t run well on Intel Googlebooks at launch

Certain complex Android applications may not perform optimally on Intel x86 Googlebooks, despite most apps running smoothly. Google is working with developers to improve performance and compatibility. Intel Googlebook laptops use a translation layer to run Android apps, which can lead to decreased performance and battery efficiency. Currently, three models with Intel Core Ultra 5 Series 3 chips are available from Acer, Asus, and Lenovo, while two ARM-based models use Qualcomm's Snapdragon X Elite chip.
Apple removes messaging app used by protesters to bypass internet restrictions in India
AppWizard
October 4, 2026

Apple removes messaging app used by protesters to bypass internet restrictions in India

Apple removed the offline messaging application Bitchat from its India App Store following a request from the Ministry of Information Technology. This decision was influenced by reports that demonstrators at Jantar Mantar used Bitchat to communicate during protests against alleged irregularities in competitive examinations amid internet restrictions. Bitchat is an open-source, decentralized messaging app that allows communication without mobile data or Wi-Fi, using Bluetooth Low Energy technology and ensuring privacy through end-to-end encryption. The app's removal halts new downloads and security updates, although it remains accessible on existing devices. The Ministry of Electronics and Information Technology invoked Section 69A of the Information Technology Act, 2000, to facilitate the takedown, citing national security and public order. The Internet Freedom Foundation criticized the removal as unconstitutional, arguing it infringes on free speech rights and called for transparency regarding the blocking order and rationale behind the action.
Nadella has lost the plot calling Copilot an OS again, it's a web app on Windows 11
Winsage
October 4, 2026

Nadella has lost the plot calling Copilot an OS again, it’s a web app on Windows 11

Satya Nadella has referred to Copilot as a “new OS for work” during a leadership update, following Microsoft's introduction of the latest iteration of Copilot. The new Copilot app, which replaces the previously named Microsoft 365 Copilot, is currently available for users, although some features like Home, Code, and Autopilot are still forthcoming. The app operates as a standard Windows application, specifically a rebranded Microsoft Edge launcher built on a Chromium framework. Nadella reiterated his vision for Copilot in a post dated October 1, emphasizing its role in consolidating various work functions into a single platform. The Copilot app integrates features such as Home, Office applications, and a proactive command center named Today. Currently, the app primarily functions as a chat interface, with significant features yet to be rolled out. The architecture of Copilot relies on a lightweight launcher and a complete Edge build, resulting in high RAM consumption. Microsoft has shifted Copilot’s architecture from a native WinUI version to a web-based wrapper, supported by a secondary component for additional functionalities. Internal documents reveal a vision for a prototype called CopilotOS, indicating a long-standing ambition to create a cohesive workspace.
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