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Tech Optimizer

July 2, 2026

From monolith to Lakebase to LTAP: rethinking the database from storage up

Sixteen years ago, the author began their PhD at UC Berkeley, where they were advised to focus on analytics rather than OLTP databases, which were considered a solved problem. However, upon developing Databricks, they found that OLTP databases were cumbersome, challenging to scale, and fragile. This led to the creation of Lakebase, a serverless Postgres database designed to address these issues by externalizing the write-ahead log (WAL) and data files into independent services. Lakebase architecture separates the WAL into a distributed service called SafeKeeper and data files into another service called PageServer, allowing for improved durability, scalability, and performance. This architecture eliminates data loss risks associated with disk failures and misconfigurations, simplifies high availability, and allows for elastic compute resources. Lakebase also introduces LTAP (Lake Transactional/Analytical Processing), which enables transactions and analytics to operate on a single data copy in real-time, avoiding the need for separate data copies and reducing costs. The system retains Postgres's ACID semantics while storing data in open columnar formats, making it accessible to both transactional and analytical engines without the delays and complexities of traditional replication methods. The architecture allows for unlimited storage, serverless compute, and instant branching, while ensuring that analytics can read the most current transactional data without affecting transactional workloads. LTAP aims to unify transactional and analytical processing by leveraging distinct compute engines for each workload while integrating at the storage layer.

AppWizard

July 2, 2026

PC game store GOG explains how digital ownership should be as PlayStation announces end of physical discs

PlayStation plans to phase out physical discs for its consoles starting in January 2028, coinciding with the digital-only release of GTA 6. This shift reflects the industry's move toward a digital-only future, impacting collectors and enthusiasts of physical media. Meanwhile, GOG offers a DRM-free gaming experience, allowing users to retain access to purchased games even if they are removed from the store, as long as the files are installed. GOG's model enables personal backups on physical media and does not require an internet connection for gameplay, although online multiplayer may vary. The future of PlayStation adopting a similar DRM-free approach remains uncertain.

AppWizard

July 2, 2026

Netflix has finally figured out how to get viewers off their phones with its newest horror game, but it doesn’t quite stick the landing

Point-and-click horror games face challenges in maintaining player agency due to predetermined paths, especially when using smartphones for interaction. Netflix's game Unhinged, created by Zach Cregger and David Fincher, allows players to use their phones as the protagonist Ava's device while she seeks help from her friend Claire and avoids a pursuer. The game lasts about 30 minutes and features immersive but occasionally frustrating gameplay due to distractions from notifications and the smartphone's role in executing quick-time events. The atmosphere is eerie, and the performances by Zoë Kravitz as Ava, Sadie Sink as Claire, and Troy Baker as the antagonist enhance the experience. Unhinged offers a glimpse into interactive storytelling, despite its limitations.

AppWizard

July 2, 2026

Lullabies Made of Static is a quieter, slower, but still quite welcome addition to PC gaming’s brutalist walking sim canon

Lullabies Made of Static, released today, features a disconcerting atmosphere reminiscent of the walking simulator Fugue in Void. Players navigate a desolate city with towering walls and peculiar architecture, amplifying feelings of dread and isolation. The objective is to locate a hidden cassette tape, with the game prioritizing atmosphere over traditional quests. The soundscape is minimal, dominated by wind and footsteps, enhancing the labyrinthine exploration. The city has buildings scattered across a monotonous brown plain, and the sparse dialogue varies in quality. The demo is available on Steam.

Winsage

July 2, 2026

3 Old Windows Laptops Still Worth Buying In 2026

In 2026, the laptop purchasing landscape is affected by a price crisis due to AI data center demands, leading to higher costs for RAM, storage, and processors. Buyers are advised to consider laptops manufactured between 2019 and 2024 for compatibility with Windows 11, which requires a minimum of 4GB of RAM, with 8GB being the practical baseline and 16GB recommended for everyday tasks. 1. The Acer Swift X (2022) features an RTX 3050 Ti mobile chip, a Ryzen 5825U processor, and 16GB of LPDDR4X RAM, priced under ,000, and has a 4.4/5 rating on Amazon. 2. The Dell Latitude 7330 (2022) has a 1080p display, an Intel i5-1245U processor, and 16GB of RAM, available for around 0 from third-party sellers, and offers a convertible design. 3. The Acemagic LX15Pro is priced under 0, powered by a 5700U processor, has 16GB of RAM and a 512GB storage drive, and holds a 4.8/5 rating on Best Buy. The laptops were selected based on affordability, compatibility with Windows 11, and availability across multiple retailers.

Winsage

July 1, 2026

Bottles is how you should actually run Windows apps on Linux

Wine enables users to run Windows applications on Linux by translating Windows calls into POSIX calls. It has evolved significantly, especially with contributions from Valve's Proton project, but can be complex and unpredictable, leading to potential glitches with updates. Bottles enhances this experience by creating isolated containers for each application, allowing users to run specific versions of Wine tailored to individual applications. This approach improves compatibility and organization, as users can group applications with similar settings. Bottles also features Eagle, a tool that recommends optimal Wine setups, and allows easy backup and restoration of configurations, ensuring a clean system.

AppWizard

July 1, 2026

Why B3 chose Android for secure AI-enabled productivity

B3 has deployed a secure mobile solution to 1,000 employees in two weeks using Android Enterprise, enhancing security with AI threat detection and Managed Google Play. The transition is expected to yield a 30% cost savings over the next decade. B3 prioritized security and compliance while providing devices that ensure constant availability and productivity. The deployment process was streamlined through collaboration with Samsung and Android Enterprise's zero-touch enrollment, allowing centralized management of devices. Employees received lightweight devices with 7-inch screens and longer battery life, leading to positive feedback. B3 is also expanding its use of AI to improve productivity and plans to refresh hardware more frequently due to the anticipated cost savings.

Winsage

July 1, 2026

I love the PC, but I’m no longer a fan of Windows

Installing Windows 11 involves a complex setup process that emphasizes Microsoft accounts, OneDrive, and personalized advertising, making it feel more like an advertising campaign than a straightforward installation. Users are encouraged to create Microsoft accounts, with local accounts being less accessible. The installation prompts users to enable various services, which can be frustrating and intrusive. The Start menu has transformed to include recommendations and promotional content, cluttering its functionality. Microsoft makes it challenging to switch default applications, reinforcing reliance on its ecosystem. Windows 11 collects significant diagnostic data, raising privacy concerns, and users must actively seek to disable data collection features. Public institutions in Europe are considering alternatives to Microsoft due to these concerns. The trend towards subscription models, such as Microsoft 365, can feel burdensome for home users. Hardware requirements for Windows 11, including TPM 2.0 and Secure Boot, have rendered many older PCs obsolete. Despite criticisms, Windows remains a powerful operating system essential for many workflows. Linux is gaining popularity, especially among gamers, as a viable alternative. Users desire a less intrusive and more user-friendly version of Windows that restores their control over devices without constant interruptions.

Winsage

July 1, 2026

Microsoft hits back at viral MacBook Neo mocking Windows hardware, but the Windows 11 reputation is the real fight

A viral video comparing Apple's MacBook Neo to a Windows gaming laptop, the HP Victus, received 5.4 million views and was criticized for being an unfair comparison. Microsoft responded by showcasing the Dell XPS 13, emphasizing its features such as a touchscreen, robust build quality, and a starting price of 9 for students. The Dell XPS 13 specifications include a 13.4-inch 2.5K touch display, Intel Core 5 320 processor, 8GB of RAM, and up to 512GB SSD storage. The XPS 13 is positioned as a superior alternative to the MacBook Neo, offering more flexibility in RAM configurations and features that appeal to ultraportable laptop consumers. Despite the hardware advantages of the XPS 13, Microsoft faces challenges with the perception of Windows 11, which may affect consumer sentiment.

AppWizard

June 30, 2026

Game Pass Hits The Open Road With RV There Yet? On Xbox And PC

RV There Yet? is a game developed and published by Nuggets Entertainment, available on Xbox Series X|S and PC, and part of Game Pass for Ultimate, PC, and Premium subscribers. The game is priced at £6.69 for those who wish to purchase it outright. Players navigate through challenges in Mabutts Valley while managing the RV and its occupants, emphasizing teamwork and communication. The gameplay involves driving, resource management, and problem-solving in a cooperative setting. The game is now available for download and supports Xbox Play Anywhere.