catalog Archives

AppWizard

September 6, 2026

I spent months testing the top Android keyboards; one easily replaced Gboard for good

The author initially favored Google Gboard but began exploring alternatives due to declining typing accuracy and clipboard management issues. They found Microsoft SwiftKey's stable version effective for swiping, predictive text, and multi-language support, but were disappointed with its voice input feature. Transitioning to SwiftKey Beta improved voice typing significantly, though it still lacks support for some niche languages and font scaling options. FUTO Keyboard is noted for its privacy and offline functionality but has limited language support and clipboard management. Samsung Keyboard, now the author's primary choice on their Galaxy Tab, offers deep integration with One UI and improved text prediction, though voice input still needs work. Gboard remains competent, especially in voice typing, but the author feels it is becoming less appealing due to data harvesting concerns and limited customization. Currently, the author plans to continue using Microsoft SwiftKey Beta, which meets most of their typing needs.

Tech Optimizer

September 4, 2026

Object Storage + WAL: Lakebase Postgres for the agentic era

Agents interacting with traditional OLTP databases face bottlenecks at the storage layer due to data movement required for operations like deploying instances and managing replicas. Object storage solutions, such as Amazon S3, provide a more efficient and cost-effective alternative. The text discusses two OLTP models: data-centric and transaction-centric. The transaction-centric model emphasizes the importance of transaction history, which Postgres retains through its write-ahead log (WAL). The WAL records every modification before it is committed, allowing for the reconstruction of the database state as of a specific point in time. Lakebase Postgres introduces a two-layer architecture separating compute and storage. The compute layer handles SQL operations, while the storage layer ensures data durability and historical integrity. The WAL is streamed to safekeepers for replication, and the pageserver transforms WAL into materialized pages stored in object storage. This architecture allows for efficient read and write operations without direct interaction with object storage during queries. Key features of Lakebase Postgres include branching, which allows agents to create pointers to specific LSNs without copying data; instant restore capabilities that enable point-in-time recovery; time travel queries for accessing historical data; and read replicas that do not require data duplication. The system also supports scaling down idle compute nodes and eliminates the need for separate copies of data for transactional and analytical processing by storing a single durable copy in object storage. Overall, Lakebase Postgres enhances agent interactions with the database by leveraging object storage as a foundational element.

Tech Optimizer

September 4, 2026

12-Year-Old PostgreSQL Vulnerability Enables Database, Server Takeover

A significant vulnerability in PostgreSQL, tracked as CVE-2026-6471, has been identified by cybersecurity firm Cyera. This flaw, present since 2014, allows attackers with minimal privileges to potentially take control of databases and servers. The vulnerability, known as PostGREShell, has a CVSS score of 7.2 and can be exploited for remote code execution and privilege escalation due to a missing authorization in the database's logical decoding mechanism. Attackers with 'Replication' privileges can load arbitrary files through the logical decoding plugin, executing code with the privileges of the postgres system user. This can lead to the elevation of privileges to superuser status, granting unrestricted access to all tables and the ability to execute operating system commands. All PostgreSQL versions from 9.4 to 18 are affected, with a patch available in versions 18.6, 17.11, 16.15, 15.19, and 14.24. Organizations are advised to update their PostgreSQL instances and audit their Replication accounts.

AppWizard

September 4, 2026

Xbox Cloud Gaming Limits Start in November: 15 Hours on Ultimate

Microsoft will implement monthly limits on Xbox Cloud Gaming starting in November 2026. Game Pass Ultimate members will receive 15 hours of cloud gaming per month, Premium members will have 10 hours, and Essential members will have 5 hours. Additional hours can be purchased, but pricing details are not yet available. Currently, Game Pass subscribers have unlimited access to cloud gaming. Microsoft estimates that only about 4% of subscribers will be affected by these new limits. The service will be accessible on various platforms, and Microsoft plans to expand the library of games available for cloud streaming. The decision to impose limits is attributed to rising infrastructure costs due to increased usage. Specific details regarding the purchase of additional hours and other related information are still pending.

AppWizard

September 2, 2026

Fully Playable Scream Game Found in Steam Leak [2026]

A horror game based on the Scream film franchise was discovered in the Steam data leak that occurred from August 29 to 31, 2026. The game, an unfinished multiplayer prototype created by Fatshark, was found by a Twitter user named Roly Poly Reaper, who managed to run it on their computer and enable online multiplayer. The prototype included several unfinished builds, with one featuring operational networking code that allowed players to take on the roles of survivors evading a player-controlled Ghostface. The project appears to have been a pitch build, never fully greenlit for production, and was stored in Valve’s old Steam2 backend for approximately 15 years before the leak. Roly Poly Reaper used the Goldberg Steam emulator and Radmin VPN to run the game, circumventing the need for a live connection to Valve’s servers. Fatshark, known for cooperative shooters, had reportedly built the Scream prototype around 2011, coinciding with the release of Scream 4. The prototype's existence predates the popularization of the asymmetric horror genre by several years. The Steam2 leak itself involved approximately 12 to 13 terabytes of data, including various internal builds and beta versions from Valve and third-party developers. Valve has not publicly commented on the leak.

Tech Optimizer

September 1, 2026

Autoscaling Lakebase Postgres

Choosing a database instance size without prior knowledge of the workload can lead to inefficiencies and excessive compute usage. Lakebase Postgres addresses this with an autoscaling feature that eliminates manual sizing, utilizing in-place VM resizing and a monitoring algorithm for CPU, memory, and working set size. Lakebase Postgres separates compute and storage layers, allowing independent resizing of compute nodes without affecting the database. The autoscaling algorithm relies on three signals: CPU load (cpuGoalCU), memory use (memGoalCU), and compute-cache working set size (lfcGoalCU). The CPU load is monitored every five seconds, aiming to maintain it at or below 90% capacity. Memory usage is tracked at two frequencies: overall memory every five seconds and Postgres-specific memory every 100 milliseconds, with a goal to keep usage below 75% of allocated RAM. The compute cache evaluates active data access efficiency, adjusting size based on workload. The working set is estimated using a modified HyperLogLog algorithm that records timestamps for page accesses, allowing for distinct page estimates over various time frames. The algorithm projects future working-set growth to allocate sufficient cache while capping it at 75% of RAM. Resizing the compute involves four components: the autoscaler-agent, vm-monitor, Kubernetes scheduler, and NeonVM. Scaling up occurs when any of the three goals indicate a need for more resources, while scaling down includes verification to ensure sufficient memory remains for operations. Timely adjustments in both directions are prioritized to minimize costs.

Winsage

August 28, 2026

Windows on Arm just hit 7,000 compatible apps. It’s still not enough

Windows on Arm offers energy-efficient performance with extended battery life, minimal heat generation, and quiet operation. However, compatibility issues arise as most applications are designed for x86/x64 systems, making it difficult for Arm-based systems to run them effectively. A significant resource, the "Works on Windows on Arm" website, lists over 7,000 apps and games that support Arm architecture, including popular applications like Adobe Photoshop and Firefox. Microsoft plans to launch Arm-based computers from major manufacturers, but the number of compatible apps is still a small fraction of those available for traditional Windows systems. For non-native Arm applications, Microsoft provides an emulation solution through Prism in Windows 11, though this does not perform as well as native support. Gamers face challenges with current Snapdragon laptops, which struggle to deliver a smooth gaming experience, and the existing app offerings do not meet the gaming community's needs.

AppWizard

August 27, 2026

Double Fine Productions Makes Brutal Legend Free for 666 Minutes to Honor Tim Curry

Double Fine Productions has reclaimed the rights to its entire catalog after parting ways with Microsoft. The studio is offering fans the chance to download the game Brutal Legend for free for 666 minutes in tribute to Tim Curry, who voiced a character in the game and passed away at the age of 80. This offer is available until 3:06 AM PT / 6:06 AM ET on August 27. IGN's Daemon Hatfield rated Brutal Legend 9 out of 10, praising its unique blend of humor, music, and gameplay. Double Fine plans to revive its Amnesia Fortnight game jam as it prepares for future projects.

Tech Optimizer

August 26, 2026

How to Protect Against Ransomware: 13 Steps [2026]

Global ransomware attacks increased by 0.8% quarter-over-quarter in Q2 2026. The group Qilin has 279 confirmed victims, maintaining its position as the leading threat actor for four consecutive quarters. The rival group The Gentlemen saw a 62% increase in victims, reaching 269. Checkpoint Research's report indicates a shift in the ransomware landscape, challenging the narrative of declining attacks. IBM's analysis shows breaches within supply chains and third-party vendors have quadrupled over the past five years. Effective ransomware protection requires administrative access to endpoints, firewalls, and backup systems, along with specific software versions and tools. The 3-2-1-1-0 backup strategy is recommended, emphasizing offline, immutable backups. Organizations should implement multi-factor authentication (MFA) across all access points and actively patch known vulnerabilities. Network segmentation is crucial to limit ransomware spread, and canary files can provide early warnings of attacks. Regular phishing simulations and a well-documented incident response plan are essential for preparedness.

Winsage

August 25, 2026

Microsoft Touts Windows on Arm Ahead of Nvidia RTX Spark

In June, Microsoft and Nvidia introduced the Windows on Arm-based RTX Spark chipsets, signaling a shift in personal computing. New PCs, including models from Microsoft’s Surface line, are expected soon, driven by increasing customer demand for efficient Windows on Arm devices. This interest follows Apple's announcement of its Arm-based chips, prompting Microsoft to adapt to the changing market. Klaus Diaconu from Microsoft indicated that Nvidia RTX Spark PCs from manufacturers like ASUS, Dell, HP, Lenovo, and MSI are set to launch in fall 2026. The growth of the Windows app ecosystem is also noted, with over 7,000 verified apps and games available for Windows on Arm. Microsoft’s App Assure program collaborates with developers to enhance application representation in this ecosystem. Significant advancements in compatibility have been reported across various app categories since the last update. Diaconu emphasized that Windows on Arm is now characterized by a growing ecosystem of PCs and applications that meet consumer needs. Microsoft has not explicitly referenced "Windows 11" in its communications, focusing instead on the "Copilot+ PC" narrative.