adoption Archives

Tech Optimizer

August 13, 2026

Databricks Acquires Electric to Give AI Agents Their Own Local Postgres

Databricks has acquired Electric, the team behind PGlite, a WebAssembly-compiled version of Postgres designed for embedded applications, and a real-time synchronization engine. This acquisition is aimed at enhancing Databricks' Lakebase, a managed Postgres offering, by integrating Electric's technology to address local state management for AI agents. PGlite has seen a significant increase in downloads, from 1 million to 13 million weekly, indicating growing developer interest in embedded databases. The acquisition reflects a trend towards decentralized databases for agents, with synchronization ensuring consistency between local and cloud databases. Databricks aims to strengthen its position in the evolving infrastructure for agent-runtime layers, focusing on state and synchronization capabilities.

Tech Optimizer

August 12, 2026

Databricks Acquires Electric to Give AI Agents Their Own Local Postgres

Databricks has acquired Electric, a company known for its contributions to the Postgres ecosystem, including PGlite, a compact version of Postgres for WebAssembly environments. This acquisition includes a real-time synchronization engine that keeps local data copies consistent with a central cloud database. Electric's team will join Neon, a serverless Postgres company previously acquired by Databricks. The integration aims to enhance Lakebase, Databricks' managed Postgres offering, by using PGlite for local data management. PGlite's weekly downloads surged from approximately 1 million to 13 million over the past year, indicating growing developer interest in embedded database models. The acquisition reflects a shift towards decentralized data management for AI agents, with synchronization mechanisms becoming crucial. Databricks is reinforcing its investment in Neon, signaling a deeper relevance of its Postgres offerings. The increase in PGlite downloads suggests early developer interest in local-first database architectures, though widespread production adoption remains uncertain. The emergence of state, identity, payments, isolation, and sync as infrastructure components indicates a competitive landscape for the agent runtime layer, with Databricks strategically positioned in this race.

Winsage

August 11, 2026

Microsoft PowerToys will soon take full advantage of the same AI that powers Copilot+ PCs

Microsoft PowerToys has introduced on-device support for Phi Silica, a small language model, in its latest preview version, enhancing the Advanced Paste feature for clipboard management. Advanced Paste can format clipboard content in various formats, extract text from images using OCR, and transcode audio and video files. It now supports multiple AI models, including local options like Foundry Local and Ollama. The latest version, PowerToys v0.101.2211.0, includes improvements such as enhanced AI customization for Advanced Paste, better dialog handling in the Command Palette, and improved window management features. Mouse Jump has transitioned to the newer WinUI app architecture, and new settings have been added for update channel selection and bug reporting.

AppWizard

August 11, 2026

Xodus Cracks Xbox Authentication and Game Package Decryption to Bring PC Game Pass to Linux

Developers of the Heroic Games Launcher have announced Xodus, an open-source project aimed at enabling access to PC Game Pass on Linux and macOS. Launched on August 10, 2026, Xodus has successfully addressed Xbox identity authentication and the decryption of MSIXVC packages, allowing local play of Game Pass titles for Linux and macOS users. Currently, the only way to access Game Pass on non-Windows devices is through Xbox Cloud Gaming, which requires a Game Pass Ultimate subscription and introduces latency. Xodus employs a layered architecture, including an Xbox Authentication Library (xal-rs) for managing Microsoft account sign-ins and license verification, and a reimplementation of the xgameruntime.dll for license checks and Xbox service access. The project can retrieve MSIXVC game packages using a valid Game Pass subscription and decrypt executables for local storage. However, it does not yet support UWP-based titles and lacks a user-friendly interface for general users. The project is under pressure due to Microsoft's upcoming transition to the MSIXVC2 package format, which Xodus does not currently support. Xodus is in early development with only a command-line interface available, and the team is working on emulating the GDK Gaming Services layer necessary for game initialization. The project is legal as it reimplements Xbox runtime behavior without enabling piracy, but it faces risks if Microsoft alters its authentication infrastructure.

AppWizard

August 10, 2026

Aptoide Returns To Google Play In The US

Aptoide has returned to Google Play in the U.S. after more than a decade, becoming the first alternative Android app store to benefit from recent court-ordered changes promoting competition within the Play Store. Aptoide, based in Portugal, is one of the largest Android marketplaces outside of Google Play, with over 40,000 apps and around 25 million monthly active users, making the U.S. its largest market. This return allows Aptoide to leverage familiar user behaviors for app installation, enhancing its competitiveness, particularly in the gaming sector. The change follows a ruling in the Epic Games lawsuit against Google, which found anticompetitive practices in the Android app ecosystem. Since June 22, 2026, Google has allowed third-party app stores access to its app catalog through the Play Catalog Access Program, facilitating the installation of alternative stores and creating new opportunities for developers and publishers in the U.S. market.

Tech Optimizer

August 5, 2026

Timescale Details PostgreSQL’s Growing Adoption Across Industries in 2024

Timescale has released its State of PostgreSQL 2024 Report, highlighting PostgreSQL's growing role as the preferred database for AI applications. Key findings from a survey of 688 developers indicate that 78.6% prefer PostgreSQL for its ability to manage diverse data types, including vectors. There has been a 65% increase in PostgreSQL usage compared to the previous year, with 55.3% of developers now using AI tools, reflecting a 55% year-over-year growth. Additionally, 60% of developers use PostgreSQL for both personal and professional projects, a 20% increase from last year. PostgreSQL is recognized for its stability, extensibility, and developer-friendly nature, making it a strong alternative to specialized databases. Developers cite data integration flexibility (78.6%) and ease of use (56%) as key reasons for their preference. PostgreSQL's capabilities have led to its adoption across various industries, including finance, healthcare, and IoT, due to its proficiency in handling transactional and analytical workloads. Timescale is enhancing PostgreSQL's AI capabilities with innovations like pgai and pgvectorscale.

AppWizard

August 4, 2026

Samsung follows LG in killing Smart TV apps that rent out your internet

Security researchers found that several Samsung Smart TV applications, including Pac-Man, were embedding residential proxy SDKs from data brokers like Bright Data. In response, Samsung has banned the inclusion of residential proxy functionality in new app submissions and is working to remove existing apps with such software. The investigation by Norwegian cybersecurity firm Mnemonic revealed that the Bright Data SDK was integrated into various gaming applications, some promoted by Samsung. While Samsung TVs were not automatically sharing internet connections, the SDK could be activated remotely by developers, requiring user consent. Once consent was granted, the proxy service could operate in the background. Many Samsung TV applications were found to download most of their code from remote servers, complicating verification processes. The issue of residential proxy software is not limited to Samsung, as it has also been identified in various Android apps and devices. Following these findings, LG and Google have also taken measures to address the risks associated with residential proxy networks.

Winsage

August 1, 2026

Windows 10 users were right: Microsoft admits its end of support was the real Windows 11 sales driver

Microsoft has reported a significant revenue of billion in its fiscal fourth-quarter report for 2026, exceeding Wall Street predictions, despite a 7% decline in Windows OEM and Devices revenue and a 5% drop in Windows OEM revenue. The company has extended support for Windows 10 until October 2027, acknowledging that many users are not ready to upgrade to Windows 11. Approximately 30% of HP's installed base remains on Windows 10, which HP views as an opportunity for growth. Dell has shifted its focus away from AI PCs to gaming and hardware quality due to the limitations of the AI PC narrative. Microsoft is facing challenges with sluggish Windows 11 adoption rates and is focusing on enhancing the platform's core functionalities.

Tech Optimizer

July 29, 2026

After rewriting SQLite in Rust, Turso turns its sights on Postgres

Cloud database provider Turso is developing a Postgres-compatible implementation based on its SQLite-compatible database, which was created from scratch in Rust. CEO Glauber Costa believes Postgres can benefit from modernization for cloud-native applications. Turso's SQLite reimplementation, now called Turso, uses a virtual machine architecture that may eventually support other database frontends, including MySQL and Redis. The company initially forked SQLite into libSQL but later pivoted to a cloud service named Turso. They focused on a virtual machine architecture for their rewrite, which translates SQL queries into a custom bytecode language. Turso has developed a Postgres-compatible prototype named pgmicro, which aims to run existing applications with minimal modifications. The company is also working on a database-as-a-cloud service that will allow customers to use various database types on the Turso platform.

Winsage

July 25, 2026

How Valve’s desperation to escape Windows 8 turned it into a Linux powerhouse

In 2012, Valve's CEO Gabe Newell expressed concerns about Microsoft's control over the PC market due to Windows 8, prompting the company to explore Linux and develop SteamOS. Valve addressed the "chicken and egg" issue of game compatibility on Linux by introducing Proton, a compatibility layer that allows Windows games to run on Linux without separate versions. The company also began contributing to the Linux ecosystem by upstreaming improvements in graphical rendering and developing the RADV open-source Vulkan driver for AMD GPUs. Valve has made SteamOS available for free download and installation on personal computers, aiming to compete with Windows in the gaming sector and promote broader Linux adoption. As a result, Valve has become a significant player in the Linux landscape, enhancing the gaming experience and benefiting the open-source community.