surveys

Tech Optimizer
June 12, 2025
Databricks has launched Lakebase, a fully managed Postgres database, during the Data + AI Summit 2025. Lakebase is currently in public preview and integrates with Databricks' Data Intelligence Platform, targeting AI-driven application development. It introduces an operational layer to the lakehouse ecosystem, allowing developers to build AI applications on a multi-cloud platform. The database architecture, powered by Neon, separates compute from storage for independent scaling, ensuring low latency and high concurrency. Lakebase supports rapid deployment and a usage-based pricing model, and features include copy-on-write clones for development and testing. Databricks aims to create a new category in the database market with Lakebase, which is built on open-source Postgres and compatible with existing tools. The operational database market is valued at over 0 billion, and recent surveys indicate PostgreSQL's rising popularity among developers. The launch follows Snowflake's acquisition of Crunchy Data to enhance its Postgres offerings, indicating a trend towards PostgreSQL in the industry.
Tech Optimizer
June 9, 2025
Snowflake has acquired Crunchy Data for [openai_gpt model="gpt-4o-mini" prompt="Summarize the content and extract only the fact described in the text bellow. The summary shall NOT include a title, introduction and conclusion. Text: The rivalry between Snowflake and Databricks has taken an intriguing turn, extending its reach into the burgeoning realm of PostgreSQL. This shift signifies a strategic pivot as both companies seek to capitalize on the growing demand for robust database solutions tailored for AI applications. In a bold move, Snowflake has recently acquired Crunchy Data for 0 million, while Databricks has made headlines by purchasing Neon for a staggering billion. These acquisitions are not merely about expanding their portfolios; they represent a calculated effort to harness the capabilities of PostgreSQL in the context of AI-driven data management. Snowflake's acquisition announcement, detailed in a blog post, highlights PostgreSQL as a favored choice among developers, owing to its flexibility, cost efficiency, and inherent AI features, such as vector support (pg vector). The open-source nature of PostgreSQL, coupled with its vibrant ecosystem, further enhances its appeal. “We’re tackling a massive 0 billion market opportunity and a real need for our customers to bring Postgres to the Snowflake AI Data Cloud,” stated Vivek Raghunathan, Snowflake’s SVP of engineering. Why are the Giants Betting on PostgreSQL? “PostgreSQL’s ecosystem and extensions are growing fast. More people now know this database better than any other. pgvector gave it a big push,” remarked Arpit Bhayani, creator of DiceDB, when asked about PostgreSQL's rise as the preferred database for AI-native applications. Snowflake Postgres builds upon the company's earlier foray into transactional data with Unistore, which integrates transactional and analytical workloads within a single system. By enhancing native PostgreSQL support, Snowflake Postgres aims to provide enterprises with a production-ready solution for transactional applications that require compatibility with PostgreSQL. The open-source relational database PostgreSQL has seen a surge in popularity, surpassing MySQL as the most favored database among developers, according to Stack Overflow’s 2023 and 2024 Developer Surveys. Its capabilities in handling geospatial data (via PostGIS), time series data (via TimescaleDB), JSON, and vector embeddings (via pgvector) position it as an ideal choice for AI applications. In a recent LinkedIn post, senior data engineer Avinash S emphasized that these acquisitions signify more than just the addition of another database. He views them as a strategic bet on PostgreSQL as the backbone of the AI-native era, particularly in its serverless and cloud-native forms. “Imagine AI agents spinning up databases for every real-time task or experiment, then discarding them. Traditional databases can’t handle this ‘disposable’ scale. Serverless Postgres delivers the rapid provisioning, elasticity, and cost-efficiency that AI agents desperately need to work autonomously and at speed,” he elaborated. “It’s not just agentic. Because many people are talking about it and using it, it has become the de facto standard,” Bhayani noted, although he cautioned that the assumption of AI agents creating databases may be overly optimistic. Factorial Advisors echoed this sentiment in a blog post, asserting that Databricks’ acquisition of Neon aligns with its broader ambition to construct a unified data intelligence platform. “With over billion in financing and a recent billion valuation, Databricks has the financial muscle to keep acquiring,” they wrote, highlighting previous acquisitions like Tabular ( billion) and MosaicML (.3 billion). Neon addresses the increasing demand for databases that operate at ‘agentic speed’ while maintaining cost-effectiveness through pay-as-you-go models. These strategic moves position both Snowflake and Databricks to challenge hyperscalers like AWS, Microsoft Azure, and Google Cloud, which offer managed PostgreSQL services seamlessly integrated with their AI stacks. Neon vs Crunchy Data Established in 2012, Crunchy Data specializes in providing a comprehensive, production-ready PostgreSQL solution that encompasses backups, high availability, disaster recovery, connection scaling, and monitoring. This service supports mission-critical deployments across cloud, on-premises, and hybrid environments. Snowflake has asserted that its new offering, Snowflake Postgres, will facilitate the integration of transactional Postgres data into its platform, thereby accelerating innovation and granting developers enhanced agility, visibility, and control to construct reliable AI agents and applications more swiftly. Crunchy’s expertise ensures that Postgres-powered applications can operate natively on Snowflake without necessitating code rewrites. Developers stand to gain from built-in connection pooling, performance metrics, and logging, simplifying the process of building and managing scalable applications. Conversely, Databricks CEO Ali Ghodsi emphasized that frontier LLMs have been trained on extensive datasets from the Postgres open-source ecosystem, rendering AI agents inherently adept at utilizing Neon, which is built on PostgreSQL. He highlighted that Databricks and Neon share a foundational technical infrastructure and a commitment to open source, noting that Databricks originated the Apache Spark project at UC Berkeley, the same institution where PostgreSQL was developed. Ghodsi pointed out that OLTP databases, a 0 billion market, remain largely dominated by legacy products. With Neon, Databricks aims to disrupt this landscape by crafting the most developer- and AI agent-friendly database platform available. Since Neon became generally available last year, the proportion of databases created by AI agents has surged from around 30% to over 80%, indicating a significant shift towards AI-driven database creation. The rush towards PostgreSQL is palpable, with Snowflake and Databricks actively acquiring niche providers to enhance their offerings. This trend transcends mere database proliferation; it signifies a readiness for AI, real-time data processing, and the evolving demands of large-scale enterprises. These acquisitions also reflect a broader consolidation trend within the data and AI infrastructure market. Recent transactions, such as Salesforce’s billion acquisition of Informatica, ServiceNow’s purchase of Data.World, and Alation’s acquisition of Numbers Station, illustrate how companies are racing to establish comprehensive AI-ready platforms. According to Bhayani, much of this activity is driven by the imperative to acquire customers and specialized expertise." max_tokens="3500" temperature="0.3" top_p="1.0" best_of="1" presence_penalty="0.1" frequency_penalty="frequency_penalty"] million, while Databricks has purchased Neon for billion. Both companies are focusing on PostgreSQL to enhance their database solutions for AI applications. PostgreSQL has gained popularity among developers, surpassing MySQL as the most favored database, due to its flexibility and features like vector support. Snowflake aims to integrate PostgreSQL data into its platform with Snowflake Postgres, while Databricks seeks to leverage Neon to create a developer-friendly database platform. The trend towards PostgreSQL is part of a broader consolidation in the data and AI infrastructure market, with companies acquiring specialized expertise to build comprehensive AI-ready platforms.
Winsage
May 30, 2025
Microsoft has launched Windows Backup for Organizations, a tool designed to assist businesses in securely backing up and restoring Windows settings during the transition from Windows 10 to Windows 11. This tool is particularly useful for organizations upgrading multiple laptops, as it helps minimize manual adjustments. As of April 2025, 52.9% of Windows users are still on Windows 10, while Windows 11 has a market share of 43.7%. Users are encouraged to back up data before upgrading, and alternatives like Linux are suggested for those hesitant to switch to Windows 11, especially for older hardware.
Winsage
May 15, 2025
Microsoft will continue to provide security updates for Microsoft 365 applications, including PowerPoint, Word, and Excel, on Windows 10 until October 10, 2028, despite the end of official support for Windows 10 on October 14, 2025. A misleading blog post suggesting that Microsoft 365 Apps would cease support on Windows 10 after the 2025 deadline was clarified by a Microsoft spokesperson as not being an official announcement. Extended Security Updates (ESU) are now available to individual consumers, previously limited to commercial clients and educational institutions. Users can purchase ESU, consider third-party security patches, or transition to Linux if they wish to move away from Microsoft’s ecosystem. Additionally, Microsoft recently announced layoffs of 7,000 employees.
Winsage
May 2, 2025
Microsoft CEO Satya Nadella announced the transition from Windows 10 to Windows 11 during the third-quarter earnings call, highlighting that Windows 10's end-of-support date is October 14, 2025. Windows 11, launched in 2021, has seen a nearly 75% increase in commercial deployment since last year. Surveys show that Windows 10's user base dropped from 70% in April 2024 to 54%. The upgrade to Windows 11 is free for eligible hardware, but the system requirements are more demanding. Windows contributes only 9% to Microsoft's overall income in fiscal year 2024.
Tech Optimizer
April 10, 2025
In 2025, PostgreSQL has a usage rate of 45.55%, while MySQL has a usage rate of 41.09%. PostgreSQL is preferred for applications requiring complex queries and robust data management, while MySQL is favored for speed and efficiency in read-heavy environments. PostgreSQL was named DBMS of the Year 2023 for the fourth time since 2017, with its latest version released in September 2023 featuring performance and replication enhancements. Developer surveys show PostgreSQL adoption has increased from 33% in 2018 to nearly 50%. MySQL is recognized for its rapid performance and ease of implementation, particularly in e-commerce and content management systems. Performance tests indicate PostgreSQL is approximately 1.6 times faster than MySQL in complex query scenarios. PostgreSQL offers built-in row-level security and encryption, while MySQL provides a user-friendly interface and solid security measures. PostgreSQL excels in managing large datasets and complex operations, whereas MySQL uses a distributed systems approach for workload management.
AppWizard
February 23, 2025
Surveys indicate that today's youth prefer narratives focused on platonic friendships and social connections over romance and sexual themes. At the D.I.C.E. Summit, industry leaders shared that 73% of individuals aged 16 to 24 report feelings of loneliness, attributed to various factors including global events and social media. Research from UCLA shows young people value safety, kindness, acceptance, friendship, and spiritual connection, with a growing disinterest in romance. The 2024 Teens and Screens report reveals that "romance and/or sex" ranked 15th out of 21 media preferences among adolescents, while "friendships and social groups" ranked 5th. The desire for content focused on platonic relationships rose from 51.5% in 2023 to 63.5% in 2024, and the belief that sexual content is not essential to advance a plot increased from 47.5% to 62.4%. Additionally, adolescents are engaging in sexual activity less frequently than previous generations. Mainstream video games have historically featured minimal sexual and romantic content, with recent titles like Baldur's Gate 3 exploring these themes more deeply.
AppWizard
February 13, 2025
Apple TV+ will be available on Android devices starting February 12, marking the first time the app is accessible on Android platforms, specifically for devices running Android 10 or newer. Users can subscribe to Apple TV+ and the MLS Season Pass through the app. Prior to this, the app was compatible with various devices, including Roku and smart TVs. Apple reported .12 billion in revenue from its services sector in the fourth quarter, a 14% increase year-over-year, and has surpassed 1 billion subscriptions. In October, Apple TV+ was added to Amazon Prime Video's subscription options in the U.S. The streaming industry is facing challenges such as consumer dissatisfaction and rising subscription costs.
AppWizard
February 4, 2025
Google Opinion Rewards may increase the number of surveys available to users who opt for personalized ads. The app rewards users with Google Play credits for completing surveys and has relied on location history for tailoring questions. The latest version of the app includes a feature called Enable Personalized Ads, which encourages users to share more personal data in exchange for additional survey opportunities. Users can review their data in the Google Ad Center after activating this setting. Opting into personalized ads may lead to more frequent surveys, potentially increasing earnings from the app. However, the relationship between personalized ads and survey frequency is unclear, as personalizing content may sometimes reduce available surveys. Users must consider the trade-offs between data sharing and potential rewards.
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