frameworks

Tech Optimizer
June 12, 2025
The demand for real-time data in artificial intelligence is increasing, but integrating data from legacy systems poses challenges due to traditional ETL pipelines that can introduce latency. Open-source Postgres is favored for operational needs, and Neon offers a new approach to database creation using AI agents. Databricks has launched Lakebase, a managed Postgres database for AI applications, after acquiring Neon. Striim has expanded its Postgres offerings to enable high-throughput data ingestion from Neon into Databricks for real-time analytics and supports rapid data delivery from legacy systems into Neon. Striim's platform allows real-time replication of operational data from various traditional systems to Neon, real-time ingestion into Databricks, and enhances generative AI applications with inline data enrichment. Alok Pareek from Striim highlighted the importance of this expansion for Postgres-native teams to build real-time AI architectures. Striim also supports Databricks Delta Lake and SQL2Fabric-X for real-time SQL Server data access. Striim's platform processes over 100 billion daily events with sub-second latency, aiding proactive decision-making.
Tech Optimizer
June 12, 2025
Databricks has launched Lakebase, a fully managed Postgres database designed for AI applications, currently in Public Preview. It integrates an operational database layer into Databricks' Data Intelligence Platform, facilitating the development of data applications and AI agents in a multi-cloud environment. Lakebase uses Neon technology within a lakehouse architecture, allowing for efficient real-time data processing and scalable operations. Key features include independent scaling of compute and storage, low latency under 10 milliseconds, high concurrency over 10,000 queries per second, rapid launch times under a second, and a consumption-based payment model. It also offers data synchronization with lakehouse tables, an online feature store for machine learning, and is managed entirely by Databricks with built-in security features. During its Private Preview, Lakebase attracted participation from hundreds of enterprises across various sectors. It is supported by a partner network including Accenture, Deloitte, and others, and will receive further enhancements in the coming months.
Tech Optimizer
June 10, 2025
Databricks acquired Neon for billion, which specializes in serverless PostgreSQL services and claims that 80% of its databases are generated by AI. This acquisition aims to integrate Neon's architecture into the Databricks Data Intelligence Platform. Snowflake 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: In recent weeks, the landscape of database technology has witnessed significant shifts as both Snowflake and Databricks have strategically utilized their acquisition funds to enhance their offerings in the PostgreSQL domain. Databricks Acquires Neon In May, Databricks, known for its data lake solutions built around Apache Spark, made headlines by acquiring Neon for a reported billion in equity. Neon specializes in serverless PostgreSQL services and has made a remarkable claim that 80 percent of the databases it provisions are generated automatically by AI agents rather than human intervention. This acquisition is poised to integrate Neon's innovative architecture into the Databricks Data Intelligence Platform, enabling developers and enterprise teams to efficiently construct and deploy AI-driven systems. Snowflake's Purchase of Crunchy Data Following this, at the beginning of the month, Snowflake, a prominent player in the cloud data warehouse sector, announced its acquisition of Crunchy Data for 0 million. Crunchy Data is recognized for providing PostgreSQL clusters that support both transactional and analytical systems across various environments, including managed cloud services, Kubernetes deployments, and on-premises solutions. Snowflake plans to leverage this acquisition to develop "Snowflake Postgres," allowing users to run any Postgres-dependent application directly on its data and analytics platform. Strategic Insights from Industry Leaders Databricks CEO and co-founder Ali Ghodsi articulated the vision behind the Neon acquisition, emphasizing the intent to attract not only startups but also enterprise customers. He noted that approximately 70 percent of their clientele operates legacy databases that are costly and stagnant. Ghodsi highlighted the eagerness of enterprises to transition to modern solutions that align with the demands of the AI era, revealing that extensive discussions over the past six months confirmed strong interest in the acquisition. Henry Cook, a senior director analyst at Gartner, remarked on the implications of these acquisitions for both Snowflake and Databricks. He pointed out that their historical focus on analytical systems positions them well to penetrate the operational and transactional market over time. Cook noted a growing trend towards the integration of transactional and analytical systems, where transactional data feeds into analytical frameworks, allowing for real-time insights and feedback. This evolution could enable users to create applications that blend both analytical and transactional functionalities. Impact on the PostgreSQL Community For the PostgreSQL community, these developments signify a promising expansion of choices and support for the open-source database. Robin Schumacher, a senior research director and analyst at Gartner, highlighted the challenges faced by data warehouse and analytic vendors attempting to enter the operational database management system (DBMS) market. While companies like Teradata and Vertica have struggled, Snowflake's introduction of Unistore has seen limited traction. Schumacher believes that the trust associated with PostgreSQL could provide both Snowflake and Databricks a unique opportunity to succeed where others have faltered." max_tokens="3500" temperature="0.3" top_p="1.0" best_of="1" presence_penalty="0.1" frequency_penalty="frequency_penalty"] million, known for providing PostgreSQL clusters for various environments, to develop "Snowflake Postgres" for running Postgres-dependent applications on its platform. Databricks CEO Ali Ghodsi noted the intent to attract enterprise customers transitioning from legacy databases. Gartner's Henry Cook mentioned the potential for integrating transactional and analytical systems, while Robin Schumacher highlighted the opportunities for Snowflake and Databricks in the PostgreSQL community amidst challenges faced by other vendors.
Winsage
June 3, 2025
Microsoft is enhancing user autonomy for Windows users in the European Economic Area (EEA) by allowing them to uninstall the Microsoft Store and remove prompts to set Microsoft Edge as the default browser. Users can now set alternative browsers like Chrome, Firefox, or Brave as their default, with these choices automatically pinned to the taskbar unless opted out. The updates extend browser functionality to additional formats such as "read," ftp, and .svg. These changes are being rolled out in the beta channel and are expected to be available on Windows 10 and Windows 11 by July. Applications installed through the Microsoft Store will continue to receive updates even if the Store is removed, and users can reinstall it at any time. Third-party apps will be integrated into Windows Search, and users can rearrange their preferred search providers. The Microsoft Bing app, Widgets Board, and Lock Screen will open web content using the user's default browser, with these changes anticipated to roll out in early June.
AppWizard
May 30, 2025
The Vietnamese government has instructed telecommunications companies to block the Telegram messaging app, citing security concerns and the dissemination of "anti-state" content. This directive was issued by the Telecommunications Department and requires service providers to report compliance by June 2. A document from the Ministry of Public Security indicated that 68% of approximately 9,600 Telegram channels and groups in Vietnam were classified as “bad and toxic,” involved in activities such as anti-state messaging, fraud, and drug trafficking. The government referenced Article 9 of the Telecommunications Law and Decree 147 to justify the ban, claiming Telegram had not complied with regulations. Despite the ban, Telegram remained accessible in Vietnam as of the report date. Telegram expressed surprise at the government's actions and confirmed it is responding to legal requests from Vietnam.
Tech Optimizer
May 29, 2025
Hackers are increasingly using sophisticated techniques to entice users into downloading malware, with many individuals still falling victim to basic social engineering tactics. A counterfeit website mimicking the legitimate antivirus program Bitdefender has been created, which could mislead users. This spoofed site hosts a bundled executable named StoreInstaller.exe that contains malware configurations linked to VenomRAT, capable of remote access, credential theft, keylogging, and data exfiltration. The counterfeit site closely resembles the legitimate one, making it difficult for untrained users to distinguish between them. Users are advised to download antivirus software only from reputable sources and to verify the authenticity of the website before proceeding.
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