agentic AI Archives

Tech Optimizer

July 30, 2026

EDB Says Postgres AI Tops Enterprise AI Data Platform Benchmarks

EnterpriseDB (EDB) has released benchmark results for its EDB Postgres AI (EDB PG AI), showing superior performance compared to various AI data platforms, including vector databases and managed Postgres platforms. The independent testing by McKnight Consulting Group indicated that EDB PG AI outperformed competitors in all evaluated metrics, including query speed, accuracy, and cost efficiency. Key findings include: - EDB PG AI achieved a median query latency of 50 milliseconds at 50 million vectors, making it the fastest platform tested, 80 times faster than Databricks and 21 times faster than MongoDB Atlas. - It demonstrated the highest accuracy for core vector search with a recall rate of 0.911, outperforming MongoDB by 26% and Databricks by 17%. - In a concurrent agent loop test, EDB PG AI completed tasks in 27 milliseconds, significantly faster than MongoDB Atlas (699 milliseconds) and Databricks (5.1 seconds). - EDB PG AI provided 76 times better price performance than Databricks and 34 times better than MongoDB. - The platform integrates vectors, structured data, and analytics within a single operational database, enhancing efficiency and reducing the risk of data inconsistency. The benchmark study assessed the performance of EDB PG AI against Amazon Aurora PostgreSQL, Databricks, Crunchy Bridge, MongoDB Atlas, and open source PostgreSQL, all standardized on equivalent enterprise hardware.

Tech Optimizer

July 29, 2026

EDB Postgres® AI Outperforms Vector Databases, Lakehouses, and Document Stores for Agentic AI on Speed, Accuracy, and Cost

EDB Postgres AI is a pioneering solution that integrates intelligence and data on a unified sovereign foundation, eliminating the need for ETL processes, data duplication, and separate vector stores. Independent benchmarks show that EDB Postgres AI outperforms competing platforms in speed, accuracy, and cost-effectiveness. A study by McKnight Consulting Group indicates that EDB Postgres AI excels in key performance metrics, including query latency, accuracy, cost, and data freshness, outperforming specialized vector databases and other managed Postgres platforms. EDB Postgres AI achieves median query latencies of 50 milliseconds at a scale of 50 million vectors, making it 80x faster than Databricks, 21x faster than MongoDB Atlas, and up to 2x faster than alternatives like Aurora and Crunchy Bridge. It also delivers the highest recall rates for core vector searches, surpassing competitors like MongoDB and Databricks. In tests involving concurrent retrievals, EDB Postgres AI completed a three-arm agent loop in 27 milliseconds, significantly faster than other platforms. In terms of cost efficiency, EDB Postgres AI offers 76x better price performance than Databricks, 34x better than MongoDB, and 23%–28% better than the nearest managed Postgres competitors when considering query speed. The architecture of EDB Postgres AI allows for the integration of vector, filtered, and full-text retrieval in a single query path, ensuring real-time data access and eliminating the need for separate systems.

AppWizard

July 28, 2026

After leaving Epic Games last month, its former ‘Unreal evangelist’ is now building his own game engine

Sjoerd De Jong left Epic Games after 12 years as the lead evangelist for Unreal in June. He plans to create his own game engine, tentatively named Immens, to address the complexities of established engines like Unreal and Unity. De Jong believes there is a need for a modern engine designed from the ground up and envisions incorporating large language models and generative AI tools into the gaming ecosystem. He aims for Immens to be adaptable for AI integration while emphasizing the importance of developers in maintaining the artistry of game creation.

Tech Optimizer

July 10, 2026

Google Cloud: PostgreSQL community contribution updates

Google Cloud actively participates in the PostgreSQL ecosystem by supporting community-driven events and contributing to open-source initiatives. Recent key events include: - **PGConf.dev 2026**: Featured strategic discussions on logical replication and global index architecture, with a consensus to adopt a deparsing-based approach for DDL replication. Dilip Kumar presented on global indexes. - **PGConf India 2026**: Attracted over 580 participants, featuring various sessions including keynotes and technical talks by Google Cloud contributors. - **PGDay Paris & PGDay France 2026**: Matt Cornillon was involved in organizing PGDay France, with sessions led by him and Yves Colin. - **PGDay FOSDEM 2026**: Focused on AI-assisted workflows in PostgreSQL development, with a technical talk by Matt Cornillon. - **PGConf Belgium 2026**: The session was selected as supplementary material for a database exam, indicating student engagement. - **Nordic PG Day 2026**: Google participated as a Partner-level sponsor and hosted a dedicated booth. - **Swiss PGDay 2026**: Featured a demonstration on processing vectors in PostgreSQL. - **Postgres Conference 2026 San Jose**: Google sponsored the event, with Vikas Arora discussing PostgreSQL adaptations for AI workloads. Community leadership roles included: - Dilip Kumar on the Program Committee for PGConf.dev 2026 and the Paper Selection Committee for PGConf India 2026. - Matt Cornillon on the organization committee for PGDay France, and Yves Colin on the Program Committee. Acknowledgment was given to various contributors for their dedication to PostgreSQL conferences.

Winsage

July 2, 2026

Windows Weekly 990: Don’t Be Nostalgic for Stupid

Microsoft has extended the Windows 10 Extended Security Update (ESU) program for consumers by an additional year, now set to end in October 2027. Significant changes are being made to the Windows Insider experience, including a new Windows Update feature and the introduction of five new builds. Microsoft has started offering 8 GB models of its Surface Pro and Laptop, while discontinuing its Surface Go products. HP has partnered with OpenAI, and Anthropic has launched Sonnet 5. Xbox Series X|S prices are set to increase on August 1, coinciding with the discontinuation of the 2 TB X model. Microsoft may lay off approximately 5,500 employees, about 2.5 percent of its workforce. The Minecraft Bedrock edition has introduced closed captions, and Sony plans to cease the sale of physical PS media by 2028.

Winsage

July 2, 2026

Microsoft Copilot OS revealed in LEAKED video: Lightweight Windows OS exploration features new desktop UI built entirely around Copilot and agentic AI

Microsoft is exploring a dedicated AI operating system called Aion, which integrates Microsoft Edge and a new lightweight Windows codebase known as Win3. Aion features a fresh desktop user interface with a Taskbar that includes a "Spaces" feature for organizing applications and websites. It is designed to run exclusively web apps and websites, leveraging Windows 365 for access to traditional desktop applications. The video suggests a version of Aion may operate atop Windows 11, potentially supporting native Windows applications, but the version shown is based on the Win3 codebase, which does not support legacy Win32 apps. The video is reportedly from 2024, and the future of Aion remains uncertain, though elements of its capabilities are being integrated into Windows 11. Microsoft has also introduced Project Solara, which offers an adaptive agentic OS experience, raising questions about the relationship between Aion and Solara.

Tech Optimizer

July 2, 2026

EDB Named a Leader in Multimodel Data Platforms Evaluation

EDB has been recognized as a Leader in The Forrester Wave: Multimodel Data Platforms, Q2 2026, with EDB Postgres AI (EDB PG AI) achieving the highest scores in Vision, Innovation, Roadmap, and Partner Ecosystem criteria. EDB PG AI integrates transactional, analytical, and AI workloads into a unified platform, supporting open-source frameworks and enabling various deployment options. The platform features governance at the data layer and is designed for operational efficiency, allowing organizations to implement sovereign AI quickly. EDB PG AI can be deployed on-premises, in hybrid environments, or across cloud infrastructures, backed by partnerships with companies like Dell, IBM, and NVIDIA.

Winsage

June 26, 2026

Microsoft is turning Windows 11 into an AI operating system

Darren Oberst, co-founder of LLMWare.ai, highlighted the benefits of using local models on neural processing units (NPUs) for optimized AI performance and suggested that businesses can enhance efficiency by scheduling automated agent runs. Leonard Lee, principal analyst at Next Curve, emphasized the importance of safe deployment of agentic AI features being introduced by companies like Samsung and Lenovo. Jack Gold, principal analyst at J. Gold Associates, noted that Microsoft is embedding AI into its Windows operating system, requiring support for multiple AI chip types to provide flexibility for enterprises.

Winsage

June 20, 2026

Microsoft’s AI strategy feels like a beta test — at the expense of Windows and Office

Microsoft has shifted its focus towards generative AI, beginning with its investment in OpenAI in 2019. CEO Satya Nadella has indicated a departure from the company's traditional software-centric vision, emphasizing the need for transformation in light of the AI revolution. The adoption of Windows 11 has been slow, with a survey showing that 30% of HP PCs still run Windows 10, which will reach the end of support on October 14, 2025. Organizations like The Restart Project are helping users transition to Windows 11, while critics argue that Microsoft's upgrade requirements lead to premature obsolescence of functional PCs. Microsoft has launched the Windows K2 program to address user feedback and is exploring an agentic AI operating system. In response to potential EU antitrust fines, Microsoft has unbundled Teams from Office 365, offering a lower-cost option without the collaboration tool. This move has led to a lawsuit from Salesforce, alleging anticompetitive practices. Alternatives like LibreOffice and Euro-Office are emerging, but experts believe they pose limited immediate threats. Additionally, the French government plans to shift from Windows to Linux and replace Microsoft Teams with a domestic platform by 2027. Microsoft's AI initiatives have faced challenges, including backlash over the automatic installation of the Copilot AI app, which was temporarily suspended due to user complaints. Shareholders have filed a class action lawsuit, claiming the company overstated Copilot's success and failed to disclose a revenue decline in Azure. Analysts warn that continued investment in AI without meeting expectations may lead to significant challenges for Microsoft. Reports suggest that Azure was rushed to market, resulting in talent loss and performance issues.

Tech Optimizer

June 20, 2026

EDB Reports Growing Adoption of Postgres AI as Enterprises Build Sovereign AI Foundations

EnterpriseDB (EDB) reported increased global adoption of its EDB Postgres AI (EDB PG AI) platform for managing mission-critical workloads. Research by MIT Technology Review Insights found that organizations prioritizing AI and data sovereignty achieve five times the return on investment. The Industrial Bank of Korea (IBK) migrated 15 core systems to EDB PG AI, reducing licensing costs and enhancing operational flexibility. Shinhan EZ Insurance transitioned its core system to the public cloud using EDB PG AI, achieving 24/7 service and scalability for AI workloads. Other companies like MNTN, Euronext FX, and Kyobo Book Centre are also leveraging EDB PG AI for various applications. EDB has received industry recognition, including being named among the most innovative companies in data and awarded for its data management solutions. EDB PG AI integrates transactional, analytical, and AI workloads, providing a secure and scalable platform for enterprises.