AI application Archives

Tech Optimizer

August 29, 2026

Overcoming the Barriers of Commercial DBs with Open Source and AI… EDB Hosts ‘PostgreSQL AI Summit’

A company's approach to artificial intelligence (AI) begins with determining the optimal structure for data storage and management, often facing challenges such as high costs of commercial databases and reliance on specific enterprise technologies. To effectively utilize AI, companies need to establish new infrastructures, including vector search capabilities, Search Augmentation Generative (RAG) systems, and data lakehouses. EDB is notable for connecting companies and technology partners that have transitioned to open-source databases. On September 3, EDB will host the 'EDB Postgres AI Summit Seoul 2026' at the Sofitel Ambassador Seoul, starting at 10:00 AM. This event is the largest PostgreSQL conference in Korea, themed 'Change the Game,' focusing on the shift from commercial databases to open-source and AI-driven frameworks, featuring real-world case studies. Approximately 300 C-level executives and IT decision-makers from various sectors are expected to attend, with participation by invitation only. The summit will include 15 sessions with customer case studies and technical presentations. Notable discussions will include IBK Industrial Bank of Korea's migration of 15 core systems to PostgreSQL, a semiconductor company's diversification of MPP databases on a DBaaS platform, and Kyobo Book Centre's database modernization strategy. Shopcast will present its development of an 'Agentic Lakehouse' integrating AI technology with a data lakehouse framework. The keynote address will be given by Kim Deok-joong, discussing organizational management strategies for integrating AI agents. The technical sessions will cover the architecture of the 'EDB Postgres AI' platform, which supports AI vector search and RAG, with live demonstrations of the analytics engine ClickHouse and LakeHouse technology for analyzing petabyte-scale data. EDB's domestic distributors and international partners will participate as sponsors. The summit aims to showcase technologies and case studies from the domestic ecosystem, addressing PostgreSQL adoption, system migration, operations, data analysis, and AI implementation. EDB manages transaction, analytics, and AI workloads using Postgres in cloud environments, serving over 1,500 global customers. Herve Timsit, EDB's Chief Revenue Officer, emphasized the event's focus on sharing tangible results and addressing the challenges of commercial databases while investing in AI infrastructure.

AppWizard

August 26, 2026

Gemini is working on a ton of useful UI changes: filters, notifications, and more

Google is developing significant interface updates for its AI application, Gemini, aimed at enhancing user experience. Key features in development include: - A dedicated Notifications section to consolidate alerts related to completed tasks and activities, addressing the issue of disappearing notifications. - An updated Recents section with filters (Unread, Ready, Needs attention, In progress) to help users sort conversations without relying solely on keyword searches. - A Customize section for Gemini Spark, allowing users to discover and manage various skills and applications, enhancing functionality and personalization. - A new setting to hide Gemini’s status bar icon for a cleaner interface, giving users more control over customization. These features are currently in testing and not yet available to the public.

Tech Optimizer

June 6, 2026

Supabase Raises $500M at $10.5B to Accelerate Lead in Agentic Infrastructure

Supabase has secured 0 million in Series F funding, raising its post-money valuation to .5 billion. The funding round was led by GIC, with participation from investors including Accel, Y Combinator, Craft, Felicis, Peak XV, Coatue, Stripe, and Salesforce Ventures. This follows a Series E round just seven months prior, bringing the total capital raised to over 0 million. Supabase's user base has more than doubled since the Series E, with a 600% year-over-year increase in databases. The platform currently has over 250,000 customers and has seen a 370% growth in customer adoption for its Supabase for Platforms service. Supabase has also released a preview of Multigres, an open-source scaling layer for Postgres, which is available under the Apache 2.0 license. Founded in 2020, Supabase serves over 9 million developers and offers a comprehensive backend solution.

Tech Optimizer

June 5, 2026

GIC leads Supabase’s $500M Series F funding

Supabase has secured 0 million in Series F funding, raising its post-money valuation to .5 billion. The funding round was led by GIC, with participation from existing investors including Accel, Y Combinator, Craft, Felicis, Peak XV, and Coatue. Stripe made a second investment in Supabase, and Salesforce Ventures also participated in this round. This funding comes seven months after Supabase's Series E, bringing the total capital raised to over 0 million. The user base has more than doubled since Series E, with a 600% increase in databases year-over-year. Supabase currently serves over 250,000 customers, with a significant number using its infrastructure for AI applications. Supabase for Platforms has seen a 370% growth in customer adoption in the last six months. The company has introduced Multigres, an open-source scaling layer for Postgres, which offers horizontal scaling, sharding, zero-downtime migrations, and high availability while remaining compatible with the Postgres ecosystem.

AppWizard

May 10, 2026

My new favorite AI-powered app switches between 70+ AI chatbots with a tap

Generative AI is increasingly prevalent in digital applications and services. A bi-weekly series will highlight innovative AI applications. AI Hub is an open-source platform that consolidates 78 AI services and chatbots into a single interface, allowing users to filter and run multiple bots simultaneously while focusing on privacy by blocking trackers and ads. Other notable AI applications include Off Grid, which allows local data processing and offline functionality; Yaps, an Android keyboard app that enhances dictation accuracy; and DealHunt, which provides insights on tech deals and pricing history.

Tech Optimizer

April 27, 2026

Why developers are betting on Postgres for AI

Organizations are intensifying the development of AI applications and agents, which rely on access to existing enterprise data to avoid inaccuracies in responses, a phenomenon known as "hallucination." Jensen Huang, CEO of Nvidia, and Phillip Merrick, co-founder of pgEdge, emphasize that structured data is essential for AI effectiveness. PostgreSQL is highlighted as a preferred database for AI applications, with 66% of respondents in the Stack Overflow 2025 Developer Survey indicating they wish to continue using it. Merrick notes PostgreSQL's advantages, including its open-source model, scalability, and ability to handle both structured and unstructured data. The pgEdge toolkit supports the entire lifecycle of AI application development, including document ingestion and vector embedding generation. PostgreSQL offers deployment flexibility and robust security features, making it suitable for critical sectors like finance and healthcare.

Winsage

March 26, 2026

This is probably the first mainstream mini PC that can dual-boot Ubuntu and Windows out of the box — and it even comes with the hottest AI application of 2026

GMKtec has launched the NucBox K13 mini PC, which supports dual-booting of Windows 11 Pro and Ubuntu. It features an Intel Core Ultra 7 256V processor with eight cores up to 4.8GHz and an Intel Arc 140V GPU. The device offers 16GB of LPDDR5X RAM, dual M.2 SSD slots for up to 16TB of storage, Wi-Fi 6E, and five-gigabit LAN. It supports triple 4K display outputs and includes various ports such as USB 3.2 Gen2, USB4, HDMI 2.1, and a 5Gbps RJ45 LAN port. Concerns have been raised about the AI tool OpenClaw, which has known vulnerabilities and has been linked to malware, leading Microsoft to advise against its use on personal or enterprise systems.

AppWizard

February 19, 2026

Android AI app exposes nearly 2m user files – including private videos

A privacy breach involving the "Video AI Art Generator & Maker" app has exposed millions of private user files due to a misconfigured Google Cloud Storage bucket lacking authentication. Since June 2023, approximately 8.27 million media files, including nearly 2 million original user-uploaded files, have become publicly accessible. This includes over 1.57 million private images, more than 385,000 personal videos, and millions of AI-generated assets. The app's developer, Codeway Dijital Hizmetler Anonim Sirketi, has fixed the configuration issue, but users remain at risk for phishing attacks, identity theft, and misuse of their private content. Legal experts suggest the app's privacy documentation may not comply with international standards like GDPR. Additionally, Codeway has a history of similar issues, as another app they developed also faced a security breach exposing 300 million messages from over 25 million users.

Tech Optimizer

January 17, 2026

ClickHouse: $400 Million Series D Raised, Langfuse Acquisition, And Native Postgres Service Debuted

ClickHouse has secured 0 million in a Series D funding round led by Dragoneer Investment Group, with participation from investors such as Bessemer Venture Partners, GIC, and others. The funding will support global expansion and product development, focusing on AI infrastructure and application monitoring. ClickHouse currently has over 3,000 customers on its ClickHouse Cloud platform, with an annual recurring revenue growth exceeding 250% year over year. Recent adopters include Capital One, Lovable, and Airwallex, alongside established clients like Meta and Tesla. ClickHouse has acquired Langfuse, an open-source platform for LLM observability, and introduced a native Postgres service for integrating transactional workloads with its analytical engine. The company is also expanding its ecosystem and geographic reach through partnerships, including one with Japan Cloud and collaboration with Microsoft Azure.

Tech Optimizer

December 20, 2025

Watch Out Elasticsearch! Tiger Data’s PostgreSQL BM25 Search Extension Goes Open Source

Tiger Data has released pg_textsearch as an open-source extension under The PostgreSQL License on GitHub, previously exclusive to Tiger Cloud. This extension allows developers to perform BM25 relevance-ranked keyword searches directly within PostgreSQL, eliminating the need for external search systems like Elasticsearch. Notable features of pg_textsearch include support for 29+ languages, compatibility with partitioned tables, intuitive SQL syntax, a memtable architecture for optimized indexing, and adjustable BM25 ranking parameters. Tiger Data aims to develop a comprehensive Postgres Search Stack that integrates keyword and vector search capabilities.