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    November 2, 2026

    33 stories

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    1. AiSOC: An Open AI Security Operations Center System

      AiSOC is an open-source AI security operations center featuring alert fusion, LLM intelligent event triage, and MITRE ATT&CK investigation functions.

    2. Kornia: A Geometric Computer Vision Library for Spatial AI

      Kornia is an open-source Python-based computer vision library focused on geometric operations in spatial AI.

    3. Handy: Fully Offline Open-Source Speech-to-Text Application

      Handy is a free and extensible cross-platform speech-to-text tool emphasizing completely offline operation to guarantee privacy.

    4. public-apis: A Collection of Free Public APIs

      public-apis provides a well-organized list of abundant and free public APIs, enabling developers to quickly find needed data sources.

    5. Kronos: A Foundation Model for Financial Market Language

      Kronos is a foundation model specifically designed for the language of financial markets, aiming to enhance the understanding and analysis of financial data.

    Product

    1. agentmash: An Open-Source Multi-Agent AI Coding Assistant for Team Collaboration

      agentmash is an open-source multi-agent AI coding assistant designed to enhance team coding efficiency and collaborative design.

    2. ernd: A Credit Card Tailored for the AI Ecosystem

      ernd is a credit card specifically designed for the AI technology ecosystem, aiming to help startup teams manage AI-related expenses and fund utilization more effectively.

    Needs

    1. Privacy-Focused Premium TV Demand

      Users who have not bought a TV for years want a 4K large screen TV that respects privacy, and expect the TV to serve only as a display interface for Apple TV without other data collection or operations.

    2. Offline Reusable and Auto-Reminder Travel Packing List App

      Users often forget to bring essential small travel items and desire an offline app that can reuse previous packing lists and remind them of unchecked items before packing.

    3. Need to Simplify Filing Process for Domestic APP Algorithm Service Integration

      Developers inquire about filing process and fees required for domestic APP launch and integration of algorithm interfaces similar to Deepseek, noting related filing fees are relatively high.

    4. Smart Speaker Supporting Mobile Bluetooth Upload and Scheduled Audio Playback

      Users need a speaker that can connect via Bluetooth from a mobile phone to upload audio files and play specified audio on a schedule.

    5. AI-Driven Open Source Project Maintenance Based Only on Requirements and Test Cases

      With advances in AI-generated code, the challenge of reviewing all open source PRs by humans exists. Propose users submit only requirements and test cases; AI generates the implementation, and project maintainers review the requirements.

    News

    1. AI Makes Life Easier for Tech CEOs, What About Everyone Else?

      This article discusses why tech CEOs' remarks on AI are often seen as out of touch with reality, reflecting the perception gap between executives and frontline employees regarding AI technology.

    2. Flock Continues to Ignore Contract Termination Requests, Cities Face Dilemma

      Multiple cities have attempted to terminate contracts with Flock Safety, but the company has not responded to requests, causing surveillance cameras to continue operating; local law enforcement agencies have even resorted to cutting power to stop monitoring.

    3. Cheap AI output can still be costly, how to recognize it?

      Many entrepreneurs purchase AI services to accelerate speed, but later find that the cost of reviewing outputs is not low. Even when using AI to produce content, skilled personnel are needed to effectively review and judge whether the results are suitable for use.

    4. GTA 6 Leadership Draws Inspiration from Skyrim-era Todd Howard: "You Can Go Anywhere"

      The new generation of GTA features far more indoor locations than its predecessors, emphasizing freedom to explore any random location, similar to the open design philosophy of Skyrim.

    5. Apple HomeView May Add Security Camera Features to Enhance Privacy and Monitoring Experience

      Code from HomeView 27.2 update reveals Apple will add security camera features such as motion detection, live streaming, and recording for smart home devices, with emphasis on privacy protection.

    6. TechCrunch Mobility: New Wave of Autonomous Vehicle Boom, AI Plays a Key Role

      Reports indicate that in transportation, autonomous vehicles are entering a new phase of large-scale development, with artificial intelligence as the key driver of this transformation.

    7. Jason’s views on this week’s 20VC: Anthropic S-1, Microsoft acquisition, and my 100-day rule

      Analyzes Anthropic’s S-1 filing, Microsoft's acquisition of a 27% stake and its impact on startups, and proposes strategies and actions entrepreneurs should take within their first 100 days.

    8. Classic Dune RTS Caught in Five-Party Licensing Dispute, GOG Struggles to Resolve

      The classic Dune real-time strategy game remains unreleased due to complex five-party licensing issues, reflecting how licensing disputes impact game rights management.

    9. Federal Government Uses Data Patterns to Identify and Crack Down on AI-Generated 'Ghost Student' Fraud

      The US Department of Justice has charged numerous individuals over abnormal federal student aid data patterns and confiscated over $750,000 in cryptocurrency assets, marking the start of combating fraud involving AI-generated false attendance.

    10. Binance Resumes Withdrawals and Recovers 95% of Stolen Assets, Showcasing Crypto Exchange Resilience

      Cryptocurrency exchange Binance announced it has recovered 95% of assets stolen in a $6.3 billion hack and has resumed user withdrawal services.

    11. Cancelled Legend: Playable Version of Portal Prequel F-Stop Leaked

      An almost complete version of the cancelled Portal prequel game F-Stop has been leaked, allowing players to experience its unique gameplay feature of photographing objects with a camera mechanism and then repositioning them.

    12. Show HN: HackerBooks – a search platform designed for Hacker News books

      Collects about 16,500 books mentioned at least twice on Hacker News since 2007, each linked to related discussion comments, supports data downloads, facilitating developers and entrepreneurs in efficiently exploring the knowledge base.

    13. Overwatch Director Does Not Exclude PvE Content Return, But New Story Mode May Require a New Game

      The Overwatch director expressed he does not rule out PvE content returning, but for a new story-driven campaign, a completely new game might be developed.

    14. GTA 6 Allows Players to Let Characters Jason and Lucia Break Up, Inspired by Red Dead Redemption 2's Freedom of Choice

      GTA 6 will offer players the option to have two characters break up, reflecting more diverse narrative choices, with inspiration from Red Dead Redemption 2.

    15. Our core supplier failed for 24 hours, AI agent took over service proactively

      A core product experienced a 24-hour outage, traditional processes completely stopped, but SaaStr AI's agent system automatically intervened to maintain operation without interruption, highlighting AI's potential in business continuity.

    16. Intel’s Next-Gen Entry-Level Laptop Chip Might Have No Performance Cores

      Leaked specifications show Intel’s upcoming budget laptop chip 'Moon Lake' will use a design without performance cores, continuing the concept seen in current entry-level N-series products.

    17. New Zelda and GTA Symbolize a Long-Gone Era in the Game Industry

      The new Zelda and GTA represent two major 2026 releases, symbolizing the end of the old blockbuster game industry model.

    18. Europe and Canada Establish AI Supercomputing Alliance Independent of the US

      The EU and Canada collaborate to build a high-performance computing network independent of the US, strengthening AI computing capabilities and public-private cooperation.

    19. Show HN: BBRouter – Ben Eater 8-bit computer virtual breadboard simulator

      BBRouter is software that simulates Ben Eater’s 8-bit computer on a virtual 3D breadboard, with features like automatic wiring and synchronized diagrams, supports AI-assisted building and debugging, suitable for entrepreneurs and teams learning hardware design.

    20. Apple CEO: The Company Won't Launch Products Just for AI's Sake

      Apple's CEO explains the company's strategy regarding AI technology development, emphasizing that they will not blindly launch AI features merely to be trendy.

    21. Boston TechCrunch Founders Summit is countdown, helping you expand real connections

      On November 4 at Boston SoWa Power Station, the TechCrunch Founders Summit will be held with a full day of rich networking opportunities and practical entrepreneurial insights to help startup teams accelerate growth.