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23 Daily 出品的創業工具

    November 5, 2026

    42 stories

    Source code

    1. garrytan/gstack Toolkit Provides Comprehensive Automated Role Configurations from CEO to QA

      gstack is a configuration suite designed by Garry Tan containing 23 tools that automate simulation of multiple roles including CEO, designers, engineering managers, release managers, documentation engineers, and QA.

    2. harry0703/MoneyPrinterTurbo Uses AI to Automatically Generate HD Short Videos

      MoneyPrinterTurbo leverages large AI models and automated workflows to quickly produce HD short videos based on themes or keywords, supporting multi-platform content creation.

    3. The-PR-Agent Launches Open Source PR Review Tool to Optimize Code Management

      PR Agent is an open source tool for code pull request (PR) review that helps improve code review efficiency through automation.

    4. GitHub Releases Spec Kit to Kickstart Specification-Driven Development

      Spec Kit is a development toolkit provided by GitHub designed to help developers quickly start specification-driven development (SDD) and other workflows.

    5. NVIDIA Launches Auto Ontology Framework to Enhance Semantic Graph Reasoning

      Auto Ontology is a Python framework released by NVIDIA that constructs semantic and graph-based reasoning layers, improving query determinacy, contextual retrieval, and the interpretability of large language models (LLM) and intelligent agents.

    Product

    1. TellPip

      TellPip is a tool that provides real-time tips during calls via a voice assistant format, discreetly reminding users of prior commitments, notes, and contract terms during business calls while protecting speech privacy and without exposing the audio.

    2. Sendu

      Sendu is an application enabling lossless sharing of high-quality photos and videos across multiple devices, supporting collaboration groups and generating specific media links, optimizing media management and sharing experiences.

    3. Zero Wire

      Zero Wire offers a tool that uses a single proxy prompt for quickly checking system exposure risks to critical vulnerabilities (CVE), helping to enhance cybersecurity defenses.

    4. LiveReacting for ChatGPT

      LiveReacting allows users to instruct ChatGPT to create or schedule 24/7 continuous or pre-recorded live streams on platforms like YouTube, Facebook, Twitch, etc., pushed via cloud servers without requiring computer login.

    5. Datashake MCP

      Datashake MCP offers an API platform accessing over 150 community and review data sources, including real-time and five years of historical data. The data is cleaned and standardized, suitable for decision analysis and AI assistance, with an operational stability of 98.3%.

    6. QualityLayer

      QualityLayer provides a platform enabling teams to use code agents to assist in planning, constructing, and reviewing software development processes, improving software quality and team collaboration efficiency.

    Needs

    1. Mobile Accessory Users Need Precisely Aligned Magnetic Phone Cases

      iPhone users often face incorrect magnet ring positions on magnetic phone cases, leading to insufficient magnetic attraction and charging failure, causing inconvenience and financial loss.

    2. Self-Employed Seek Affordable Major Medical Plans Suitable for Health Insurance

      A self-employed couple faces expensive traditional health insurance with no subsidy eligibility due to high income, struggling to afford coverage that balances major medical protection and low premiums.

    3. Heavy Apple Product Users Need Expense Analysis and Consumption Planning Tool

      Users have accumulated huge spending on various Apple products over the years but lack systematic tools to track expenses and plan budgets.

    4. Retail Store Owners Need Guidance on Sick Leave Payroll Payment

      Retail store owners face the dilemma of handling payroll payments and job arrangements when employees suddenly have severe illnesses requiring long-term rest.

    5. Software Engineers Need Real-Time and Convenient GitHub CI Status Monitoring Tool

      Repeatedly switching to the browser every day to check CI status is tedious, and existing tools do not fully meet needs, lowering work efficiency.

    News

    1. Tripwire Presents Expands Support for Small Independent Developers

      Tripwire Presents will expand its publishing business, offering more comprehensive services to smaller independent development teams.

    2. DreamHost Suffers Months-Long Hacker Attack Stealing Customer Emails and Files

      DreamHost web hosting service revealed a planned attack exploiting vulnerabilities that compromised customer email accounts and files over several months.

    3. AT&T Smart Home Security System Integrates Gemini for Home and Google Home Premium

      AT&T's Connected Life smart security system integrates Gemini for Home for the first time and supports Google Home Premium, enabling voice queries for monitoring recordings and summarizing household events.

    4. Tripwire Interactive Expands Publishing Business, Focuses on Small Game Developers

      Tripwire Interactive's publishing department plans to support small games by expanding assistance, helping independent teams grow and increasing market opportunities.

    5. The Rise of Open Source AI: Hugging Face Analyzes Profit Distribution

      Open source AI models are gradually becoming mainstream, with businesses, governments, and startups recognizing their advantages of lower cost, better control, and greater flexibility. As increasingly powerful models are offered for free, how companies create value becomes key; facing expansion of Chinese open source models, whether American companies can keep pace poses a challenge.

    6. AI Competition Focus Shifts to Value Creation in Practical Deployment

      As AI models mature, the competitive focus shifts from enhancing the intelligence of the models themselves to deployment and application in real-world scenarios.

    7. DuckDuckGo Advocates for Schools to Use AI-Unrestricted Search Engine

      In response to Google's AI policy restrictions for schools causing backlash, DuckDuckGo actively promotes its search engine and the option to disable AI features to educational institutions, providing an alternative solution.

    8. Backdoor Malware Found in Cheap Android TV Box Firmware; Manufacturer Suspected Culprit

      Several Videostrong and other white-label Android TV boxes were found to contain backdoor malware embedded in their firmware, with the manufacturer suspected of directly implanting malicious code.

    9. Airbnb Founder Brian Chesky Admits He Was a Poor CEO: Analyzing CEO Role Challenges and Risks

      Airbnb CEO Brian Chesky openly shares his leadership shortcomings and discusses career challenges and fatal mistakes CEOs face.

    10. Google Pixel 11 Series Phones Up to 27% Limited-Time Discount

      Google Pixel 11 and Pixel 11 Pro phones are offered up to 27% off until November 8, with various styles suited for different consumer needs.

    11. Entrepreneurs' Crisis Reactions Often Mistaken; Successful Leaders Adopt Steady Decision-Making

      In crisis situations, people's first reactions are often flawed. Strong leaders use calm and strategic thinking to correct decisions.

    12. Hidden Risks of Building Your Own Delivery Team: Potential Rapid Impact on Profitability

      Building your own delivery team seems to save costs and control logistics but actually introduces management complexity and potential cost pressures that may affect profitability.

    13. Xbox Demonstrates Two New Ways to Control Cloud Gaming

      Xbox announced using smartphones as controllers and the Xbox Nano controller connecting directly to cloud game servers via Wi-Fi to reduce latency.

    14. One Third of Acquired Game Studios Eventually Shut Down

      Analysis shows that since 2000, over one-third of game studios acquired by large companies eventually closed, with half ceasing operations within five years post-acquisition.

    15. Nothing to Launch First Screenless AI Device in December

      Nothing CEO Carl Pei revealed the company will launch its first 'AI-native' product in December, a screenless tool rather than an app, demonstrating innovative AI hardware development.

    16. TeamGroup Warns Memory Shortage Problem Has Not Yet Peaked

      Memory giant TeamGroup indicated in its latest financial report that the most severe phase of global memory supply shortages has yet to come, posing challenges to the chip industry.

    17. Waymo Announces Change in Uber Partnership Model from 2028, Will Become Competitor

      Starting January 2028, Waymo will adjust its cooperative relationship with Uber, with both set to directly compete in multiple markets; Uber maintains partnerships with other autonomous driving firms.

    18. ChatGPT Adds Animated GIF Creation Feature

      ChatGPT, combined with the new Images 2.6 model, introduces a feature to create animated GIFs directly from prompts or uploaded photos, allowing adjustment of animation speed, single frame editing, and sharing support.

    19. God of War Laufey Release Delayed to May 2027

      God of War Laufey, developed by Santa Monica Studio, announced a release date delay to May 20, 2027, originally slated for February.

    20. Apple Siri Recaps Feature Practical but Still Raises Privacy Concerns

      Apple's AI-powered Siri Recaps show high practicality after user experience, though some users still harbor privacy concerns, indicating room for improvement.

    21. Ramp AI Index Shows Largest AI Consumers Slow Spending in Q3 2026; Anthropic Growth Slows

      Based on data from over 85,000 US companies' transactions, the survey shows that the largest AI consumer's spending peaked in July 2026 then declined, with Anthropic's quarterly new sales amount also declining for the first time.

    22. AI Spending to Reach $177 Billion in 2026, Only 22% from Software Budgets

      Enterprise spending on AI deployments will surge to $176.8 billion in 2026, with AI investments accounting for 30% of public cloud revenues, yet most budgets lie outside traditional software.

    23. Exclusive|Former Tencent Senior Researcher Secures Tens of Millions in Investment, Focused on Physical AI Tactile Intelligence

      Tactile intelligence startup 'Inspiration Robotics' completed tens of millions in angel round funding, focusing on visual-tactile sensors and 'dense force field' technology, advancing robotic tactile perception and force control capabilities.

    24. Deep Tech and Capital (3): How Startups Build Power Plants — RhinoFlux's Approach

      The article introduces Kyoto University's deep tech startup in power generation, RhinoFlux, focusing on its plant construction and financing strategies, exploring how deep tech companies raise funds and build power plants.

    25. Inspiration Robotics Completes Tens of Millions Angel Round to Promote Physical AI Tactile Intelligence Commercialization

      Tactile intelligence company Inspiration Robotics secured tens of millions in angel funding. Its core 'dense force field' technology captures multidimensional tactile information such as force and deformation, enhancing robotic tactile perception and execution. The Lux series visual-tactile sensors have achieved scaled delivery, with product miniaturization and high-density sensing being competitive advantages.

    26. When AI Stops 'Talking Big': Decision Models Lead Fast Edge Judgments

      TypeSafeAI's Jev decision model focuses on rapid and measurable judgments rather than generated content, returning results in milliseconds. Enterprise users are rapidly expanding, making decision models a key new direction in AI. Decision models complement large generative models by focusing on fast decisions within limited answer spaces and progressively entering physical world edge multimodal continuous judgment areas.