BIDU(US:BIDU) AI前线·2025-12-18 00:40Core Insights - The article emphasizes that the most valuable opportunity in the industry currently lies in AI Coding, with the no-code tool "秒哒" (MiaoDa) generating significant value and user engagement globally [2] - The tool has been widely adopted, serving over 10 million users and creating more than 5 billion yuan in value across various application scenarios [2] User Demographics and Needs - 81% of MiaoDa's users are non-programmers, primarily from the workforce and academic sectors, highlighting the challenge of articulating complex application needs [3] - The team has designed a unique approach to address this issue, differentiating MiaoDa from similar products by enhancing the "demand communication phase" [4] Demand Communication and User Experience - MiaoDa employs a "Product Manager AI" to facilitate deeper conversations with users, transforming vague requests into structured product documentation [4][6] - This design significantly lowers the barrier for expression and reduces the risk of rework due to unclear requirements [6] Strategy and Development Focus - The current strategy prioritizes building a robust foundational capability to ensure a smooth user experience, with plans to develop vertical versions tailored to specific business needs in the future [7] - MiaoDa also offers a deep research mode for complex business requirements, integrating with mainstream AI platforms for enhanced functionality [7] Backend Challenges and Solutions - The article discusses the challenges in backend capabilities, leading to the emergence of the BaaS (Backend as a Service) concept, with MiaoDa being recognized as a leading player in this space [9] - Key challenges include ensuring stable and efficient cloud database operations, integrating AI with databases, and managing underlying resources effectively [9][10][11] Product Experience and User Accessibility - MiaoDa aims to simplify complex database capabilities into an easy-to-use product experience, achieving a significant advantage by allowing users to complete integrations in one conversation without external configurations [12] - The article highlights the importance of maintaining code quality and preventing "code bloat" through careful review and structured development processes [15] Competitive Landscape and Future Outlook - The article concludes that while China has started its Vibe Coding development 1-2 years later than abroad, the competitive gap is narrowing, with Chinese products expected to catch up rapidly [17] - The core competitive advantages in Vibe Coding products are identified as strong code generation capabilities and superior user experience [17]