A product manager with no design background explores how AIGC and Vibe Design are reshaping product development, detailing Generative UI scenarios, the Vibe Design–Vibe Coding loop, and a practical AI-tool workflow to define product 'soul' over features.
This article details how a unified AI assistant framework built for Bilibili's advertising business evolves from plain text output to generating fully interactive UI by leveraging Google’s A2UI protocol, a custom Vue renderer, double‑validation mechanisms, SSE dual‑channel streaming, and a wrapper component system, providing concrete examples and architectural diagrams.
Google's I/O unveiled Gemini 3.5 Flash, a model that runs four times faster and costs far less than the previous 3.1 Pro while topping benchmark leaderboards, alongside the Antigravity 2.0 "Claude Code" development environment, new Gemini Spark agents, the multimodal Gemini Omni world‑model, and major Search upgrades that add information agents and generative UI capabilities.
Google DeepMind’s experimental Flash‑Lite Browser uses the Gemini 3.1 Flash‑Lite model to generate complete, interactive web pages in real time from natural‑language prompts, eliminating traditional front‑end development cycles and reshaping how users and developers experience the web.
The article forecasts eight pivotal AI trends for 2026—including the rise of Generative UI, edge‑deployed agents, smarter home assistants, complex agent harnesses, vibe‑coding, authentic social content, AI‑generated defaults, and biometric social logins—while explaining the reasoning and implications behind each prediction.
The article examines Google’s Gemini 3 Pro launch, highlighting its full‑stack vertical integration, advanced System 2 reasoning, dynamic compute budgeting, native multimodal architecture, TPU cost advantages, the Antigravity IDE platform, generative UI capabilities, and the strategic implications for Google’s AI ecosystem and competitive positioning.
The article analyzes Google Gemini 3’s shift from chat‑only LLMs to agentic AI, detailing its Deep Think reasoning, generative UI capabilities, and Vibe Coding approach, and explains how product managers can leverage these advances to redesign search, presentation, and development workflows.
The article examines Huxe, a voice‑led AI personal audio companion created by former Google NotebookLM team members, detailing its four core features, early user experiences, product‑stage roadmap, trust and habit barriers, and the challenges it faces in commercialization and adoption.
This talk presents a generative UI solution that leverages AI to automatically create design‑compliant interfaces, enabling data‑driven, personalized experiences while freeing frontend developers from repetitive design work and reducing manual intervention across the production pipeline.
