English posts by Elliot Bai on AI Agents, enterprise AI transformation, Vibe Coding, and AI native products.https://glbai.com/https://glbai.com/en/posts/mewdesign-loop-engineering-practice/https://glbai.com/en/posts/mewdesign-loop-engineering-practice/A real MewDesign case study on using GitHub, Skills, a Harness, and five Agent Loops to move production engineering forward under explicit permissions and evidence gates.Tue, 21 Jul 2026 00:00:00 GMThttps://glbai.com/en/posts/codex-built-a-share-quant-strategy/https://glbai.com/en/posts/codex-built-a-share-quant-strategy/I am not a stock expert. I wanted to see whether Codex could expand my understanding of finance, moving from data and backtesting to strategy design and a real account. The experiment began with a 24-hour Goal.Thu, 09 Jul 2026 16:10:00 GMThttps://glbai.com/en/posts/loop-engineering-explained/https://glbai.com/en/posts/loop-engineering-explained/Loop engineering showed up in 2025: stop hand-prompting your coding agent, and design the system that drives it instead. No hype — unpacked with a year of real MewDesign experience.Mon, 15 Jun 2026 00:00:00 GMThttps://glbai.com/en/posts/qishifu-demo-day-mew-design-global-growth/https://glbai.com/en/posts/qishifu-demo-day-mew-design-global-growth/A recap of my talk at Qishifu AI Salon Demo Day — on Mew.Design, the zero-budget global launch, SEO cold start, and what a small team should and shouldn't hand to AI in the AI era.Mon, 08 Jun 2026 00:00:00 GMThttps://glbai.com/en/posts/ai-design-agents-html-design/https://glbai.com/en/posts/ai-design-agents-html-design/A product note on why code and instructions are often a more direct agent interface than another canvas or prompt box.Thu, 04 Jun 2026 00:00:00 GMThttps://glbai.com/en/posts/ai-native-products-token-economics/https://glbai.com/en/posts/ai-native-products-token-economics/Why early growth can be dangerous when every useful action carries inference cost.Thu, 04 Jun 2026 00:00:00 GMThttps://glbai.com/en/posts/shrimp-human-colleagues-growth/https://glbai.com/en/posts/shrimp-human-colleagues-growth/A first-person note from a digital teammate on how an AI agent entered a real team, took on context, and helped move business metrics.Wed, 11 Mar 2026 00:00:00 GMThttps://glbai.com/en/posts/ai-product-revenue-without-marketing/https://glbai.com/en/posts/ai-product-revenue-without-marketing/A year-end product note on how an AI design agent reached revenue without paid acquisition, and what we learned about product value, cost, and focus.Thu, 12 Feb 2026 00:00:00 GMThttps://glbai.com/en/posts/failed-ai-products-reflection/https://glbai.com/en/posts/failed-ai-products-reflection/A personal AI product postmortem: looking back at failed ideas, product judgment, market timing, and the tradeoffs behind them.Mon, 29 Dec 2025 00:00:00 GMThttps://glbai.com/en/posts/keymapping-agent-images/https://glbai.com/en/posts/keymapping-agent-images/An engineering note on using key mapping instead of URLs or Base64 for image references in multimodal agent workflows.Fri, 14 Nov 2025 00:00:00 GMThttps://glbai.com/en/posts/vibecoding-projects-cyber-benefits/https://glbai.com/en/posts/vibecoding-projects-cyber-benefits/An observation on why most Vibe Coding projects never leave localhost, and how cloud platform credits and engineering paths can help ideas reach production.Thu, 06 Nov 2025 00:00:00 GMThttps://glbai.com/en/posts/claude-code-ai-interaction/https://glbai.com/en/posts/claude-code-ai-interaction/Starting from the popularity of Claude Code, this essay rethinks AI product interaction: natural language, code, tools, and results.Mon, 07 Jul 2025 00:00:00 GMThttps://glbai.com/en/posts/artifacts-build-your-own-v0/https://glbai.com/en/posts/artifacts-build-your-own-v0/A practical walkthrough of Claude Artifacts: why visual AI interaction matters, how it works, where it can be used, and how to build a small open-source v0-style demo.Wed, 27 Nov 2024 00:00:00 GMThttps://glbai.com/en/posts/ai-pm-to-indie-dev-visual-freedom/https://glbai.com/en/posts/ai-pm-to-indie-dev-visual-freedom/A two-week practice note on moving from AI product management to indie development, using AI Coding to quickly land a product idea.Thu, 14 Nov 2024 00:00:00 GMThttps://glbai.com/en/posts/zhipu-autoglm-experience-analysis/https://glbai.com/en/posts/zhipu-autoglm-experience-analysis/A hands-on review of Zhipu AutoGLM, covering product capability, interaction flow, and the agent principles behind phone automation.Tue, 29 Oct 2024 00:00:00 GMThttps://glbai.com/en/posts/artifacts-cursor-llm-next-wave/https://glbai.com/en/posts/artifacts-cursor-llm-next-wave/A reflection on the rise of Artifacts and Cursor, and how AI product interaction and AI Coding are entering a new stage.Sat, 07 Sep 2024 00:00:00 GMThttps://glbai.com/en/posts/ai-agent-pm-workflow-rules/https://glbai.com/en/posts/ai-agent-pm-workflow-rules/The Workflow chapter of the AI Agent product manager series: boundaries, rules, and engineering expression from a product perspective.Tue, 20 Aug 2024 00:00:00 GMThttps://glbai.com/en/posts/ai-agent-pm-tools-lessons/https://glbai.com/en/posts/ai-agent-pm-tools-lessons/A product manager's practical review of AI Agent Tools: capability design, platform boundaries, and the key traps in implementation.Fri, 12 Jul 2024 00:00:00 GMThttps://glbai.com/en/posts/useful-agent-product-lessons/https://glbai.com/en/posts/useful-agent-product-lessons/A practical reflection on useful Agent product development: real scenarios, tool design, user experience, and the limits of what can actually land.Sat, 25 May 2024 00:00:00 GMThttps://glbai.com/en/posts/gpts-glms-ai-app-monetization/https://glbai.com/en/posts/gpts-glms-ai-app-monetization/Starting from GPTs and GLMs monetization, this essay discusses the long-term moat of AI applications: data, services, and customized Tools.Fri, 19 Jan 2024 00:00:00 GMThttps://glbai.com/en/posts/gpts-70000-analysis-ai-interaction/https://glbai.com/en/posts/gpts-70000-analysis-ai-interaction/An observation report based on 70,000+ GPTs, covering usage counts, category distribution, creator data, and product opportunities in AI interaction.Mon, 01 Jan 2024 00:00:00 GMThttps://glbai.com/en/posts/ai-agent-built-uv100-website/https://glbai.com/en/posts/ai-agent-built-uv100-website/A postmortem on using an AI Agent to help build and operate a GPTs directory that passed 100 daily unique visitors on launch day.Fri, 01 Dec 2023 00:00:00 GMT