James Huang The $100 Million Moat is Now a Text File: Why Vertical SaaS is Dying and The Monolith is Returning TL;DR: The era of "defensible software" is over. Nicolas Bustamante reveals that complex business logic, once hard-coded into millions of lines of Python, is now just a Markdown file written by a doma... Innovative Growth LLM Large Language Model Large Language Models SEO For Growth SEO Fundamentals SEO In Japan SEO Strategies SEO 과제 Selling
James Huang The Monolith is Dead: How We Cut Hosting Costs by 90% and Hit 0.2s Load Times TL;DR: The migration wasn't just about AI automation; it was a fundamental architectural rescue mission. By moving from a Monolithic CMS (Server + Database) to a Headless Edge Architecture , we didn't... Accelerate Digitality LLM LLMs Mercury Mercury Technology Solution SEO SEO For Growth SEO In Japan SEO Optimization Search Engine Optimization
James Huang I Fire Myself Every Morning: The 11-Step Automation Stack Behind the New MTS Blog TL;DR: We didn't just migrate a blog; we built a Content Factory . In our move to a Headless CMS, we implemented 11 specific automations. I write in Markdown once, and the system auto-generates code, ... LLM LLM SEO LLMs Local SEO SEO SEO For Growth SEO In Japan SEO Optimization SEO Strategies SEO Tool
James Huang Stop "Crafting" Prompts. Start Reverse-Engineering Them TL;DR: Most people treat Prompt Engineering like creative writing. This is why their AI implementations fail. True Prompt Engineering is not about "asking nicely"—it is about Constraints, Architecture... LLM LLM SEO Prompt Engineering SEO Optimization SEO Performance SEO Services SEO Strategies SEO Strategy SEO Tool SEO 과제
James Huang 1,000 Posts, 3 Days, Zero Sleep: How We Migrated to a Headless CMS to Survive the AI Era TL;DR: Since April 2025, I’ve written over 1,000 blog posts. My old CMS was drowning in technical debt, high hosting bills, and slow load times. I decided to burn the ships. In a 72-hour sprint, we mi... LLM LLM SEO Llama Mercury Technology Solution SEO SEO And CRO Integration SEO For Growth SEO Optimization SEO Strategies SEO 과제
James Huang The End of "Hollywood" as a Place, The Rise of "Hollywood" as a Prompt TL;DR: The release of Seedance 2.0 (and tools like it) isn't just an upgrade for video editors; it is the De-Industrialization of the film industry. We are moving from a "Pyramid" labor structure to a... Generative Ai LLM Mercury Technology Solution Mercury Technology Solutions SEO Editor SEO For Growth SEO Strategies SEO 과제 SLA Commitment Search Engine Optimization
James Huang The Death of "Execution": Why Kimi 2.5 Just Made Your Coding Skills Obsolete TL;DR: A Chinese AI company, Moonshot AI, just released Kimi 2.5 . It features "Visual Agentic Intelligence"—meaning it can look at a video of a website and clone the code instantly. This marks a pivo... LLM LLM SEO Large Language Model SEO For Growth SEO In Japan SEO Integration SEO Optimization SEO Performance SEO Strategies SEO 과제
James Huang Moltworker/OpenClaw is a Warning Shot: What Cloudflare's Move Means for the Future of LLMOps TL;DR: While developers are buying Mac Minis to run Moltbot (the viral open-source AI agent), Cloudflare quietly launched Moltworker —a $5/month serverless solution to run the same agent. This isn't j... LLM Large Language Model SEO For Growth SEO Friendly SEO In Japan SEO Optimization SEO Strategies SEO Strategy SEO 과제 Selling
James Huang 논리의 함정: AI 시대에 인간의 본능이 데이터를 이기는 이유 TL;DR: 구글은 트랜스포머를 발명했지만, 미래는 OpenAI가 이겼습니다. 왜 그럴까요? 구글은 로직 으로 작동하는 반면 OpenAI는 본능 으로 작동하기 때문입니다. 최근 스탠포드에서 세르게이 브린이 고백한 고통스러운 진실은 구글이 모든 데이터, 모든 과학자, 그리고 LLM에 결함이 있다는 모든 '증거'를 가지고 있었다는 것입니다. 그들에게 부족했던 ... LLM LLM SEO LLMs Openai SEO For Growth SEO Optimization SEO Performance SEO Services SEO Strategies SEO 과제
James Huang AI와의 '채팅'은 그만하세요. 엔지니어링 시작: Google의 PASEC 프레임워크 TL;DR: 대부분의 사람들은 AI를 대화처럼 취급하기 때문에 어려움을 겪습니다. AI는 대화가 아니라 시스템 입니다. 구글은 최근 모호한 요청을 정확한 지침으로 변환하는 PASEC 프롬프트 프레임워크를 강조했습니다. 이 프레임워크를 분석해 보면 시스템적 디자인 과 동일하다는 것을 알 수 있습니다. 프롬프트는 이제 더 이상 예술이 아니라 요구 사항 엔지니어... LLM Large Language Model Large Language Models Prompt Engineering SEO For Growth SEO In Japan SEO Optimization SEO Services SEO Strategies SEO 과제
James Huang 바이브 코딩은 함정입니다. "코덱스"가 필요합니다 TL;DR: "바이브 코딩"(AI가 소프트웨어를 구축하도록 자연스럽게 안내하는 방법)이 유행하고 있습니다. 하지만 구조가 없으면 필연적으로 '컨텍스트 드리프트'와 스파게티 코드로 이어질 수밖에 없습니다. AI로 엔터프라이즈급 소프트웨어를 구축하려면 엄격한 컨텍스트 아키텍처 가 필요합니다. Mercury에서는 이를 "코덱스 프로토콜"이라고 부르며, 이는 문서... LLM Large Language Model Large Language Models Local SEO SEO For Growth SEO In Japan SEO Optimization SEO Strategies SEO Strategy SEO 과제
James Huang The "AI Ceiling" is an Illusion: Why the Next Trillion Dollars is in Video Scaling TL;DR: The market is panicking because LLMs (Text) seem to be hitting a performance ceiling, causing AI stocks like Oracle to slide. Investors worry that if the magic stops, OpenAI becomes just anothe... LLM LLMs Selling Sem Senior Executive Sensors Serp Rankings Server Maintenance Service Businesses Settlement