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 Challenges SEO Optimization SEO Performance SEO Services SEO Strategies SEO Strategy SEO Tool
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 Challenges SEO For Growth SEO Optimization SEO Strategies
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 Challenges SEO Editor SEO For Growth SEO Strategies SLA Commitment Search Engine Optimization
Siobhan Roberts These Mathematicians Are Trying to Educate A.I. Large language models struggle to solve research-level math questions. It takes a human to measure just how poorly they perform.... LLM LLM SEO LLMs Large Language Model Large Language Models SEO SEO Challenges SEO For Growth SEO Optimization SEO Strategies
System Admin Artificial intelligence researchers hit by flood of ‘slop’ TL;DR A surge of low-quality AI-generated papers has prompted conferences to restrict the use of large language models (LLMs). Enhancements in AI technology have led to significant challenges in maint... LLM LLMs Large Language Model Large Language Models SEO Challenges SEO For Growth SEO In Japan SEO Optimization SEO Strategies SEO Strategy
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 Challenges SEO For Growth SEO In Japan SEO Integration SEO Optimization SEO Performance SEO Strategies
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 Challenges SEO For Growth SEO Friendly SEO In Japan SEO Optimization SEO Strategies SEO Strategy Selling
Mercury Technology Solution (Hong Kong) From Invisible to #1 in AI Search: How 'Goodbye Dear' Saved on Ad Spend by Dominating the "Trust Layer" In the digital age, speed is a currency, but trust is the ultimate asset. For many businesses, the path to visibility has historically been expensive: pay for every click (SEM) or wait months for trad... 1000 True Fans 24/7 Assistance AI AI SEO AI SEO Tools E-E-A-T LLM LLM SEO Local SEO Search Engine Optimization
James Huang The Logic Trap: Why Human Instinct Beats Data in the Age of AI TL;DR: Google invented the Transformer, but OpenAI won the future. Why? Because Google operated on Logic , while OpenAI operated on Instinct . Sergey Brin’s recent confession at Stanford reveals a pai... LLM LLM SEO LLMs Openai SEO Challenges SEO For Growth SEO Optimization SEO Performance SEO Services SEO Strategies
James Huang Stop "Chatting" with AI. Start Engineering It: Google's PASEC Framework TL;DR: Most people struggle with AI because they treat it like a conversation. It is not a conversation; it is a System . Google recently highlighted the PASEC prompting framework, which transforms va... LLM Large Language Model Large Language Models Prompt Engineering SEO Challenges SEO For Growth SEO In Japan SEO Optimization SEO Services SEO Strategies
James Huang Vibe Coding is a Trap. You Need "The Codex." TL;DR: "Vibe Coding"—the practice of casually guiding AI to build software—is trending. But without structure, it inevitably leads to "context drift" and spaghetti code. To build enterprise-grade soft... LLM Large Language Model Large Language Models Local SEO SEO Challenges SEO For Growth SEO In Japan SEO Optimization SEO Strategies SEO Strategy
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