Google quietly dropped Gemini 3.6 Flash. Forget benchmaxxing—token efficiency and real-world usability matter most for builders. My breakdown: new-portfolio-ten-amber.vercel.app/blog/gemini-...
Gemini 3.6 Flash Review: Not Frontier, But a Step in the Right Direction // JEMO CORE
I wrote about the end of Google recently, focusing on their loss of talent and shifting company culture. I said Google has to impress everyone with Gemini 4 so...
new-portfolio-ten-amber.vercel.app
I didn't expect Meta to release a model this good. After testing Muse Spark 1.1 on real coding projects, I came away impressed. It's fast, inexpensive, and handles agent workflows surprisingly well.
I didn't expect Meta to release a model this good. After testing Muse Spark 1.1 on real coding projects, I came away impressed. It's fast, inexpensive, and handles agent workflows surprisingly well.
Ever looked at a website and immediately thought, "An AI built this"? That's what I call **model smell**. Every model, prompt, and agent leaves behind subtle fingerprints. Once you notice them, you can't unsee them. Read more: new-portfolio-ten-amber.vercel.app/blog/what-is...
What is "Model Smell"? How to Spot a Vibe-Coded Website // JEMO CORE
Model Smell: How I Can Tell Something Was "Vibe Coded" Recently I saw a website and said, "This definitely vibe coded." Someone asked me, "How did you know?" I...
new-portfolio-ten-amber.vercel.app
Ever looked at a website and immediately thought, "An AI built this"? That's what I call **model smell**. Every model, prompt, and agent leaves behind subtle fingerprints. Once you notice them, you can't unsee them. Read more: new-portfolio-ten-amber.vercel.app/blog/what-is...
What is "Model Smell"? How to Spot a Vibe-Coded Website // JEMO CORE
Model Smell: How I Can Tell Something Was "Vibe Coded" Recently I saw a website and said, "This definitely vibe coded." Someone asked me, "How did you know?" I...
new-portfolio-ten-amber.vercel.app
Is Gemini 4 Google’s last dance? With pioneers like Shazeer and Jumper leaving, and dev tools like the Gemini CLI getting killed/close-sourced instead of open to the community, the culture shift is tanking the product.
Prompting was just the beginning. The next era of AI is orchestration. Agents, MCP, skills, computer use, and on-device intelligence will reshape how software is built. My thoughts on where AI is headed next: new-portfolio-ten-amber.vercel.app/blog/from-ch...
From ChatGPT to Agent-Native Everything: Where AI Is Headed Next // JEMO CORE
From Prompting to Orchestrating: The Future of Agent-Native Everything From the humble Transformer to the modern agent, AI has evolved rapidly. Looking closely...
new-portfolio-ten-amber.vercel.app
Security vulnerabilities are coming out right now like an infinite receipt-printing machine. Anthropic's Mythos AI is breaking the system, open source has an update problem, and supply chain attacks are everywhere.
Why do highly-rated LLMs suddenly feel dumb inside an agent loop? 🧵 It usually isn't your code it's a fundamental misunderstanding of the underlying model mechanics. Let's talk about tokens, context windows, and why agent architecture starts at the engine layer
Engines of Automation: Why Agent Architecture Starts with Model Mechanics // JEMO CORE
<h1>Why Understanding AI Models Matters Before Building AI Agents</h1><p>You cannot build a car well if you do not understand what an engine does. In the same w...
new-portfolio-ten-amber.vercel.app
"Do you actually know where everything is in your codebase? If you do, congrats, I hope you get a real job soon" - @t3.gg 💀
The language holding our agents back.
YouTube video by Theo - t3․gg
youtube.com