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Luis Mori Guerra

Engineering Manager / Technical Lead

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Do We Need Deep Thinking? Why Fable 5.1 and Astra Look Smart and Gemini 3.8 Flash Looks DumbOn-Device AI on Phones: The 4 tok/s RealityBrowser LLMs + WebMCP + MCP UI: The Coming Frontend StackYour AI Assistant Might Be Cheating on Its HomeworkWhat Is an AI-Native App? A Working Definition, Architecture, and Practical Test

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Browser AI

A topic hub collecting every article tagged Browser AI. Use it to explore related posts and follow this theme across the site.

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AI Agents AI Architecture LLM Claude Code AI Engineering
AI Agents Browser AI WebGPU WebLLM Mobile Benchmarks Frontend Chrome

On-Device AI on Phones: The 4 tok/s Reality

Phones can run LLMs in the browser — at 4–9 tok/s on flagships, with tab crashes, 76-second first tokens, and feature detection that lies. A mobile benchmark study with a warmup-gating pattern you can ship.

Sep 17, 2026 23 min read
AI Agents Browser AI WebMCP MCP MCP Apps A2UI Frontend Chrome

Browser LLMs + WebMCP + MCP UI: The Coming Frontend Stack

Chrome now ships an on-device LLM, WebMCP lets your pages expose tools to agents, and MCP Apps standardizes interactive tool-result UI. Here's how the three fit together, what the benchmarks say, and how to build an inline copilot today.

Sep 16, 2026 30 min read

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