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Three models, one live Duolingo lesson: hot-swapping the LLM mid-task in a real browser session

Dev.to · Alechko 🧠 Large Language Models ⚡ AI Lesson 1mo ago

Three models, one live Duolingo lesson: hot-swapping the LLM mid-task in a real browser session

One live browser session, a real signed-in Duolingo tab, a Hindi lesson running through E2LLM MCP....

🧩 Runtime Snapshots #19 - We Opened the Format.

Dev.to · Alechko 🏗️ Systems Design & Architecture ⚡ AI Lesson 2mo ago

🧩 Runtime Snapshots #19 - We Opened the Format.

Most things that ship under "browser MCP" are the same thing wearing different names: an autonomous...

🧩 Runtime Snapshots #14: From Clipboard to Pipeline

Dev.to · Alechko 🧠 Large Language Models ⚡ AI Lesson 6mo ago

🧩 Runtime Snapshots #14: From Clipboard to Pipeline

Previously in this series: we captured runtime DOM state as structured JSON and piped it into LLMs....

Real Runtime Snapshots: Why They Matter for Debugging and Design.

Dev.to · Alechko 📰 AI News & Updates ⚡ AI Lesson 1y ago

Real Runtime Snapshots: Why They Matter for Debugging and Design.

Static code lies. It’s not that the code is wrong — it’s that it’s incomplete. You’ve seen this...