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⚡ AI Lessons

Dev.to · Yonyon
🤖 AI Agents & Automation
⚡ AI Lesson
1mo ago
Elicitation didn't die in the MCP stateless rewrite. It's the only one that survived.
Roots, sampling and logging were deprecated. Elicitation was rebuilt onto MRTR. Here's why that asymmetry exists, and the empty-schema trap that makes confirm g

Dev.to · Yonyon
📐 ML Fundamentals
⚡ AI Lesson
1mo ago
The bug FastMCP's own CI could not see
A docstring in the wrong place disabled five of six type overloads, but only under mypy. The project's gate runs ty, so its CI stayed green on a file that was b

Dev.to · Yonyon
🧠 Large Language Models
⚡ AI Lesson
3mo ago
Making your docs site agent-readable: llms.txt, MCP, and the .well-known files that actually matter
AI agents increasingly read your docs instead of a human. If your documentation site only emits HTML...

Dev.to · Yonyon
🤖 AI Agents & Automation
⚡ AI Lesson
3mo ago
I made my portfolio readable by AI agents. A scanner found four things that didn't exist
Four war stories from making yonyon.ai agent-readable: a GET endpoint that read as missing, WebMCP tools invisible to crawlers, a status page that 404'd in prod

DeepCamp AI