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⚡ AI Lessons

Dev.to · The Ops Log
☁️ DevOps & Cloud
1mo ago
MCP server uptime isn't a spectrum: 78% never miss a day, 5.5% never answer
Everyone quotes MCP server health as one number. I have been quoting one too: about 92% of a fixed...

Dev.to · The Ops Log
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
Old MCP listings do die more often — but age is the wrong field to watch
A reader named Valentin asked me a good question in the comments of an earlier post. I had published...

Dev.to · The Ops Log
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
MCP schema drift isn't a rate, it's a small set of servers that never stop moving
Two days ago I measured that 4.4% of MCP servers changed their tool contract in 36 hours, and refused...

Dev.to · The Ops Log
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
Where you host your MCP server decides whether it still works in three months
I probed every remote MCP server listed in the official registry — 10,716 endpoints — and then asked...

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