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Level UI • 23 hours • in Articles • 9 min read
An MCP server is not a new API. It is a thin layer over the one you already have
Somewhere in the last year, "do we need an MCP server?" joined the list of questions that arrive in a brief before anyone has said what the thing is for. It is usually framed as MCP vs API, as though the Model Context Protocol were a newer kind of AP...
post-cover-33074
  • ai
  • api
  • webdev
  • security
9 Reactions 7 Comments
Ganesh Kumar • Aug 10 • in Articles • 4 min read
Running a 56M-Parameter LLM on Just Three ESP32 Boards
When I was a kid, I loved the movie WALL·E. I often wondered if something like that would be possible in the future. As I grew up, I learned how robots work and how much it costs to build one. I realized that building intelligent machines isn't just...
  • board
  • model
  • project
  • language
  • boards
0 Reactions 0 Comments
Tom Smithverified • 19 hours • in Articles • 9 min read
Developer Weekly Briefing — October 30, 2026
Security dominated this week, but not in the usual way. Two active campaigns turned GitHub configuration files into attack surfaces. Researchers demonstrated that the built-in browsers inside AI coding tools can read your SSH keys. And at Oracle AI ...
post-cover-33104
  • agenticai
  • devsecops
  • github
  • localai
6 Reactions 3 Comments
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