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Recent posts tagged devps

Level UI • 1 day • 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
kkieriiverified • Jul 21 • in Articles • 6 min read
Your Build Broke for This. It Wasn't Enough.
If you touched Hugging Face datasets in the back half of 2025, you remember the day your pipeline stopped working. RuntimeError: Dataset scripts are no longer supported, but found hotpotqa.py Or this one, which showed up in issue trackers across h...
post-cover-23166
  • security
  • ai
  • python
  • devps
1 Reactions 0 Comments
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