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Recent posts tagged scientific-computing

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
AIAppsAPI • Aug 27 • in Articles • 2 min read
Why Your Simulation Does Not Reproduce On Another Machine
Most of us here ship code that has to behave the same on someone else's machine, and we lean on containers and lockfiles to get there. Scientific code has the same problem with a nastier failure mode, because when it breaks nothing crashes, the progr...
  • scientific-computing
  • reproducibility
  • python
  • docker
0 Reactions 0 Comments
Tom Smithverified • 22 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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