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Recent posts tagged evaluations

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
nik-13 • Aug 10 • in Articles • 3 min read
Your custom metric is scoring noise unless it has these three parts
Your custom metric is scoring noise unless it has these three parts A medical agent passes your faithfulness and refusal gates all quarter. A week after launch, a review flags outputs with unverified drug-interaction claims. The faithfulness rubric...
post-cover-24397
  • custom-eval-metrics
  • evaluations
  • agents
1 Reactions 1 Comments
aloycwl • Mar 24 • in Articles • 3 min read
Why AI Evaluations Are Essential for Building High-Performance AI Agents
Why AI Evaluations Are Essential for Building High-Performance AI Agents Artificial intelligence is rapidly transforming industries, from customer service to healthcare, finance, and beyond. As AI agents become more sophisticated, the need to rigorou...
  • evaluations
  • agent
  • agents
  • accuracy
  • user
0 Reactions 0 Comments
Tom Smithverified • 20 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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