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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
Hardik Goel • Oct 14 • in Articles • 1 min read
At Seed Stage You Don’t Have a Brand. You Have a Person. (Bad News for People Who’d Rather Build.)
Part 2 of 4 on IBR’s Mini Strategy Handbook for AI Founders. This is the review about distribution, and I’m going to write it the way it tells me to: with the scar showing. In Part 1 I confessed to shipping eight products this year and being much be...
  • series
  • ai
  • product
  • technology
2 Reactions 1 Comments
Alexandre Vazquez • Apr 24 • in Articles • 9 min read
Prometheus Scalability: High Cardinality and How to Fix It
Prometheus has become the de facto standard for metrics collection in cloud-native environments. Its pull-based model, powerful query language, and deep Kubernetes integration make it an obvious choice for platform teams. But as organizations scale ...
  • prometheus
  • —
  • query
  • series
  • time
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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