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Recent posts tagged tracing

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
nik-13 • Jun 25 • in Articles • 4 min read
Why your LLM and agent tracing should be OpenTelemetry-native
A trace is one of the more useful things you can capture from an LLM app, and many teams store it in a format they cannot move later. If your AI tracing uses its own private format, the spans sit in a silo, a backend change means re-instrumenting, an...
post-cover-21357
  • opentelemetry
  • traceai
  • tracing
6 Reactions 1 Comments
Raj Kundalia • Jan 31 • in Articles • 8 min read
Distributed Tracing in Spring Boot: A Practical Guide to OpenTelemetry and Jaeger
TL;DR Distributed tracing helps you understand how requests flow through microservices by tracking every hop with minimal overhead. This guide covers OpenTelemetry integration in Spring Boot 4 using the native starter, explains core concepts like s...
post-cover-10841
  • springboot
  • opentelemetry
  • tracing
  • jaeger
2 Reactions 2 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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