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How OpenTelemetry observes AI agents without code changes

Originally posted to causely.ai by Endre Sara AI agents are hard to operate because instrumentation can't keep up with them.

  • OpenTelemetry's eBPF Instrumentation (OBI) observes AI agents without code changes.
  • OBI deployed as DaemonSet provides one process per node, no application restarts.
  • OBI complements SDKs by capturing LLM, tool calls, TLS, DNS, and retry info.

Comparing Free Tiers of LLM APIs Fairly

Understanding Free Tiers Free tiers of Large Language Model (LLM) APIs offer a starting point for experimenting with AI capabilities without significant upfront costs.

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