Telemetry Talks ep. 5 - OpenTelemetry in the AI agents era

Telemetry Talks #5 explores how OpenTelemetry’s CNCF graduation arrives at a pivotal moment for AI-powered development. Together with Alex Marshalov, we dive into vibe coding, AI agents, and the growing need for observability in GenAI systems — from prompts and token usage to reasoning chains and distributed traces — using the VictoriaMetrics stack and OpenTelemetry as the foundation for understanding the next generation of autonomous software.

📋 PlayList

0:00 Intro

0:42 - OpenTelemetry graduated as CNCF project and its place within the GenAI era

4:50 - Alex explains his motivation behind researching on vibe coding and AI agents

5:40 - Deep dive on vibe coding with Alex

8:16 - Vibe coding tools comparison

13:17 - Balancing privacy and security

17:00 - Practical tips for teams who want to start with OpenTelemetry and VictoriaMetrics stack

20:04 - What makes observability for AI agents challenging compared to monitoring classic microservices?

25:30 - What type of insights traces can provide for AI agents that metrics cannot?

28:30 - How should teams decide which auto-instrumentation approach fits their AI stack?

31:25 - Is OpenTelemetry already becoming the standard for observability in the AI ecosystem?

Alex Marshalov's articles: https://victoriametrics.com/blog/vibe-coding-observability/ and https://victoriametrics.com/blog/ai-agents-observability/

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