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Coding Agent Observability - Monitor AI Coding Assistants

· 9 min read
Ranjan Sakalley
Founder & CPO at base14

Coding agents like Claude Code, OpenAI Codex CLI, and Google Gemini CLI now ship with native OpenTelemetry support. This means you can collect structured telemetry covering token usage, cost attribution, tool calls, sessions, and lines of code modified, the same way you instrument any other production system.

This post covers what each agent emits, how to enable collection, and what we learned running Claude Code telemetry across a team.