Resurface Claude Code Usage Across Your Team with CloudWatch OTEL (No Lambda)

Resurface Claude Code Usage Across Your Team with CloudWatch OTEL (No Lambda)

I've been building AI tooling infrastructure to empower a team of 50+ software engineers to do vibe coding safely. We went from 3 engineers using AI full-time to 50+ in 6 months — including non-engineers. (I co-presented on this journey at AgentCon Hong Kong 2026.) One thing we learned: you can't improve what you can't measure. Once you give a team AI coding tools, you want visibility into how they're being used — not to evaluate individual engineers, but to understand adoption patterns. Which...

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