Build visibility for Codex on Amazon Bedrock with OpenTelemetry and Amazon CloudWatch
AWS enables native Codex usage observability via OpenTelemetry and CloudWatch without a centralized proxy.
“It is no longer only, 'Can this tool help a developer?' It becomes, 'How do we understand adoption, manage consumption, maintain reliability, and scale access responsibly?'”
AWS published a reference architecture for routing OpenAI Codex telemetry through a local OTel collector into Amazon CloudWatch, giving enterprise teams per-user and per-team visibility into coding agent adoption without intercepting model traffic. The pattern targets technology leaders trying to govern AI tool rollouts at scale—tracking adoption breadth, token consumption by cost center, and agentic workflow uptake. It signals a maturing enterprise AI ops space where observability, not capability, is the new deployment bottleneck.