Amazon CloudWatch announces coding agent insights

Amazon CloudWatch Coding Agent Insights

Amazon CloudWatch has launched coding agent insights, providing engineering leaders with visibility into how AI coding tools are driving value across their organization. This feature integrates with the Claude apps gateway for AWS to collect telemetry from coding agents like Codex and GitHub Copilot without additional instrumentation.

As organizations scale AI coding agent adoption, understanding the return on investment becomes crucial. Coding agent insights is built on OpenTelemetry metrics emitted by coding agents and presents them alongside existing CloudWatch operational data. This helps answer questions about which teams benefit from expanded access, where agents are accelerating delivery, and how to right-size token budgets across departments.

• Track spend trends
• Set proactive token billing alerts
• Correlate agent adoption with improvements in commit throughput and pull request velocity
• Identify models delivering the best cost-to-output ratio for workloads

What to do

• Configure your Claude apps gateway to emit telemetry to CloudWatch using the setup guide
• View the Coding Agent Insights dashboard in the CloudWatch console

CloudWatch coding agent insights is available in all AWS commercial regions except Middle East (UAE), Middle East (Bahrain), and Israel (Tel Aviv). Standard CloudWatch OpenTelemetry metric ingestion pricing applies. For more details, see the metrics pricing and documentation.

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