Built-in Token Counting: Telemetry for Production AI Agents

📰 Dev.to · Elizabeth Fuentes L

Learn how to leverage built-in token counting for production AI agents to streamline telemetry and cost tracking

intermediate Published 13 May 2026

Action Steps

Configure Strands Agents for native telemetry
Track token usage with built-in cost tracking
Monitor AI agent performance using out-of-the-box metrics
Optimize agent deployment based on telemetry data
Integrate token counting with existing logging and monitoring tools

Who Needs to Know This

Developers and DevOps teams can benefit from this feature to monitor and optimize AI agent performance, reducing the need for custom tracking solutions

Key Insight

💡 Built-in token counting can simplify AI agent monitoring and cost tracking, reducing the need for custom solutions