devops+ai: 🔥Solving AWS Bedrock's Enterprise Logging Problem: Adding Bot Context to Model Invocation Logs🔥
Let's do DevOps
2025-10-14
The article addresses a common enterprise problem with AWS Bedrock: unknown consumption of AI tokens. It proposes adding explicit bot/user context to model invocation logs so teams can attribute usage, monitor costs, enforce policies, and investigate behavior. The approach uses structured metadata injected at the application or gateway layer and captured in Bedrock invocation logs and downstream observability systems.