2 result(s)
This article explains how to build audit logging for multi-platform AI bots using Python and AWS CloudWatch to answer questions like “who is actually using our bots today?”. It covers architecture, event schema, ingestion, storage, querying, privacy considerations, and practical implementation tips to capture, ship, and analyze bot usage across channels.
The article explains how to teach Agentic Strands agents to assume cross-account AWS IAM roles so they can read resources (for example, to answer operational questions like which VMs are running high CPU or low on disk). It covers the motivation, high-level workflow (AssumeRole via STS), and practical/security considerations for enabling safe cross-account access by autonomous agents.