← This weekNewsAgentic AI, MCP & the context layerAWSOpenSearch Agent Health offers a method to observe and evaluate AI agents in production by integrating with AWS. The process involves deploying the agent along with its observability pipeline on AWS, and then using Agent Health to trace operations and conduct evaluations for ongoing quality improvements.
MyDataWork POV — For those managing AI agents in production, OpenSearch Agent Health is a solid addition to your toolkit. It’s not about flashy dashboards, but about real-time insights and actionable evaluations. However, if you're not already neck-deep in AWS or wrangling agents every day, this might just be noise. The feature set is razor-focused on continual improvement, which is a blessing for teams needing to fine-tune their agents regularly but irrelevant for casual users or those in less dynamic environments.
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For MyDataWork users, Agent Studio’s pre-deployment scope can seamlessly align with OpenSearch Agent Health's post-deployment evaluation. Use Agent Studio to ensure the right agentic use case is selected, and then rely on OpenSearch for ongoing quality checks.
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