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Models & availability
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From the source
Agent-driven synthetic monitoring with Amazon Nova Act
Amazon published a guide on implementing synthetic monitoring using Amazon Nova Act and Amazon Bedrock AgentCore.
The approach replaces traditional DOM-selector-based browser automation with a multimodal LLM that processes UI screenshots, aiming to reduce script brittleness and maintenance overhead.
The post includes architecture, sample code, and scheduling via Amazon EventBridge Scheduler.
From the source
Amazon Nova Act uses a multimodal large language model (LLM) that processes UI screenshots rather than DOM selectors, making it significantly more resilient to UI changes. Because the model reasons from what it sees on screen (not from CSS classes or element IDs), it adapts when styling changes without requiring script updates.
aws.amazon.com