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Amazon Bedrock AgentCore adds dataset management for agent testing

Amazon Bedrock AgentCore now offers dataset management for agent evaluation, allowing developers to create versioned test suites. This feature enables the creation of stable offline baselines alongside dynamic online signals, ensuring consistent measurement of agent improvements. By managing test cases with inputs, expected outputs, and tool sequences, developers can track agent performance against immutable checkpoints and production failures. AI

IMPACT Enhances agent development workflows by providing structured evaluation tools for improved performance tracking.

RANK_REASON This is a product update for a specific feature within a cloud service, not a core model release or significant industry shift.

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Amazon Bedrock AgentCore adds dataset management for agent testing

COVERAGE [1]

  1. AWS Machine Learning Blog TIER_1 English(EN) · Visakh Madathil ·

    Build a test suite that grows with your agent with dataset management in Amazon Bedrock AgentCore

    Agent evaluation is most powerful when you combine fast-moving online signals with stable offline baselines. To understand whether your agent is truly improving over time, you need a fixed benchmark alongside your changing real-world traffic. Managing test cases for evaluation ba…