Amazon Bedrock AgentCore: New Features for Trusted AI Agents (Policy, Evaluations, Memory & More!) (2025)

Get ready for a game-changer in the world of AI! Amazon Bedrock AgentCore is here to revolutionize how we deploy and trust AI agents. With its latest updates, AgentCore is taking the lead in empowering organizations to unleash the full potential of AI, but not without some intriguing controversies and thought-provoking questions along the way.

AgentCore has been making waves, and for good reason. In just 5 months since its preview, it's already been downloaded over 2 million times, with organizations across industries embracing its capabilities. Take PGA TOUR, for instance, a sports pioneer that's built a multi-agent system to generate content, achieving a 1,000% increase in writing speed and a 95% cost reduction. Or Grupo Elfa, a Brazilian retailer, using AgentCore to transform their reactive processes into proactive operations, achieving 100% traceability of agent decisions.

But here's where it gets controversial... As organizations scale their AI deployments, they face a delicate balance. The very autonomy that makes AI agents powerful also makes them challenging to deploy confidently. How do we ensure they don't access sensitive data inappropriately or make unauthorized decisions?

Enter Amazon Bedrock AgentCore's new capabilities. With Policy in AgentCore, you gain precise control over agent actions, defining clear boundaries with fine-grained permissions. And with AgentCore Evaluations, you can continuously monitor agent quality based on real-world behavior, ensuring they meet the standards required for customer and employee interactions.

But this is the part most people miss... AgentCore doesn't just stop at control and evaluation. It's also expanding what agents can do. With Episodic functionality in AgentCore Memory, agents can learn from experiences and adapt solutions, improving consistency and performance. And with Bidirectional streaming in AgentCore Runtime, voice agents can engage in natural, simultaneous conversations, adapting to user input mid-response.

Policy in AgentCore gives you the power to treat agents as autonomous actors, verifying their decisions before they access tools or data. It integrates seamlessly with the AgentCore Gateway, intercepting tool calls and maintaining operational speed. And the best part? You can create policies using natural language or Cedar, an open-source policy language, making it accessible to development, security, and compliance teams.

AgentCore Evaluations, on the other hand, is a fully managed service that continuously monitors agent performance. It provides built-in evaluators for common quality dimensions and allows you to create custom scoring systems tailored to your business needs. All results are visualized in Amazon CloudWatch, giving you a unified monitoring dashboard and the ability to set up alerts for proactive quality management.

And this is where we invite you to join the discussion. How do you feel about the balance between agent autonomy and control? Do you think these new capabilities strike the right chord? We'd love to hear your thoughts and experiences in the comments below!

Remember, with Amazon Bedrock AgentCore, you pay as you go with no upfront commitments. So, are you ready to explore the future of AI with AgentCore?

For more information and to get started, visit the AgentCore Developer Guide and discover how you can leverage these powerful features in your AI journey.

Amazon Bedrock AgentCore: New Features for Trusted AI Agents (Policy, Evaluations, Memory & More!) (2025)
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