Amazon Bedrock AgentCore Revolution: Build AI Agents That Think, Remember, and Evolve

Amazon’s latest innovation, AgentCore, is transforming how businesses build and deploy AI agents. This new platform offers a serverless deployment model that only charges for resources when they’re active, helping companies save on infrastructure costs. AgentCore works with multiple frameworks and models, giving developers flexibility when creating custom AI solutions.

Security is a key feature of AgentCore. It provides complete session isolation to prevent data leaks between users. Companies can connect their existing systems through APIs and Lambda functions that AI agents can discover and use automatically. This makes integration simpler and faster. The system analyzes unusual patterns to identify potential security threats before they can impact business operations.

AgentCore’s robust security ensures data privacy while enabling seamless API integration for faster business deployment.

AgentCore gives businesses control over their AI systems through policy enforcement. Companies can create rules using natural language or Cedar-based policies. The system checks all tool requests before execution to verify they follow company guidelines. These policies work across different tools without requiring custom code for each one.

The platform includes 13 built-in evaluation metrics that check if agents are correct, helpful, safe, and using tools properly. These metrics are part of AgentCore’s continuous behavioral evaluations system. Companies can also create custom evaluators for their specific needs. All this data feeds into Amazon CloudWatch for real-time monitoring and alerts.

One of AgentCore’s most impressive features is its episodic memory. Agents learn from past conversations, helping them understand context better over time. This creates more human-like interactions that improve with experience. The system supports both short conversations and longer tasks that can run up to 8 hours.

AgentCore also excels at natural conversations. Users can interrupt agents mid-sentence, and the agents will adjust without breaking the flow. This works for both text and voice interactions, making the experience feel more natural. Major enterprises like PGA Tour and Nasdaq are already implementing AgentCore to enhance their AI capabilities.

With enterprise-grade security features like VPC connectivity and PrivateLink support, AgentCore meets business security requirements. The platform balances advanced AI capabilities with practical business needs, making it easier for companies to deploy AI agents that can think, remember, and evolve.