AWS ML BlogSaturday · May 23, 2026FREE

Break the context window barrier with Amazon Bedrock AgentCore

Amazon Bedrock AgentCore introduces support for Recursive Language Models (RLM) using the Code Interpreter and Strands Agents SDK, as detailed in an AWS ML Blog post published May 21, 2026. This feature allows processing documents of any length without context size limitations. The implementation uses Bedrock AgentCore Code Interpreter as persistent working memory for iterative document analysis, orchestrating sub-LLM calls from within a sandboxed Python environment to analyze specific document sections. This approach effectively breaks the context window barrier, enabling analysis of arbitrarily long documents by recursively processing sections. The feature is available immediately through Amazon Bedrock AgentCore, with no additional pricing announced beyond standard Bedrock usage costs.