ADR — Self-Improving Agent Loop Adoption Decision
Architecture Decision Record documenting principles, scope, responsibilities, and rollback boundaries to be agreed upon before introducing the Self-Improving Agent Loop to production
Architecture Decision Record documenting principles, scope, responsibilities, and rollback boundaries to be agreed upon before introducing the Self-Improving Agent Loop to production
Decision framework and pattern catalog for combining Bedrock AgentCore managed service with EKS-based self-hosted agents in hybrid deployment
Overall system architecture, core layers, and design principles of a production-grade Agentic AI Platform
Decision framework for selecting the optimal approach between SageMaker Unified Studio, Bedrock AgentCore, and EKS open architecture based on customer needs
A platform approach that reduces infrastructure operational burden using Amazon Bedrock, Strands Agents SDK, and AgentCore to focus on agent development
Guide to building Agentic AI platform using Amazon EKS and open-source ecosystem
3-plane design integrating ontology and Knowledge Graph into traditional Feature Store to reduce hallucinations, enable provenance tracking, and enhance domain entity utilization
5-stage loop design and safety mechanisms for self-hosted SLMs to autonomously learn and improve from production traces based on Karpathy's autosearch concept
5 key challenges faced when operating Agentic AI workloads