AWS AgentCore Quickstart

Provider-stated delivery approach

This is the provider's own description of how it delivers, not a plan for your project.

Stated engagement: Build · Stated total duration: 3 weeks

1. Foundation (Week 1)
   • AgentCore runtime deployment and configuration
   • IAM roles and resource policies for agent identity
   • VPC deployment with private subnets and encryption
   • Amazon Bedrock model access and integration
   • Security baseline — KMS, audit trail, network isolation
2. Agent Development (Week 2)
   • Memory and context management for stateful workflows
   • Tool integration — Lambda functions, API connectors
   • Guardrails — content filtering, token budgets, human-in-the-loop
   • Agent tracing and session logging
   • First agent deployed to staging environment
3. Production (Week 3)
   • CI/CD pipeline for agent deployment and versioning
   • Observability — CloudWatch metrics, performance dashboards
   • Load testing and production validation
   • Runbook and knowledge transfer
   • Production go-live with monitoring enabled

Source: https://proximaintel.com/accelerators/aws-agentcore, read 2026-10-21.