Automate the full agent lifecycle. Git push → Docker build → ECR push → ECS deploy → smoke test → promote. Blue/green deployments, canary releases, rollbacks.

Route agents to the nearest healthy region. Latency-based routing, active-passive failover, CloudFront edge caching for agent responses, and Global Accelerator for TCP/UDP agents.

Build a complete agent without managing a single server. Lambda orchestrates Bedrock calls, tools, and state. API Gateway provides HTTP + WebSocket endpoints.

Cut LLM latency and cost by 40-70% with semantic caching on Redis and Bedrock prompt caching. Config-driven cache policies, invalidation, and monitoring.

Agents are stateful. Store conversation history, session state, and tool results in DynamoDB. Add Global Tables for multi-region replication and DAX for caching.

Take your MCP server from localhost to production on AWS. ECS Fargate with ALB, auto-scaling, Secrets Manager, and a CI/CD pipeline so shipping is one git push away.

One agent is a feature. A platform for building agents is a capability. Unify tools, governance, approvals, deployment, and monitoring into an internal platform that every team can use.

Your agent is a single point of failure. Deploy across regions, handle region failover, replicate state, and keep the agent running when a data center goes dark.