Deep technical writing on Claude API, Bedrock,
and enterprise architecture — from a Principal Architect with 14+ years in the field.
No fluff. Just patterns, code, and architecture that actually ships.
AWS Premier Partner architect specialising in Claude integrations, enterprise Landing Zones, and multi-account AWS governance. Building production-grade AI systems — and writing about everything I learn along the way.
A comprehensive field guide to designing robust multi-agent architectures using Claude's tool calling. Real patterns from enterprise deployments — covering error handling, state management, retry logic, and cost control across long-running workflows.
Using Claude's tool calling to automatically audit AWS environments for security misconfigurations, over-permissioned IAM, and cost anomalies — with zero third-party services.
Includes full code, IAM policy templates, and a GitHub Actions workflow to run it on a schedule across all your AWS accounts.
Step-by-step guide to real-time Claude output in a React frontend using server-sent events via AWS Amplify Gen 2.
Coordinate multi-step Claude workflows that run for minutes or hours using AWS Step Functions Express Workflows.
Exact IAM statement blocks for Claude Bedrock access. Covers model invocation, knowledge bases, and agent patterns.
Production-grade system prompt patterns that scale across teams, use cases, and multi-tenant architectures.
Honest field assessment — where Claude Code accelerates infra work, where it needs guardrails, and the workflow I use daily.
I'm a Principal Solutions Architect at an AWS Premier Partner —
with 14+ years designing enterprise cloud infrastructure and 24 cloud certifications across
AWS, GCP, VMware, and Nutanix.
I spend my days building real systems: AWS Landing Zones, Claude-powered automation,
Bedrock agents, multi-account governance. This blog is where I document the patterns
that actually work — the ones I use on production client engagements.
If you're a cloud architect, developer, or technical leader trying to get serious about
Claude and AWS, you're in the right place.