In 4 months, we moved our core platform from a legacy setup to a cloud-native architecture with less operational friction.
Available · Q3 engagements
~/ Software systems that outlastscale withship faster thansurvive the next quarter.
Field notes and hands-on consulting. Mostly TypeScript, AWS, and the organizational shapes around them.
§ 01
Latest Posts and Notes
View All Posts Build a RAG Agent with AWS Bedrock and CDK
Building a RAG agent on AWS Bedrock + Knowledge Bases + OpenSearch Serverless with CDK in TypeScript — architecture, IAM wiring, automated ingestion, and the chat UI.
aws-bedrockaws-cdkrag +3
May 12, 2026 Cloud Computing
Amazon Bedrock Knowledge Bases: Anatomy and the Confluence-Shaped Question
A platform-engineer read of what a Bedrock Knowledge Base actually is, which data sources and vector stores are first-class, and why the console default rarely fits a small corpus.
awsaws-bedrockrag +5
May 12, 2026 Cloud Computing
Kafka or Event Bus? Signals That Push You Off SNS/SQS/EventBridge
Named signals that justify a Kafka migration from a managed event bus, and a four-phase outbox-anchored playbook to move without rip-and-replace.
kafkaevent-drivenaws +4
May 11, 2026 Cloud Computing
§ 02 · outcomes
Selected Outcomes
With a focused AWS and serverless redesign, we reduced annual infrastructure spend by around $200K.
§ 03 · services
How I Can Help
Focused support for architecture and delivery decisions.
Architecture Review
I turn your current setup into a clear, practical technical direction.
Sharper technical decisions
Technical Advisory
Short, practical guidance for product and engineering teams.
Fast and focused feedback