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Uses

The tools I reach for, and why they tend to stick around.

A living inventory of the stack behind Sweet Cat Software. Opinionated, but always up for a better argument.

Core stack

Languages
TypeScript & Node.js, end to end. Python when the job calls for it.
Frontend
React with Vite and Tailwind CSS v4. Astro for content sites (this one).
APIs
GraphQL via AWS AppSync; REST where it fits. Apollo on the client.
Data
DynamoDB single-table designs, PostgreSQL, and MongoDB.

AWS

IaC
AWS CDK for everything. One readable stack per project, deployed from the laptop.
Serverless
Lambda, Step Functions, EventBridge, SQS/SNS, API Gateway.
Platform
Amplify Gen 2, Cognito, S3, CloudFront, Route 53.
AI
Amazon Bedrock — including AgentCore for agents with longitudinal memory.

How the work gets made

Agentic coding
Claude Code, driven by a tight CLAUDE.md and a three-MCP setup (Tailwind Plus, an AWS MCP server, and Playwright).
Testing
Jest for units, Playwright for end-to-end UI and API journeys.
Shell
zsh with lazy-loading, AWS multi-account helpers, and a sane non-interactive PATH.
Editor
Whatever stays out of the way. The terminal is home base.

On the workbench

Local inference
LM Studio and a small-form-factor box for running models close to the metal.
Robotics
ROS 2 on a Raspberry Pi — a long-running project named Elliot.
Off-grid
A solar + battery setup keeping a Michigan cabin online without the grid.