AI-Native Engineering
AI is a tool in my workflow, not the workflow itself. I use it to move faster on things I already know how to build, and I review, test, and own everything that ships.
- Pairing with AI for drafting, refactoring, tests, and documentation, with every change read and understood before it lands.
- Strong fundamentals across the stack: TypeScript with React, Next.js, Astro, Svelte, and Vite on the frontend; Node.js, Express, Prisma, Java Spring Boot, Liquibase, and Go on the backend; so I can judge what the tools produce.
- Automated testing with Playwright, Cypress, and Jest, built together with QA, as the safety net that makes speed sustainable.
- Docs and specs written first, so AI works from a clear brief instead of guessing intent.





