yuan.luna_

whoami
Yuan's portrait

A faithful daughter of God, a loving wife, a cat mom, an amateur painter/doodler.

I love things that look effortless because someone cared about the details: software that never goes down, a painting that feels finished, a well-made Americano to start the morning. These days I teach AI agents to behave themselves. Mostly.

A decade in tech, from Meta to scrappy startups, taught me that the good stuff is elegant, a little stubborn, and made with care.

Originally from Beijing, now happily settled in Irvine, California. Wherever life takes me, my foundation will always be in God.

cat skills.md

AI & Agentic Systems

I build the systems that make AI agents dependable enough for real work: rules enforced in code rather than politely requested in prompts, evals that tell whether an agent is doing its job or just sounding confident, and a second agent that audits the first. At Linktree, an agent I built tests every pull request, and moving its rules from prompts into code made it cheaper and far more reliable. Now I'm building a self-healing system that catches production issues, has a coding agent fix them, and decides whether each fix is safe to ship. Its best feature is knowing when not to trust itself.

Agent Harnesses Evals Loop Engineering MCP Claude Code Devin Codex

Languages & Frameworks

I build across the whole stack, from a React front end to a GraphQL API to a SQL query that really should have had an index, and I obsess over one thing: how it all feels to the person on the other end.

TypeScript JavaScript Python Hack SQL React GraphQL

Full-Stack, Pipeline to Pixels

End to end is where I do my best work. I've shipped everything from the CI/CD pipeline and DevOps underneath, through cloud and edge infrastructure, up to the front-end experience and the A/B test that tells you whether it worked. When something breaks, I follow it to wherever it actually lives, and I'd much rather fix the root cause than keep being the person who gets paged.

CI/CD DevOps Kubernetes AWS GCP Terraform Fastly BigQuery A/B Testing
ping yuan
status: available for freelance

I build agentic AI solutions and AI-powered products. Let's create something meaningful together.

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