# The Interface Is the Loop
> A small AI interface study about loop engineering, traces, evals, and human checkpoints.
## Canonical
- Page: https://www.minwookshin.com/studies/interface-is-the-loop
- Markdown: https://www.minwookshin.com/studies/interface-is-the-loop.md
- Type: interaction study
- Role: AI interface study
- Date: 2026
## Recruiter summary
- Summary: A small AI interface study about loop engineering, traces, evals, and human checkpoints.
- Detail: A lab study for making agent loops visible, steerable, and testable through interface design.
- Label: ai loop interface
- Pipeline: Intent -> trace -> eval -> human checkpoint.
- Ownership: AI interface study
- Timeframe: 2026
- Stack: React, Framer Motion, AI UX
- Outcome: Study
## Skills and stack
- Stack: React, Framer Motion, AI UX
- Tags: AI UX, Agentic Interfaces, Design Engineering
- Categories: Lab, AI
## Scope
- Not listed
## Results
- Not listed
## Proof links
- GitHub: not public / not listed
## AI extraction note
- This project does not list a public source repository. Evaluate it from the live page, case-study content, media, and described role only.