# guillermo-site
indie2026The portfolio you're reading. Built with AI in the loop.
## what
The site you're reading. AI was in the loop the whole way: the brief got grilled before anything was written, Claude Design was in the loop, Claude Code shipped the code.
Before launch I ran 26 synthetic personas through it with MiroFish: hiring managers, recruiters, peers. They read the pages and reported why they wouldn't reach out. Fable 5 checked every page for security and vulnerabilities.
The content is mine. AI did the structure and the iteration.
## why this approach
The old way: write the copy, guess, launch, wait for traffic to tell you what's broken.
With AI you can run the failure first. 26 visitors, one afternoon, before going live.
## what breaks
MiroFish hallucinated a project name. The pattern it found was real; the details weren't. Synthetic visitors are a stress test, not real users.
## what i learned
Claude Design will give you some guidance but it is on you to make it unique.
The structure can be generated. The opinions can't. The writer is still the bottleneck, in a good way.
