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AI workflow

How I actually use AI.

A short, honest list. Not "AI-powered." Not "transforming workflows." Just what I use it for and where my judgement stays in front.

Building this site with Claude Code

This portfolio — Astro, MDX, Tailwind, the per-company variant system at /for/<company> — was scaffolded and iterated through Claude Code in the terminal. I write the brief and the copy; the AI writes the boilerplate.

Per-company application pages

When I apply to a company, I can spin up a tailored version of this site in minutes: one MDX file with a custom intro and a “why this company” section, served at /for/<company>. The rest of the portfolio stays consistent.

Fast prototyping

For personal tools — the Telegram bot, small scripts, one-off experiments — AI shortens the gap between idea and a working thing I can try. I keep the version I actually use; the rest gets deleted.

Where the human stays

Research, interviews, on-site observation, design decisions, and every word I’d actually put my name to: still mine. AI is the scaffolding, not the work.