Best on a bigger screen

Sorry — not on phones for now. I promise it’s worth the walk to your laptop or tablet. Open it there for the full experience.

Samuel

Beginnings

Samuel in a black cap and white T-shirt, hand over his mouth, in a gold picture frame. Caption: “this is me, losing it thinking about what to put on this website.”

hi Javi & Celia, my name is Samuel!

This isn’t really a love letter, more like a job application 🤣.. but I believe going the extra mile is what makes exceptional people win.

I started coding in high school, when limited edition sneakers were a big thing, they usually sold out within a few seconds of being released.

I started learning JavaScript to build my own bots that would buy the sneakers I wanted, so I could resell them.

Later I joined my friends to build Ganesh, an automated sneaker bot that was used by over 1,500 other users at its peak and our users purchased more than $30 million worth of sneakers before the hype died down.

Now

I loved reverse-engineering complex apps and APIs, taking them apart until I know exactly how they work.

Funny enough, after building Ganesh, a friend of mine who worked at a big European sneaker retailer asked me to help them build anti-bot protection for their raffle system.

I learned a lot about the backend and how to balance heavy load and concurrency, so things stay fast when traffic spikes.

I work AI-first: I write my own system so my agents like Claude Code, Cursor and Grok bot build in parallel, while I review the running app.

My latest project is Keta AI (opens in a new tab). I talk more about it in #projects section.

Delivered

A mirror selfie on an iPhone camera screen: Samuel in a steel elevator wearing a cap, headphones, a black hoodie and gray sweatpants, phone raised, a silver suitcase beside him.

Life

I live in Paris7°CParis but I spent the last four years in Los Angeles18°CLA and moved back to Europe earlier this year. I was born in Prague3°CPrague.

I traveled a lot over the last three years and Flighty (opens in a new tab) is one of my favorite (and best designed) apps ever, so I pinned my stats from it to the wall.

I’m a huge fan of the aviation industry, from the planes themselves to everything that keeps them flying.

When I’m not flying, I’m running. I’m part of Founders Running Club in Paris.

PRAHAPRG01 JAN2025DEPARTEDNEW YORKJFKADMITTED08 FEB 2026
WIEN-SCHWECHAT01 JAN 2025ARRIVALVIEDELHIDELDEPARTURE08 FEB 2026DUBAIDXBDEPARTED21 JUL2023SUVARNABHUMIBKKARRIVALLONDON HEATHROWLHRENTRYARRIVALHONG KONGHKGCANCÚNCUNENTRADA
LOS ANGELESADMITTEDLAXSAN FRANCISCOADMITTEDSFO21 JUL 2023DOHA HAMADDOHTRANSITSYDNEYSYDARRIVED

How I use AI

I figured that working AI-first is the best and only way to build in 2026. My “favorite new thing” is Reason Network where I manage agents that work across my MacBook, my Mac Studio and in the cloud.

  1. Idea / Issue written down in Notion
  2. Claude Code plans against a spec (like this one)
  3. Work split across agents (Claude Code, Grok bot, …) on the Reason Network
  4. Review on the running app with Agentation → annotations back to the agent
  5. Ship; agent films/verifies its own UI with Stageshow scripts

The Reason Network links my agents peer-to-peer, so a session on one machine can ask another for what it needs.

  • Agents I run

    • Claude Code
    • Grok bot
    • Cursor
  • Skills I install

    • Stageshow (Benji Taylor)
    • jakubkrehel/skills
    • interfaces skills
  • How I review

    • Agentation annotations
    • /better-interface
    • /break

This page was built this way. Flip Blueprint Mode to see the seams.

Projects

I run a small two-person software studio (opens in a new tab) (opens in a new tab) with a close friend, we work on our own projects whenever we have time or think of an idea for something that we or other people could use.

  • An unlimited AI video generator: take a clip’s motion and recast it with your own characters, products or clothes.

  • Private solvers for DataDome, Akamai and Kasada, which we sold per request, only to scraping services.

    We used to offer these APIs and services on our Discord server (opens in a new tab).

    • DataDome
    • Akamai
    • Kasada
  • I worked on internal anti-bot protection for Footshop, freelance.

    • Browser fingerprinting
    • TLS fingerprinting
    • Identity checks
    • Rate & velocity checks
  • Where it started: in high school I wrote Ganesh, a bot to buy limited sneaker drops, and it became a product people paid for.

Agents, skills, work

  • Agentation
  • Claude Code
  • ChatGPT
  • Notion
  • Raycast
  • Supabase
  • interfaces.dev
  • X
  • Figma
  • Mobbin
  • Grok bot

Claude Code, Grok bot and Cursor are linked peer-to-peer on the Reason Network (opens in a new tab), so they talk directly, also here’s some of my favorite skills.

npx skills add benjitaylor/skills --skill stageshownpx skills add jakubkrehel/skillsnpx skills add jakubkrehel/make-interfaces-feel-betternpx skills add vercel-labs/next-skills
2,256 contributions in the last yeargithub.com/itemscenter (opens in a new tab)

Inspiration

Why Rebolt

“Agents do the work. Engineers review and sign.”

I quoted this line from your website and it kinda stuck with me because I’m trying to do the same thing. I build full systems my agents follow to ship exceptional product, I review the tests and running app, nothing ships until it feels right.

Seeing it applied to aircraft maintenance sounds interesting, especially since I’ve spent over 1,300 hours on planes in the last 3 years. I’d love to work on the software that keeps them flying, and make the review-and-sign part feel as good as the agents are fast.