// builder. ships with AI. shows what breaks.

I build real tools with AI. In public.

Telecom labs, exam simulators, data tools. Built in the open, so you see exactly how they work and where they fail.

// what I'm shipping

Proof, not promises.

vibegen.id/cca
The CCA practice simulator: exam and practice modes, with five domains weighted to the real exam.
live · /cca

CCA Simulator

A full practice exam for Anthropic's first official certification, the Claude Certified Architect. Five domains weighted to the real exam, scaled scoring, and a spaced repetition mode that resurfaces every question you miss until it sticks.

single-file html firebase auth built with claude code ~a weekend
Try it live →
vibegen.id/nca-aiio
NVIDIA NCA-AIIO
practice exam + notes
AI Infrastructure40%
Essential AI38%
AI Operations22%
79 questionsexam + practicestudy notes
live · /nca-aiio

NCA-AIIO Simulator

A practice exam + study notes for NVIDIA's Certified Associate: AI Infrastructure & Operations. 79 questions across the three real domains, a timed exam mode and an instant-feedback practice mode — plus condensed data-sheet notes (H100/DGX specs, NCCL, InfiniBand) on what the exam actually tests.

single-file html 79 questions data-sheet notes built with claude code
Study & drill →
NgeLab Reproducible telecom labs you spin up on your own laptop. The config, the steps, and what breaks. building
DataBola Football analytics tools, from scraping the data to the dashboard that calls the shot. next
The Generation channels Four build-in-public accounts: Vibe, Scion, Jannah, Wander. The work, narrated as it ships. live soon

// the system

The system behind all of it.

The file based memory, the playbooks, the prompt packs I use to run every one of these with AI. Not a course. The actual setup. Shipping soon, to the list first.

// follow the build

Watch it get built.