What the words mean
A page pointed you here because it used one of these words and didn't stop to explain it.
Short version of each, and where to go if you want the long one.
- explainer
- One interactive, click-and-drag lesson — the unit this site is built from. 262 explainers on the
AI/ML roadmap, 26 explainers on the Claude Architect track. Does not count boss challenges.
- step
- Anything the journey counts as you move through it: every explainer and every boss challenge.
The roadmap's catalog has 274 catalog steps (262 explainers + 12 boss challenges); the full
click-through sequence — which also counts the very first landing page — has 275 sequence steps. If a
number on this site looks bigger than "262 explainers," it's counting steps, not explainers.
- boss (challenge)
- The coding challenge that closes a phase. No multiple choice — it hands you a real problem, runs
your actual Python in the browser, and grades it. One per phase (6B counts as its own), 12 bosses.
- BYO (Build-Your-Own)
- A staged, test-driven build with no high-level libraries, so the internals become yours — an
autograd engine, a mini-GPT, a vector database, and so on. 16 of them, each keyed to the phase that
unlocks it (BYO-8 unlocks once you reach Phase 5). See all 16 →
- chips
- The small guided controls inside an explainer's panel — set one, watch the picture change, read why
underneath. They're how a page walks you through an idea instead of just describing it.
- The Model Foundry 🤖
- The AI/ML roadmap's own game: earn robot parts in six mini-games (leakage, splits, models, losses,
learning rate, thresholds), assemble and train GRAD-1, then debug it live in three missions.
Enter the Foundry →
- The Agent Hangar 🚀
- The Claude Architect track's equivalent: build an agent's ship stage by stage, then fly missions
with it. Enter the Hangar →
- The Path 🧭
- Your ordered queue through the curriculum, one item at a time, with progress kept on this device.
Open The Path →
- Phase map
- The map of every phase and module on the roadmap — the whole territory The Path routes you through,
one phase at a time. Open the Phase map →