AI can write the code. Can it judge the code?
Miatz is a selective engineering school. Pass the DSAT gate, do real AI-agent work from week one, and build an auditable record of your decisions — the proof that you can test, orchestrate and command what AI builds. We demystify. You leave with miatz.
Admission is selective · a Demystify Systems company
The three things mass edtech can't give you
A gate that keeps the bar high, real AI-agent work from week one, and an auditable record of your decisions — proof, not a certificate.
We train the thing machines can't do
Not videos and quizzes — real AI-agent work, live incidents, spaced recall and an auditable record. Every surface is built to grow and measure judgment.
Command AI, don't just prompt it
The AI-engineering track — LLMs, prompt engineering, agents, RAG and evals — teaches you to test, orchestrate and command AI systems, not recall syntax.
Prompt Engineering Lab
Write a prompt, watch it run, and get scored on COSTAR and canonical technique — with an optimized rewrite and rationale every time.
Spaced-repetition recall
An SM-2 retrieval engine cements HTTP, SQL, networking, auth, caching and system design so the fundamentals actually stick.
AI simulations & spoken skills
Real-time role-play — skeptical CTOs, angry customers, exec briefings — with voice input and delivery scoring. Communication made measurable.
Judgment, gated and earned
Levels are earned, not given: the DSAT, solved challenges, verified skills and incident scores must clear the bar before you advance.
Applied, not textbook
Every day, week and month is framed by how real systems work and the cost of ignorance — anchored to 35 real documented failures.
360° skill wheel + specializations
A radial competency map across 28 disciplines, plus deep-dive tracks (AI eng, SRE, security, TPM…) with the best references in the world.
Real bug-hunting on live apps
Test real products, file evidence-backed bug reports, and read each app's live schema, RLS and architecture graph.
An auditable track record
Not a certificate — a cryptographically signed, employer-verifiable record of the decisions you made. Proof you can think, in one click.
One school, every role
Students build judgment, mentors coach it with full visibility, and companies hire it — proven by an auditable record.
Foundations → Core → Immersion
The DSAT places you. Foundations (the Sprint) builds the base; Core puts you on real AI-agent work; Immersion retains top performers and routes them to paid work. Every level is earned, every decision logged — you leave with the Itz'at, not a certificate.
Bytes of real engineering, every day
Curated knowledge and real war stories — the cost of getting fundamentals wrong, and how the best get them right.
A missing WHERE clause deleted production
In 2017 a GitLab engineer ran a removal against the primary instead of a replica — and backups had silently been failing.
The cost: ~6 hours down and hours of user data lost. Test your restores, not just your backups.
Anyone can learn to code. Few learn to judge.
Take the DSAT and find out if you're one of the few. Admission is selective — a Demystify Systems company.