GridSchool Residency

Your next engineering role, mapped from where you stand.

A route built around your goal, and a working engineer who reviews every step with you until a company hires you.

20-minute call. We finish your map on it.

Not ready for a call? Take the free 2-minute check

I am aiming for roles, and it stops at .
defense-first · 11 steps


    AI made code cheap to write. Teams now hire the engineers they can trust with what it writes.

    bet 01

    Proof over credentials

    A reviewed change and a public case study say more than a certificate or a list of tools.

    bet 02

    AI with judgment

    Agents, evals, and the structure of a codebase are the new fundamentals. Using AI well means being able to check what it did.

    bet 03

    A route, not a curriculum

    Your map is built from your goal and rebuilt from what happens: a rejection, a new target, an interview that went sideways.

    bet 04

    Review over content

    Tutorials are free. An engineer reading your work every week and sending it back is not.

    01 · New to the field

    CS grad, bootcamp, or self-taught

    Hundreds of applications and no team that has seen you own a change. You need work that is yours, inside a system that existed before you did, reviewed by someone who reads code for a living.

    route build → proof first, then presence

    02 · Working, want better

    Shipping, but invisible outside your team

    Your best work sits behind an NDA and a resume line. You need it rewritten as public proof, aimed at the role you want next, and rehearsed until the technical round is the easy part.

    route career-first or defense-first

    03 · Between roles

    Laid off, and the clock is running

    You need applications and warm intros moving in week one, while one sharp project runs alongside. Speed without spraying: every application points at something a stranger can check.

    route career-first, sprint

    Not for you if you cannot yet build something that runs end to end, you want a job-or-refund promise, or you will not have your work reviewed by another engineer.


    What you leave with

    Four things a hiring manager can open in under a minute.

    What your map builds toward. Shown here as empty specimens, because nobody can buy them filled in.

    01 · Reviewspecimen

    A reviewed change to a real system

    A pull request with the review thread, the check that catches the defect, and your explanation of why.

    sync/retry.ts+2 −1
      for (let attempt = 0; ; attempt++) {-   await sleep(500)+   if (attempt >= MAX_ATTEMPTS) throw new RetryExhausted(job)+   await sleep(backoff(attempt))
    Review · sent back onceGood. Now show me the test that fails without line 2.
    02 · Verdictempty on purpose

    A written verdict from an engineer who did not help you

    Filled in live at your defense, on the recording. The first thing worth sending a hiring manager.

    Would you interview this person now?
    If not, what evidence is missing?
    Reader, role, date
    03 · Case studyspecimen

    A page that makes the work easy to check

    On your own domain, in your own design. The problem, the baseline, what changed, and what the numbers cannot prove.

    yourname.dev/work/one-real-user
    problem
    baseline
    what changed
    limits
    04 · Defensespecimen

    A recorded defense, judged by an outside engineer

    You explain your strongest work, then handle a change you did not see coming, in front of an engineer who did not help you. The recording is yours to send.

    part 1your work, explainedpart 2a change you did not see coming

    How a week runs

    A senior engineer reads your work every week.

    Eight weeks of teaching and review, 10 to 15 hours a week. After week 8 the 1:1 keeps going until a company hires you.

    45 min

    Your 1:1

    Your code, your plan, your blockers. Same slot every week.

    up to 3

    Written reviews

    On real work. Accepted, or sent back with the one thing to change first.

    75 min

    Cohort call

    Up to five people. What shipped, what broke, who went quiet.

    same day

    Discord answers

    Stuck for thirty honest minutes, you ask. I answer that day.


    Who you work with

    I'm Aden. I build applied AI systems for engineering teams.

    My work is applied AI and agentic graph engineering: systems that map how a codebase fits together, and agents that make changes a team can check before it trusts them. These are problems engineering teams have right now, and they are the problems your map is aimed at.

    I learned to build before the AI era, writing systems from scratch and shipping software people depended on before LLMs arrived. When the wave hit, it was clear engineers would need help. The tools changed faster than anyone could explain them, and it got harder for a team to tell who was good.

    So this is where my time goes. I automate the busywork of a search with the same kind of systems I build, and I plan a map for each engineer around their own goal, so no week goes to work that does not move you toward the role you want.

    Founding terms

    • The rate is quoted on the call. It rises once the founding five have defended in front of outside engineers.
    • The week-2 exit. If either of us says wrong room by the end of week 2, unused tuition comes back. No forms.
    • The one condition. Work every day. Go quiet for three weeks and your spot pauses and I call you.
    • After week 8 I stay. Weekly 1:1, interview prep from your own work, until a company hires you. A company's yes is still theirs.

    Two ways to work with me

    The same map. How much of my time is in it is up to you.

    Both start from where you stand. In the Residency I review every step with you. In Complete you get your map and the first week's work prepared, and you run it yourself.

    GridSchool ResidencyI review every step

    Your map, walked with me every week until a company hires you.

    • Starts with a 20-minute call, where we finish your map
    • A weekly 1:1, up to three written reviews a week, and a cohort call
    • Eight weeks of teaching and review, then the 1:1 keeps going until you're hired
    • The week-2 exit: wrong room, and unused tuition comes back

    Founding rate quoted on the callUp to five residents with me at a time.

    Book a call
    GridSchool Completeyou run it

    Your map from the free check, and the first week's work prepared for you.

    • Five fresh roles that fit your map
    • The hiring manager for each one
    • A short note to each, written in your voice
    • I approve every note before you send it

    $349 for 12 months, or 4 payments of $9914-day refund, no questions.

    Take the free 2-minute check

    Straight answers

    Will you get me a job?

    I make you the candidate a team can evaluate and trust: reviewed work on real systems, a public case study, an outside engineer's verdict, and my reference. I prepare every interview from your own work and keep working with you until you land. A company's yes is still theirs.

    I already have years of experience. Is this too junior for me?

    Your map starts where you are. For working engineers it usually skips the practice codebase and goes straight to turning past work into public proof, a project aimed at the role you want, and rehearsing the rounds where you stall.

    How is the map decided?

    The sentence at the top of this page drafts it from three answers, using the same steps the platform runs. On the call we finish it from your resume, your target companies, and where your last interviews stopped. Every step ends in something a stranger can open.

    Why not follow the map on my own?

    You can, and the draft is yours to keep. What a list cannot do is read your work and send it back, change the plan when an interview goes sideways, or sign a verdict as someone who did not help you. Most steps on your map end in a written review from me, and the defense is judged by an outside engineer. That part is what you pay for.

    Is this a bootcamp?

    No. A bootcamp teaches a stack to beginners. This starts from software you can already write and works on what gets you hired next, planned around you and reviewed every week.

    Why founding, with no placements yet?

    The first five get me at full attention while the method is tuned on them, at the lowest rate anyone will pay. Week 2 is the exit.

    Twenty minutes to finish your map.

    Bring your resume and the last interview that didn't go your way. You leave the call with the route either way.

    Book a call to walk this map