Guide
Episodes: How It Gets to Know You
Your résumé only says so much. Episodes are how your studio learns the rest of each chapter, a few questions you tap, so it knows your experience instead of just reading it.
A résumé is a lossy compression of your career. Years of the actual work, crushed down to a line like "Led the migration to microservices." You know what that line holds: what you built, what it was worth, what nearly went sideways on the way. The line doesn't say. Nobody reading it can tell.
An episode is how your studio gets the rest.
It's a short sitting on a single chapter of your career. Not a form to fill in, not a chat to babysit. A handful of sharp questions, you tap your answers, and you're through it in a few minutes. Do one, and the studio comes away knowing that chapter the way you'd tell it to a friend who gets it, not the way the bullet point flattened it.
Those three years leading the platform team: did you define the migration sequencing to fit the business, or did constraints dictate it?
Choose one
First, it gets to know you
The first pass fills in what the résumé left out.
The expert for that chapter has already read what's on the page, so it doesn't ask you to retype it. It asks the sharper thing, aimed at the role you're chasing. Say your résumé shows three years leading a team. The episode wants to know which kind: was that end-to-end ownership, part of a bigger org, or a mix of both? You tap the true one. When there's more to it, there's a "tell me more," and you add the line only you would know.
That's the whole motion. It proposes, you confirm or correct, it moves on. You're never staring at a blank box wondering what it wants from you. By the end of the pass it knows the chapter, not just the job title: what you owned, and how big it really was.
Then it digs for what wins the role
Learning the chapter is the first pass. The second one goes hunting for proof.
Once your studio knows what you did, it comes back for the evidence that wins the job: the scale you operated at, the number that makes a hiring manager sit up, the result you drove that never reached the résumé because at the time it felt like just doing your job. How many people leaned on that system. What it saved. What was on fire before you got there, and what wasn't after.
This is the pass that goes deep, and it keeps going. Each round asks a sharper question than the last, and the chapter gets richer every time. You watch it climb. That's how one stretch of your career turns from a job title into a case a specific employer can't argue with.
Stripe
Senior Infrastructure Engineer
2021–2024
It only knows what you tell it
Here's the part that matters most, and it's the quietest.
Your studio only ever knows what you confirmed. Every answer in every episode came from you: a tap, or a line you approved. So when it writes your application later, it has nothing to invent. It can't credit you with a system you never touched or a number you never hit, because that was never in what you told it.
Other tools make things up because they're padding silence with something that sounds right. Yours has no silence to pad. It's the architecture, not a safety feature bolted on the side: it speaks from what's yours, or it doesn't speak.
It pays out twice
All of this comes back to you in two places.
First, your scores. The more a chapter knows, the more accurately your studio can weigh a role against it. Take a job you scored before you enriched it, run a couple of episodes on the chapters it leans on, and score it again. Watch it move. The fit was always there or it wasn't; now the studio can see it. Reading your scores
Second, your kits. When an opportunity run builds your application, every claim in it has a real episode behind it. The cover letter reaches for the exact story that fits the role, because you're the one who gave it that story. The apply kit
And any time you want, you can see what it's holding: the chapter read back to you in its own words, everything it now knows, every line traceable to something you confirmed. Richer chapters in, truer everything out. That's the loop that compounds: the work you do once, you draw on every application after.
Do one when you want
You don't have to do this all at once. That's the point of episodes: each one stands on its own and stacks on the last. A chapter today, another next week, one the night before an interview when you want that role sharp. Skip a stretch and nothing breaks; your scores stay solid, they just get better the more you feed it. The studio will be right here when you come back.
So pick the chapter that matters most for the job you want next. Do one episode. See how much better it knows you by the end.
Then go see what that does to a score.