Hire on proof, not promises.

Tell Debby who you need. Debut finds relevant candidates, reviews real work, and introduces the strongest fits.

Product preview · Sample data

Founding engineer shortlist
Candidate
Focus
Evidence
Debby's read
Experience AI
Signal
AAmara Okafor
Backend
Payments service refactorAPI design doc
Strong
9 yrs
Strong fit
JJonas Weber
Data
ETL pipeline rebuild
Strong
7 yrs
Advance
PPriya Nair
Product
Onboarding case studyRoadmap memo
Promising
6 yrs
Review
DDiego Ramos
Frontend
Design system v2
Strong
8 yrs
Advance
MMei-Lin Chu
ML
Ranking model repoEval notebook
Strong
5 yrs
Strong fit
TTomas Silva
Mobile
App store releaseCrash-rate fix
Mixed
4 yrs
Pass
AAisha Bello
Design
Portfolio deep-dive
Promising
6 yrs
Review
EErik Lindqvist
Infra
K8s migration writeupCost audit
Strong
11 yrs
Advance
NNadia Haddad
Growth
Funnel experiment log
Strong
5 yrs
Advance
KKenji Mori
Analytics
Dashboard portfolio
Promising
3 yrs
Review
CClara Fontaine
Backend
Auth service rewrite
Strong
7 yrs
Advance
RRavi Menon
Data
dbt models repoMetrics layer
Mixed
2 yrs
Pass
ZZoe Papadakis
Frontend
Accessibility overhaulPerf case study
Strong
6 yrs
Advance
23 candidates
Add criterion
Add criterion
Add criterion
Add criterion
Add criterion

Proof comes in many forms

GitHub
Figma
Notion
VS Code
Google Sheets
Google Drive
Linear
Dribbble
Behance
Hugging Face
GitHub
Figma
Notion
VS Code
Google Sheets
Google Drive
Linear
Dribbble
Behance
Hugging Face
GitHub
Figma
Notion
VS Code
Google Sheets
Google Drive
Linear
Dribbble
Behance
Hugging Face
Hugging Face
Behance
Dribbble
Linear
Google Drive
Google Sheets
VS Code
Notion
Figma
GitHub
Hugging Face
Behance
Dribbble
Linear
Google Drive
Google Sheets
VS Code
Notion
Figma
GitHub
Hugging Face
Behance
Dribbble
Linear
Google Drive
Google Sheets
VS Code
Notion
Figma
GitHub

How it works

Everything around hiring, in one agent

Debby learns the role, gathers the evidence, and drafts the next step — hiring is more than reading resumes.

Product preview · Sample data

Brief the role

Tell Debby what the person needs to accomplish, not just the title you need to fill.

Review real work

Debut collects portfolios, projects, existing work, or a short role-specific challenge and reviews it against clear criteria.

Meet the strongest candidates

Receive a concise, human-reviewed shortlist with the evidence attached. You pay when you hire.

Every angle of a candidate, in one dossier

What they built, how they think, and how they work with modern tools — evidence in one place, not scattered across a PDF.

Product preview · Sample data

From brief to shortlist

Debby runs each role as a clear process: the brief becomes criteria, submissions get reviewed against them, and strong work branches straight toward an introduction — with a person checking every step.

Completed

Review challenge submission

Debby

Reads the work against the role criteria.

Work holds up
Needs more signal
In progress

Draft intro to the company

Debby

Summary and work links, ready for review.

Request follow-up sample

Debby

Asks for one more piece of evidence.

Suggested criteria

Debby turns a role brief into concrete, checkable criteria — the questions that actually predict whether someone can do the job.

Ships end-to-end without hand-holding
Writes clearly under time pressure
Code quality on a deadline
Uses AI tools with judgment
Can they ship end-to-end?
Owns decisions, not just tickets
Debugs unfamiliar systems
Communicates trade-offs in writing

Evidence from anywhere

Repos, design files, case studies, spreadsheets, live sites — whatever form a candidate's best work takes, it attaches to their profile and travels with them.

Ask Debby

Ask about any role or candidate and get an answer grounded in the brief and the submitted work, with the evidence attached.

who's strongest on the payments challenge?
Checked evidence: 5 sources
X
in
N
2

Here's the quick rundown:

Amara's submission handles the retry edge cases the brief called out, with tests, and her writeup explains the trade-offs.

Two others advanced; the full comparison is attached.

The hiring timeline

Every brief, submission, review, and introduction in one clean vertical timeline — so both sides always know where things stand.

Sofia Rivera submitted a challenge1 hour ago
Published
RE

Onboarding flow challenge

Product designer role

Show 4 more events
Nicole SmithattachedWDesign system v2as evidence5 hours ago
Show all attached work

Why teams prefer Debut to resume screens

Real work over keyword matches, evidence over claims, and an agent that explains why someone fits — not just that they applied.

Product preview · Sample data

Founding engineer role

Ask about your candidates

Ask Debby
Attach work
Founding engineer role
Hiring Analytics
Submissions by role trackRoles
Apr - Jun
Jul - Sep
Engineering
Design
Data
280K
240K
200K
160K
120K
80K
40K
July
August
September
Submissions+63%
Sep 2025
TrackDesign
Submissions412 submissions
Jul 2025
TrackDesign
Submissions236 submissions
Evidence by source typeSources
Repos
Designs
Docs
Sites
+3 more
Candidate pipelinePipeline
Submitted100%
Reviewed96.8%
Challenged89.2%
Shortlisted72.4%
Introduced34.7%
Candidates by joining cohortCandidates
Joined 2025
Joined 2026
SlackHiring process
Thread
Prakash
PrakashWednesday at 2:22 AM
@Debby show me the top 5 submissions for the payments challenge
5 replies
Debby
DebbyAPPWednesday at 2:22 AM
Founding engineer shortlist
Candidate
Focus
Evidence
Debby's read
Experience AI
Signal
AAmara Okafor
Backend
Payments service refactorAPI design doc
Strong
9 yrs
Strong fit
JJonas Weber
Data
ETL pipeline rebuild
Strong
7 yrs
Advance
PPriya Nair
Product
Onboarding case studyRoadmap memo
Promising
6 yrs
Review
DDiego Ramos
Frontend
Design system v2
Strong
8 yrs
Advance
MMei-Lin Chu
ML
Ranking model repoEval notebook
Strong
5 yrs
Strong fit
TTomas Silva
Mobile
App store releaseCrash-rate fix
Mixed
4 yrs
Pass
AAisha Bello
Design
Portfolio deep-dive
Promising
6 yrs
Review
EErik Lindqvist
Infra
K8s migration writeupCost audit
Strong
11 yrs
Advance
NNadia Haddad
Growth
Funnel experiment log
Strong
5 yrs
Advance
KKenji Mori
Analytics
Dashboard portfolio
Promising
3 yrs
Review
CClara Fontaine
Backend
Auth service rewrite
Strong
7 yrs
Advance
RRavi Menon
Data
dbt models repoMetrics layer
Mixed
2 yrs
Pass
ZZoe Papadakis
Frontend
Accessibility overhaulPerf case study
Strong
6 yrs
Advance
23 candidates
Add criterion
Add criterion
Add criterion
Add criterion
Add criterion
No keyword-filtered resume piles
Proof-of-work hiring with Debby
No interview loops built around trivia

What Debut stands for

We are too new for testimonials, so here is something better: the principles we are building on, in writing.

Work is evidence

A resume says what someone claims. A repo, a design file, a challenge submission shows how they think, decide, and finish. When the two disagree, we believe the work.

No keyword filters

Nothing on Debut auto-rejects a person for missing a buzzword. Software helps us organize; it does not get to end a conversation on its own.

A person reads everything

While Debut is early, every brief and every submission is reviewed by hand. Debby structures the process; humans make the calls. We'd rather grow slowly than review carelessly.

Challenges respect your time

If a role uses a challenge, it is short, realistic, and mirrors the actual job. No forty-hour take-homes, no spec work dressed up as evaluation.

AI fluency counts for you

How someone works with Claude, Cursor, or a spreadsheet is part of the job now. Using modern tools well is a skill we evaluate, not a shortcut we punish.

Both sides, one agent

Debby holds the context of the role and the candidate, so nothing gets lost between a job post and a first call. The company hears why someone fits. The candidate knows what the role actually needs.

Criteria before candidates

Before anyone is evaluated, the role is turned into concrete, checkable criteria. If we cannot say what strong work looks like, we are not ready to judge anyone against it.

Interviews measure interviews

Whiteboard trivia predicts whiteboard trivia. We look at the thing itself: work that resembles the job someone is being hired to do.

Show, then talk

Introductions on Debut come with the work attached. By the time two people meet, the conversation starts from evidence, not from small talk about a PDF.

Paid on outcomes

Debut earns a success fee when someone is hired. Not for posting roles, not for access, not for volume. Our incentive is a great hire, on both sides.

Honest by default

No invented metrics, no fake logos, no manufactured praise. The sample data in our previews is labeled as sample data. What we ship is what is true.

Early means attentive

Being a young platform is not something we hide. It means senior attention on every role, direct answers, and a process that improves with every single hire.

FAQs

Everything you need to know about Debut. Can't find what you're looking for? Reach out directly and a person will answer.

General

Debut is a proof-of-work hiring platform. Companies brief Debby, our hiring agent, on what they need; candidates introduce themselves with real work; and we match the two on evidence instead of resumes.

For candidates

For companies