Beta

Hire on evidence, not CVs.

Every CV scored against your requirements. GitHub checked against the claims. Coding assessed with AI in the loop.

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Test Organisation Click and hover to explore ■ 940 credits

Senior Go Engineer

Remote · Full-time

Open Ready
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⌕ Search candidates + Qualification+ Stage+ Assigned to+ Scoring+ Signal
2 selected Add candidate from CV
CandidateScoreQualificationSignalsStageAssigned to
89 Qualified GitHub matches CV International competition +2InterviewYou
81 Qualified GitHub matches CV Open source maintainer +1ScreenSam Lee
74 Partially qualified Fast progression Certified ScreenYou
66 Unqualified Mostly pasted Question copied Applied—
58 Unqualified GitHub doesn’t match CV Required skill missing Applied—
44 Unqualified National award Advanced degree +1Applied—
37 Unqualified AI canary word Question copied +2Applied—

AI writes the CV. AI solves the take-home. Keyword filters miss good people.

Cohort checks the work behind the claims.

1.0 Scoring

Every requirement scored, with the evidence.

  • Per-requirement scores
  • Quoted CV passages
  • Follow-up questions where the CV is vague
  • Stable scores across reruns
Maya Okafor · Senior Go Engineer Strong match
74
  • Go in production92
    “Rewrote the payments ledger in Go, serving 40k requests/min.”
  • PostgreSQL at scale81
    “Partitioned a 2 TB events table and cut p95 queries from 900 ms to 60 ms.”
  • Kubernetes64
    “Maintained Helm charts for 12 services.”
  • Mentoring38
    “No mention of leading or mentoring others.”
2.0 GitHub review

Linked repositories read and checked against the CV.

  • Code read file by file
  • Matches or doesn’t match the CV
  • Who wrote the commits
  • Forks flagged
GitHub projects
  • mokafor/ledger Matches the CV

    For “Rewrote the payments ledger in Go”

    • Double-entry model with idempotent writes
    • Table-driven tests on every handler
    • No CI configuration

    Go 84% · Shell 16% · Owner made 91% of commits by 3 contributors · Last pushed 12 Oct

  • mokafor/k8s-starter Doesn’t match the CV

    For “Maintained Helm charts for 12 services”

    • Fork of a public template with two commits

    Fork · YAML 100% · Last pushed 2022

3.0 Coding assessment

A real codebase, an AI assistant, and a record of every step.

  • Browser editor, terminal and AI assistant
  • Hidden tests on submit
  • Rubric signals linked to evidence
  • Interview questions from the session

Signals are hints, not proof. Your team decides.

Rate limiter · 45 minHidden tests 14/16
  • Problem decomposition Strong evidence

    Split the rate limiter into store, clock and handler before writing code.

  • Verifies AI output Mixed

    Ran tests after 3 of 5 AI edits. Accepted one untested refactor.

  • Debugging Limited

    One failing test, fixed on the first attempt.

  1. 04:12CandidateOpened store.go, wrote the interface
  2. 11:40AIGenerated sliding-window implementation
  3. 13:05Candidatego test ./... · 2 failing
  4. 38:22SystemSubmitted · hidden tests 14/16
How it works

From job listing to shortlist in an afternoon.

  1. 01

    Application

    A candidate uploads a CV through your job's link.

  2. 02

    Checked against the job

    Every requirement is cross-referenced with the CV.

  3. 03

    Follow-up questions

    Where the CV is vague, the candidate gets up to three questions.

    • Software Engineer

      You mention a payments service. Can you link the repo?

    • Lawyer

      Associate at Smith & Co: which practice areas did you cover?

    • Nurse

      Staff nurse at St Mary's: which ward, and what patient load?

    • Product Designer

      Which of these projects did you lead end to end?

  4. 04

    Scored against your requirements

    Each requirement scored, with the passages that back it.

Screen your next role on evidence.

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