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Integration guides, API reference, scoring methodology, and best practices for evaluating developer-AI collaboration.

Guides
Getting StartedSTART HERE

Create your first assessment, invite candidates, and read your first AI Collaboration Score — in under 10 minutes.

Creating Assessments

Choose a role and seniority, configure difficulty, set time limits, or let Maven auto-generate a challenge calibrated to your tech stack.

Inviting Candidates

Send individual or bulk invites by email. Candidates sign up, accept, and start — no app downloads, no environment setup.

Reading Results

Understand the AI Collaboration Score, behavioral dimensions, developer archetype classifications, and risk flags in every report.

Scoring Methodology

How Maven weights prompt quality, critical evaluation, iterative refinement, independent judgment, and debugging across each session.

Workspace Environment

What candidates see: browser IDE, built-in AI copilot, terminal, file system. Configuring allowed tools and Socratic-only mode.

Integrations
REST API

Programmatic access to invites, submissions, scores, and reports

Webhooks

Real-time events for submission completion, scoring, and invite status changes

ATS Integration

Push results directly to Greenhouse or Ashby — sync jobs, candidates, and scores

SSO / SAML

Enforce single sign-on for your org via any SAML 2.0 identity provider

For candidates

If you received an assessment invitation, here's what to expect:

01You'll get a full IDE in your browser — no downloads or local setup required.
02AI tools are built in and encouraged. We measure how you collaborate with AI, not whether you use it.
03The timer starts when you click "Start." Take a moment to read the brief first.
04Your code runs in a real sandboxed environment with a terminal. Test as you go.
05After submitting, you'll receive your AI Collaboration Score and a breakdown of your session.
Need help?

Email support@maven.dev for integration help, or hello@maven.dev to schedule a walkthrough.