Help test InterviewThread before wider release.

Join a small, consent-based test group. Use the real workflow, tell us where it fails, and help us decide what is safe and useful enough to release next.

Applying does not guarantee immediate access. The current public tools stay available while cohorts are reviewed.

This beta notice is currently provided in English while its reviewed local-language version is prepared.

Apply

Tell us your role, timing, and main interview-prep need.

Invite

We choose a balanced cohort across roles, experience, language, and accessibility needs.

Test

Complete two or three guided sessions with real resume and job-description evidence.

Review

We connect feedback to a release, fix regressions, and publish what changed.

Apply to a testing cohort

We collect only structured selections here—no resume, job description, or free-text career history.

InterviewThread · How this becomes a release

How this becomes a release

Observe

Tag feedback by product version, surface, cohort, and severity.

Decide

Prioritize accuracy, privacy, accessibility, and blocked-task failures first.

Validate

Run regression tests and human review against an evidence-grounded evaluation set.

Graduate

Expand access only after the release gates pass; otherwise roll back or keep testing.

Release gates

No invented achievement in the audited evaluation set.
At least 95% of generated claims link to source evidence.
Fewer than 2% repeated interview questions in tested sessions.
At least 90% completion of the core resume-to-interview flow.
Privacy, deletion, accessibility, and rollback checks completed.