Practise for your next role. Prove your skills through real work.
Paste any job description to run tailored spoken interviews, generate cited artifacts, and accumulate permanent evidence on your repo record.
· 3 free practice credits on signup · No credit card required
An interviewer that listens, probes, and remembers.
Not a script reader. Not a one-way recorder. Manual turn mode gives you complete control over your thinking time.
Start answering
Press when you are ready to speak. The silence timer pauses while you gather your thoughts.
Voice capture
Speech recognition tuned for technical vocabulary and Indian English dialects.
Submit answer
You control when the turn ends. No automated cutoffs mid-sentence.
Walk me through how you would handle write amplification in a high-volume LSM-tree store.
“We tuned the compaction threshold to leveled compaction with a fan-out factor of 10, trading write latency for 4x faster point lookups.”
Cited to 04:12 transcript moment
What you walk away with.
Every interview drill, community debate, and pull request prints a verifiable record to your evidence log.
- Knowledge Graph IngestionSTATED
De-duplicated entities mapped to original evidence sources.
6 sources, de-duplicated. Your CV stops being the whole story.
- JD Role Fit Coverage MapSTATED
Must-have vs nice-to-have skill coverage score.
- Evidence Artifacts PackCORROBORATED
Case studies, README, proof card, and LinkedIn summary.
- Public Profile /u/<you>CORROBORATED
Live portfolio with embeddable GitHub hire-me badge.
a link you can drop in any application
- Spoken Interview ScorecardCORROBORATED
Transcript cited rubric scores across system design and coding.
- Ritual Streak & Consistency BadgesCORROBORATED
Anti-brigaded reputation and 30-day consistency record.
- Merged Pull RequestVERIFIED
Squash-merged commit in a live production open-source repository.
merged by a mentor, not by you
- AI PR Review Against CriteriaVERIFIED
Verified criteria met, static analysis pass, and mentor approval.
checked against the task's own acceptance criteria
- Senior Engineer Written VerdictVERIFIED
Staff-level engineering evaluation and 3 targeted corrections.
Structural credibility: not self-awardable.
Most platforms allow anyone to claim anything. Here, the highest tier of proof is strictly locked by the database.
STATED
What you declare about yourself.
Imported from your uploaded CV, GitHub profile, or LinkedIn summary.
Valid starting point, but carries unverified weight in technical hiring.
CORROBORATED
Backed by external observable artifacts.
Public git commits, published packages, teammate peer reviews, and practice interview transcripts.
Provides tangible corroboration that can be inspected and cross-referenced.
VERIFIED
Observed and awarded by the system.
Mentor-merged pull requests, verified interview evaluations, and staff engineer reviews.
Structurally not self-awardable. A candidate cannot award this tier to themselves.
Why join the club? Real effort for permanent proof.
No expensive bootcamps. No vanity certifications. Transparent expectations.
What you give
- ›~20 minutes a day of focused practice
- ›Honest stances on architecture dilemmas
- ›Willingness to receive unsparing code review
- ›Commitment to ship working code on real repos
What you get
- ›Permanent verified receipts on your public profile
- ›Spoken AI practice against any real JD
- ›Direct mentorship from working staff engineers
- ›Community membership: 100% Free
Pay per interview. No subscription. Nothing recurring.
Preparation is transient — you need it intensively for 2–3 weeks. You should never be billed monthly for something you completed.
Single Pack
1 full interview session + cited report generation.
- ✓1 complete interview session
- ✓Role-fit gap analysis
- ✓Cited scorecard
- ✓Exportable PDF dossier
Pack of 5
Best for comprehensive role prep and system design drill.
- ✓5 interview sessions
- ✓All artifact generations
- ✓Public profile badge
- ✓Full evidence pack
Season of 12
For deep career transitions and staff-plus mock loops.
- ✓12 interview sessions
- ✓All artifact exports
- ✓Priority AI generation
- ✓Knowledge graph updates
Reviewed Session
For working engineers with an upcoming interview. A senior engineer reads your cited report and sends a written verdict plus 3 corrections within 24h.
- ✓1 spoken AI interview against your specific JD
- ✓Full transcript cited scorecard with rubric breakdown
- ✓Human review: senior engineer reads transcript & code
- ✓Written verdict + 3 concrete tactical corrections within 24 hours
- ✓Permanent VERIFIED credential stamped to your profile
No subscription. Nothing recurring.
Reverse Job Board & Technical Duels
A reverse hiring marketplace where verified evidence attracts outbound recruiter interest without applying to black-hole job portals. Coming soon.
Frequently asked
How does the AI interview work?
You paste a job description. The engine parses the technical requirements into a structured blueprint and conducts an adaptive spoken interview. Unlike scripted chatbots, it listens to your answers, probes architectural trade-offs, and provides immediate cited feedback.
Can I try it for free?
Yes. Every new user receives 3 free welcome credits immediately upon sign-up. You can inspect any job description and run an initial practice interview without entering credit card details.
Why is there no monthly subscription?
Interview preparation is intense and transient. You prepare for a few weeks, succeed, and move on. Subscriptions exploit user forgetfulness; we charge per interview pack so you only pay for what you use.
What is a Reviewed Session ($24)?
A Reviewed Session pairs the AI interview with human staff engineering oversight. After completing your spoken interview, a senior engineer reviews your transcript and code, delivering a written assessment and 3 actionable corrections within 24 hours.
What makes the evidence verified?
The verified tier cannot be self-awarded. It is granted only when code is squash-merged into a mentor-led repository or when a human reviewer confirms technical mastery.
Start with 3 free credits.
No card required. Paste a job description and run your first practice interview today.