Thinqr

Product · Scenarios

Tasks that
look like work.

Our scenario library is built from real production incidents, feature requests, and architecture reviews — tagged by role, seniority, and stack. Or bring your own.

Backend
Frontend
Full-stack
Infrastructure
ML engineering

Example scenarios

Mid–Senior Node.js · Jest · Postgres

Debug a flaky test suite

A CI pipeline fails intermittently. The candidate is given the failing runs and must localize the race condition, propose a fix, and demonstrate it holds under load.

Senior–Staff Any

Design an idempotent webhook receiver

Build a webhook handler that tolerates retries and ordering issues. Architectural discussion about at-least-once vs exactly-once, plus working code.

Junior–Mid TypeScript · React

Build a feature against a real API

Ship a small feature given a JD, a Figma mock, and a live API. Tests the full front-end loop including AI-assisted iteration.

Senior+ Any backend

Performance regression triage

A recent PR tanked p95 latency. Given traces and git history, find the cause and propose a remediation plan. No 'just read the commit message' shortcuts.

See it on a real interview

20 minutes.
One real scenario.

We'll run a live scenario with you in the actual product and walk through the evidence trail together. No slides, no pitch deck — just the workspace.

No credit card · Cancel anytime · SOC 2 in progress