12 live · 7 voted next · 13 round formats
Every way to test
Software Engineer ability.
We test the actual job — coding with AI, calls with buyers, PRDs in your tools. Pick a role, run a 5-min sample.
01
Coverage
12 role families across 4 capability tiers. We tell you exactly what we cover and what we don't.
02
Loop structure
Each role has 4-5 rounds. Resume → screen → 2-3 doing-the-job rounds → behavioral.
03
Customization
Swap rounds, change weights, bring your own problem. The default works on day one.
04
Transparency
No black box. See the rubric, the prompts, even what the AI sees.
Role coverage
Every role we can interview today.
Tiered by how much of the loop we automate end-to-end. Click any role to see the full loop and run a sample.
Tier 1 · Full loop
6 roles · Resume → AI screen → 2-3 doing-the-job rounds → behavioral.Software engineer
Engineering · Junior → Mid → Senior → Lead → Principal
Node/TS, Python, Go, Java, Rust · Postgres, Redis · REST/gRPC
Resume screenAI voice screenCoding sandboxSystem designBehavioral
5-min sample · Debug a broken LRU cache
AI engineer
Engineering · Mid → Senior → Staff → Principal
Python, TS · OpenAI/Anthropic/Vertex · LangGraph · pgvector
Resume screenAI voice screenCoding sandboxSystem designBehavioral
5-min sample · Fix a flaky RAG retrieval
AI agent engineer
Engineering · Mid → Senior → Staff → Principal
LangGraph, AutoGen, Claude Agent SDK · MCP · evals
AI voice screenCoding sandboxSystem designBehavioral
5-min sample · Build a tool-using agent
DevOps · SRE · Platform
Engineering · Mid → Senior → Staff → Principal
Bash, Python, Go · Terraform, K8s, Docker · AWS/GCP · Prometheus
AI voice screenCoding sandboxSystem designBehavioral
5-min sample · Triage a 5xx spike
Frontend engineer
Engineering · Junior → Mid → Senior → Staff
React, Next.js, TS · Vue, Svelte · Tailwind · Vite
Resume screenAI voice screenCoding sandboxSystem designBehavioral
5-min sample · Build a focus-trapped modal
Data engineer
Data · Junior → Mid → Senior
Python, SQL, dbt, Airflow, Spark · Snowflake/BigQuery · Kafka
Resume screenAI voice screenCoding sandboxCase studyBehavioral
5-min sample · Window function regression
Tier 1.5 · Non-coding full loop
3 roles · BYOA work session unlocks doing-the-job rounds for non-coders.Product manager
Product · APM → PM → Senior → Group → Principal
PRD writing · SQL basics · A/B testing · roadmapping
Resume screenAI voice screenWork session (BYOA)Role-playBehavioral
10-min sample · PRD: in-app onboarding redesign
Technical PM
Product · Mid → Senior → Group → Principal
PRD + API design · system literacy · infra/AI domain
AI voice screenWork session (BYOA)Role-playBehavioral
10-min sample · API spec: webhooks v2
Product designer
Design · Junior → Mid → Senior
Figma · design systems · user research · prototyping
Resume screenAI voice screenCase studyWork session (BYOA)Behavioral
10-min sample · Redesign a checkout flow
Tier 2 · First round + behavioral
3 roles · Voice screen + role-play. Deeper rounds in beta.AE · Sales manager
Go-to-market · SDR → AE → Senior AE → Manager
SaaS · MEDDIC/SPICED · Salesforce · discovery, demo, close
AI voice screenRole-playCase studyBehavioral
10-min sample · Discovery call with "Marcus"
Customer success
Go-to-market · Junior → Mid → Senior → Manager
Gainsight · churn · QBRs · expansion
AI voice screenRole-playCase studyBehavioral
10-min sample · Churn save call
Solutions engineer
Go-to-market · Mid → Senior → Lead
Pre-sales · demo-craft · light SQL/API · SaaS, infra, AI
AI voice screenRole-playBehavioral
10-min sample · Live demo to a skeptical CTO
Tier 3 · Coming soon
7 roles · vote to prioritizeMarketing (PMM, Growth, Content)
Marketing
+1· 142 votes
Recruiting · HRBP
People
+1· 87 votes
Finance · FP&A
Finance
+1· 64 votes
Legal · Compliance
Legal
+1· 41 votes
Operations (BizOps, ProgOps)
Ops
+1· 38 votes
Support (L1 · L2 · escalation)
Support
+1· 31 votes
Executive (CEO · COO · CFO)
Executive
+1· 22 votes