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Skill assessments

Screen developers by concept, not pass/fail

Per-technology assessments that probe each concept to the candidate's ceiling and report a depth score per concept — so hiring teams know exactly which concepts a candidate has mastered, and engineers can prove that depth once and carry it as a verified fingerprint.

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All skill assessments

AI Agents

AI Agent engineer screening: assess builders by concept, not a demo that worked

Screen AI agent engineers with a live adaptive AI interview that scores per-concept depth — the agentic loop, tool & function contracts, multi-agent orchestration, memory & context engineering, trajectory evaluation, agent security — instead of a slick demo that ran once.

See the concept map
AI Engineering

AI Engineering technical screening: assess engineers by concept, not a demo that worked once

Screen AI engineers with a live adaptive interview that scores per-concept depth — RAG systems, evaluation & LLM-as-judge, prompt engineering, sampling & decoding, fine-tuning, inference optimization — instead of a prompt portfolio or a notebook that ran once.

See the concept map
FastAPI

FastAPI technical screening: assess developers by concept, not pass/fail

Screen FastAPI developers with a live adaptive AI interview that scores per-concept depth — dependency injection, Pydantic models, async & the event loop, SQLAlchemy integration, auth with OAuth2/JWT — instead of a single pass/fail on test cases.

See the concept map
Python

Python technical screening: assess developers by concept, not pass/fail

Screen Python developers with a live adaptive AI interview that scores per-concept depth — the data model, decorators, type hints, async & the GIL, the CPython runtime — instead of a single pass/fail on test cases.

See the concept map
Go

Go (Golang) technical screening: assess developers by concept, not pass/fail

Screen Go developers with a live adaptive AI interview that scores per-concept depth — goroutines, channels, error handling, interfaces, the runtime — instead of a single pass/fail on test cases.

See the concept map
Kubernetes

Kubernetes technical screening: assess engineers by concept, not trivia

Screen Kubernetes engineers with a live adaptive AI interview that scores per-concept depth — scheduling, networking, RBAC, workload security, the control plane — instead of kubectl trivia or a pass/fail lab.

See the concept map