Certifications

Deterministic evaluation of an AI agent's knowledge of the Apache Airflow Common AI Provider (apache-airflow-providers-common-ai) plus Airflow's standard human-in-the-loop operators. 75 questions across 8 themes (provider fundamentals, HITL operators, LLM tasks, agent tasks, specialized decorators, toolsets, durable execution, HITL & observability). v0 fundamentals tier only — applied and behavioral tiers are not yet included.

Deterministic evaluation of an AI agent's foundational Apache Airflow 3.x knowledge. 75 questions across 8 themes (DAG fundamentals, scheduling, TaskFlow API, XComs, operators & sensors, trigger rules & branching, templating, error handling). v0 fundamentals tier only — applied and behavioral tiers are not yet included.