Before You Move a Workload to the Free AI Lane, Run the Flip Test

Описание и применение

Тест Flip позволяет командам исключать недопустимые каналы AI, учитывая жесткие ограничения, прежде чем сравнивать цены.

Задача

Deciding whether a workload can be moved to a free AI lane without violating contractual or operational constraints.

Результат

The Flip Test worksheet enables teams to objectively exclude lanes that violate hard constraints, ensuring only admissible options are considered before cost analysis.

Рабочий процесс

• Define lane assumptions with required terms (data classes, max parallelism, pinning, audit log, commitments).
• Create a Workload dataclass with attributes (name, data_class, peak_parallel_agents, pinned_model, audit_log, reviewer_required, hours_per_week).
• Implement blockers() to list constraints that a workload violates for a given lane.
• Run blockers() for each lane to filter admissible options.
• Rank remaining lanes using a tie‑breaker (e.g., cost).
• Select the lane that satisfies all constraints for the next 90 days.

Доказательства

The lane you pick is a statement about what you can refuse

Источник

Here is the artifact. It is deliberately dumb, stdlib-only, and reproducible in one file.

Источник