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

说明与用途

Flip 测试帮助团队在比较成本之前排除违反硬性约束的 AI 通道。

问题

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

结果

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

工作流

• 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.

证据

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

来源

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

来源