CLIProxyAPI · Warp · visual course
Measure the real path. Stop where proof ends.
Eight lessons to review the safe plan before any inference. The state remains blocked until explicit approval.
16 IDs53 strict + 9 conditional189 strict → 213 candidateBLOCKED
Lesson 1Freeze the real surfaceLearn why the ranking must measure the path Warp uses, not a convenient shortcut.Lesson 2Read the matrix without promoting a hypothesisSeparate 53 strict cells, 9 conditional cells, unsupported scenarios and the image route.Lesson 3Define metrics that keep their meaningUse monotonic milestones for TTFT, TTFE, visible TPS and total latency.Lesson 4Make the stream tell the truthSeparate headers, valid SSE, reasoning, visible content and the terminal event.Lesson 5Measure tools the way Warp sends themUse 33 inert schemas and separate native tool use from sidecar adaptation.Lesson 6Name continuation correctlyCompare resent history, emulated previous_response_id and the streaming limit.Lesson 7Treat unknown as a blockerBlank price, quota, overhead and reset do not mean zero — they mean stop.Lesson 8Advance only when the gate opensUse freeze, cost, maintenance, canary and long stages as independent barriers.