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@@ -99,8 +99,19 @@ fix at the wrong end of the pipeline. The line says which
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## Validation
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-Hand-checked against real transcripts, then swept over all 76 A/B logs on this
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-machine (0 crashes, 176 calls bucketed).
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+Hand-checked against real transcripts, then swept over every A/B log on this
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+machine: 76 single-question runs (176 calls) plus the 14 multi-turn with-arm
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+sessions of the 7-repo README corpus (62 calls), 0 crashes. That corpus
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+exercises every bucket:
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+
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+```
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+explore again 29 (47%) · Read a file we returned 7 (11%) ·
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+Read a file we did not return 1 (2%) · Grep/Glob 14 (23%) · moved on 11 (18%)
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+```
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+
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+Read it as a baseline, not a verdict: these are three-turn sessions on hard
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+flow questions, and "explored again" includes the legitimate second call on a
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+repo whose budget is 2–3 calls.
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**`cg22/ab-express/run-baseline-1` — the allocation bucket, by hand.** Sequence:
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explore *"res.send Content-Type ETag generation"* → explore *"response.js
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@@ -114,6 +125,15 @@ question: one explore, `moved on / answered`, 100% sufficient.
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explores; the fourth returned `lib/utils.js` and the agent then read
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`/…/t-new/lib/utils.js` at `offset: 195`. Right file, wrong window.
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+**`ab-readme/excalidraw/run2` — the recall bucket, by hand.** The third explore
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+returned `components/App.tsx` and `components/canvases/InteractiveCanvas.tsx`;
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+the agent's next action was `Read components/canvases/StaticCanvas.tsx` — the
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+sibling canvas, named in the response and not shipped. Bucketed
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+`Read a file we did not return (named, not returned)`. The fourth call in the
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+same session delegated, and the subagent's first move was a shell read of
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+`element/src/shape.ts`, which that explore *had* returned → allocation, shown as
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+`Agent → Bash Read shape.ts`.
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+
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**excalidraw `canvasNonce` — the recall bucket, end to end.** A fresh
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`run-all.sh` arm on the documented data-flow frontier: three explores, the last
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one delegating a subagent that immediately grepped for `sceneNonce` → 67%
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