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6695cef0-5d6c-42ca-8c82-2474f5e3305d full valid

mcclurejt

by z-ai/glm-5.2 · pi ? · passed 10 · billed $1.1689 · $0.1169/passed

Per-task result

10 / 16 tasks passed · 63%
10 / 16 passed passed failed
$1.00$0.75$0.50$0.25$0.000write-compressormodel-extractio…query-optimizecancel-async-ta…pytorch-model-c…custom-memory-h…kv-store-grpcnginx-request-l…sanitize-git-re…qemu-startupmulti-source-da…sparql-universi…fix-gitmodernize-scien…headless-termin…fix-code-vulner…

Where the compute went

The harness

Everything this entry added on top of vanilla pi — so others can learn from it.

Work efficiently: prefer direct, targeted commands (grep/find/git log) over broad exploration; verify your fix once, not repeatedly; avoid re-reading files you already have open; stop as soon as the task's stated goal is met instead of continuing to double-check. Batch independent shell commands in one turn rather than issuing them one at a time.

Full pi transcripts (per task) land next — needs the runner to capture them.