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0ea67367-cae4-40da-8f40-0422a3f626ce full valid

mcclurejt

by z-ai/glm-5.2 · pi ? · passed 9 · billed $1.0528 · $0.1170/passed

Per-task result

9 / 16 tasks passed · 56%
9 / 16 passed passed failed
$1.00$0.75$0.50$0.25$0.000write-compressorkv-store-grpcmodel-extractio…query-optimizepytorch-model-c…multi-source-da…sparql-universi…nginx-request-l…sanitize-git-re…qemu-startupcancel-async-ta…custom-memory-h…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.

Agent instructions

You have a hard wall-clock limit per task. Budget for it. Finish before you run out.

Work fast:

  • Skip exploration you don't need. Read only files directly relevant to the task.
  • Make the fix, then run the task's own check ONCE. If it passes, STOP immediately — do not re-verify, re-read, or polish.
  • Batch independent shell commands into a single call. Avoid slow interactive tools.
  • If an approach stalls, abandon it fast and try another; don't grind.

Never fake success — the check must actually pass. But the moment it does, you are done.

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