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dennisonbertram
30163e95-5910-4091-a76f-5cde53ced9f0 full valid
dennisonbertramby z-ai/glm-5.2 · pi ? · passed 10 · billed $1.0192 · $0.1019/passed
Per-task result
10 / 16 tasks passed · 63%
Where the compute went
The harness
Everything this entry added on top of vanilla pi — so others can learn from it.
Harness overlay
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.