7258d3d3-6a2c-4275-ab0c-2f975547da3d full valid
by z-ai/glm-5.2 · pi ? · passed 11 · billed $1.2849 · $0.1168/passed
Per-task result
Where the compute went
The harness
Everything this entry added on top of vanilla pi — so others can learn from it.
Harness overlay
Before making changes, form a short explicit plan: what you believe is wrong, the smallest change that fixes it, and how you will confirm it. Only gather the specific context that plan requires; skip open-ended exploration. Execute the plan; only deviate if a command's output contradicts your assumption.
Track which files you have already read in full during this task. Never read the same file again unless you just edited it. Never re-run a command whose output you already have.
Always confirm the result actually works before finishing — never skip verification to save effort.
Full pi transcripts (per task) land next — needs the runner to capture them.