Write a Finish Line the Transcript Can Prove
An agent goal completion condition is judged from the transcript alone. Write an end state, a stated check, constraints and a bound; back it with a Stop hook.
Read the storyTHE INTEL LIBRARY
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Canary Every CLI Upgrade: Catch Default and Compaction Drift on Unpinned Lanes
AI CLI upgrade testing for unattended lanes: record the model, effort, caps and compaction point a lane was served, replay every bump, fail undeclared drift.
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The Chinese CLI Wave: Qwen Code, Kimi Code CLI, and the $3 Coding Plan
Qwen Code, Kimi Code CLI, and the Z.ai GLM Coding Plan reviewed for August 2026: real prices, quotas, Claude Code wiring recipes, and a calm trust checklist.
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