用 Grok Bot 自动发帖后的反思：声音与可复现性
作者被 Grok Bot 标记帖子为 READY 后发出，却发现内容有漏洞，由此质疑自动化发帖截图能否证明可复现，并列出交出账号前该问的四个问题。
Grok Bot stamped one of my posts READY. I hit Post. Then found the leak. We'd explained the same steps twice. Meanwhile, CT city selling u new copium: "0 to a million impressions. Grok Bot. Automation. Fix ur leaks. Automate your account...." Maybe somebody got there. Good for them. But a screenshot shows the result, not what caused it or whether u can repeat it. Now picture every attic window graphic running the same playbook. Same bots. Same prompts. Same hooks. Different PFPs. Identical fingerprints. Who wins? I've spent nights building Mad Jarvis. I want the speed, the extra eyes, the work done while I chase the next problem. But before u hand over ur acc, answer four q's: Ur voice. What would u refuse to publish, even with a perfect score? Ur goal. What are u building after the impressions stop climbing? Ur understanding of the system. What have u tested, and what are u just repeating? Ur tolerance for pain and failure. Can u bury delete draft / project wen evidence says stop? I did. I paused my trading bot, deleted latest draft u name it... Anyway i thought I was teaching bot how to sound like me. Then I caught myself asking the bot whether I still sounded like myself.