SpaceXAI 工程师靠 Agent 自动验证实现 PR 自动合并
她上月提交 1000 个 PR，睡醒已有 20 个被云端 Agent 自动合并——关键不是提示词，而是让 Agent 自己跑应用、复现 bug、验证修复。
SpaceXAI engineer, Lauren Tan: “Last month I shipped 1,000 PRs. This morning I woke up and 20 PRs had already landed.” She didn't review those 20 PRs first. Her agents auto-merged them while she was sleeping. And the secret isn't better prompting. It's verification. Her agents can run the app → reproduce bugs → inspect traces → test their own code → verify the fix → open PRs → run another verification loop. The progression: 1 agent → verification skills → trusted agents → cloud agents → automated PRs → auto-merge Five months ago, she was watching almost every agent output. Now she has cloud agents picking up bug reports, reproducing issues on their own computers, checking fixes, and eventually returning PRs. You don't scale agents by trusting them more. You scale them by teaching them how to verify their own work. That's the shift: Engineer → Manager → Agent Orchestrator Worth more than most $500 agentic engineering courses. Watch this today. Then read the beginner's guide below to learn what Grok Bot actually is, how to use it right, and why it's different from the rest ↓
这条是引用着另一条写的：x.com/s4yonnara/status/2090118059377795556