SpaceXAI 工程师月提 2500 个 PR 的 Agent 工作流拆解
Lauren Tan 免费放出完整拆解：如何让 Agent 自验证、把代码库当记忆，并用 Grok Bot 作为外层循环自动拉起云端 Agent。
SpaceXAI engineer Lauren Tan says she shipped 2,500 PRs to production in a single month and she just released the full breakdown for free: · 05:51 - why going from 5 agents to 100 is really a trust problem · 12:18 - make agents verify their own work before you review it · 15:03 - redesign the codebase so agents do the right thing by default · 20:31 - treat your codebase as memory for every future agent · 32:33 - use Grok Bot as the outer loop that launches cloud agents automatically the interesting part isn’t “how do i make AI write more code?” it’s: how do i trust agents enough that i stop checking every single change myself? Lauren’s answer is to move the knowledge out of your head and into the system: codebase → lint rules → skills → verification → Grok Bot → cloud agents that’s how one engineer can even attempt thousands of production PRs per month worth 30+ minutes if you’re still using coding agents one task at a time.
这条是引用着另一条写的：x.com/0xmorlex/status/2094398060184957169