Micky 谈 AI 智能体四步工程工作流
"I'm not at a point where I trust the agent, especially with stuff that people are using."
教过 10 万多人用 AI 构建的 Micky（@Rasmic）表示，自己还没到信任 AI 智能体的程度，尤其是涉及他人正在使用的产品。他提出四步智能体工程工作流：隔离（每个智能体独立 worktree）、构建可复用模块、让智能体记录证据证明可用、用 AI 循环审查 PR，并以证据驱动测试和 greploop 建立信任、减少人工审查摩擦。
查看原帖"One wrong assumption in [your software factory] just destroys everything." Here's my new episode with @Rasmic, where he walked me through his 4-step agentic engineering workflow to ship production apps: 1. Isolate: Give each agent its own worktree 2. Build: Create reusable building blocks 3. Prove: Make agents record proof it works 4. Ship: Get AI to…
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"One wrong assumption in [your software factory] just destroys everything." Here's my new episode with @Rasmic, where he walked me through his 4-step agentic engineering workflow to ship production apps: 1. Isolate: Give each agent its own worktree 2. Build: Create reusable building blocks 3. Prove: Make agents record proof it works 4. Ship: Get AI to review your PR on a loop Some quotes from Micky: "I'm not at a point where I trust the agent. It has to show evidence of what it did and why it's good." "Planning isn't the agent writing a spec and me reviewing it. It's me and the agent discussing until I know what I want. The conversation history is the spec." "Every time a new model comes out, I start fresh with no skills to see how it works. Then I add back my software factory." 📌 Watch now: https://t.co/ju9aMQKaCE Thanks to our sponsors: @WisprFlow: 4x faster than typing with your voice https://t.co/oqHJ8bN3ll @RiversidedotFM: All-in-one AI studio for podcasts and video https://t.co/uWnS6aiMPE
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"I'm not at a point where I trust the agent, especially with stuff that people are using."
From Micky (@Rasmic), who's taught 100K+ people to build with AI:
"The manual review is like the final step. All the work's done, and I have as much evidence from the agent as possible.
With evidence-driven testing, before and after, and even greploop, we're trying to build trust. The agent presents evidence: This is the work that's done, and this is why it's good.
For anyone who's been a developer for any time, manual review is probably the worst part of your job. This sort of helps minimize the friction."
📌 Watch Micky's full 4-step workflow here: https://t.co/ju9aMQKaCE