Don't Write Prompts, Write Loops: 12 Months of Production Agent Engineering
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I'm not an AI evangelist. I'm an engineering manager who still reviews code daily and carries quarterly delivery targets on my back. This isn't a trend forecast. These are field notes—hard-won lessons from shipping real projects with AI Agents over the past year. What works, what doesn't, the traps I fell into, and the principles I finally understood. To be honest, I didn't believe in it at first. A teammate told me: "AI coding is a toy. I can write two lines of code faster than explaining it…
1Key Takeaways
- I'm an engineering manager who still reviews code daily and carries quarterly delivery targets on my back.
- These are field notes—hard-won lessons from shipping real projects with AI Agents over the past year.
- What works, what doesn't, the traps I fell into, and the principles I finally understood.
- To be honest, I didn't believe in it at first.
2AIWedia Score
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3Why it matters
Coding AI shifts how fast software ships and how much human review each change needs. DEV — ML reports that i'm an engineering manager who still reviews code daily and carries quarterly delivery targets on my back.
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