AI Did My Job in 47 Seconds. I Took 45 Minutes. The AI Version Was Cleaner.
I was writing a Terraform module for Azure monitoring. 45 minutes of focused work. Then a colleague showed me Claude doing the same thing in 47 seconds. And honestly - the AI version was cleaner. That night I couldn't sleep. If AI can do THIS, what's left for me? Turns out - everything that actually matters. How I use AI every single day (boilerplate, code review, docs, debugging) and the four things AI still cannot do that make you irreplaceable. This isn't hype. This isn't fear. This is my honest workflow. The 47-second moment taught me something specific: AI doesn't replace engineers. AI replaces engineers who don't use AI. That's a massive difference. My actual daily workflow now: Claude generates the Terraform or YAML base, I review and refine. Debugging sessions I used to spend two hours googling now take 30 minutes with AI-guided hypotheses. Documentation I used to dread gets generated from code and edited for clarity. What AI genuinely cannot do - and this is where I stopped panicking: understand why THIS client wants THIS solution right now. Make a decision with incomplete information. Explain to a stakeholder why you shouldn't deploy on Friday. Take responsibility…