I used AI tools for my entire workday — here's what actually helped

 A few weeks ago I decided to do something slightly embarrassing: use AI for literally everything I did in a day. And write down what actually happened.

Not because I'm trying to be a productivity content person. I was just genuinely curious. I'm a freelance WordPress developer. My days are a mix of WooCommerce builds, client emails, debugging whatever plugin decided to break this week, and trying to study before college the next morning. If AI was useful anywhere, I figured it'd show up somewhere in that mess.

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What actually worked

Client emails. Not writing them from scratch — I still do that — but editing rough drafts. I'd write something, paste it in, ask Claude to tighten it without making it sound corporate. One pass, usually enough. I stopped sitting on follow-up emails for three days out of vague dread.

Code explanations saved me a lot of tab-switching. I hit a WooCommerce hook I'd never used while integrating a payment gateway. Instead of digging through Stack Overflow for twenty minutes, I just asked. Got a clear explanation, verified it against the docs, moved on. That one I'll keep doing.

Summarizing documentation I didn't want to fully read — plugin changelogs, API terms of service, long setup guides. Paste it in, ask what matters. It's not always right but it tells me quickly whether something deserves a full read.

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What wasted my time

Proposals. I asked for help drafting one for a client. What came back looked professional and contained no actual information. All structure, no substance — the kind of language that sounds like it came from a template someone made in 2015. I rewrote the whole thing, which took longer than if I'd just started fresh. Never again.

Complex debugging was basically useless. Simple stuff — a PHP notice, a CSS overlap — fine. But anything involving plugin conflicts or weird database behavior? The suggestions were confidently wrong. Not "I don't know" wrong. "Here's a detailed explanation of the incorrect solution" wrong. I started treating its answers like a first guess, not an answer.

I also tried studying with it. Uploaded lecture notes, asked it to quiz me. The questions were okay but it had no edge. I'd give a half-baked answer and it would basically validate me. That's the opposite of how I actually retain things. I gave up after twenty minutes.

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What I took away from this

AI is most useful in the gap between "I know what I want to say" and "I've said it cleanly." For emails, for quick lookups, for skimming things I'd otherwise ignore — it saves real time. For anything that requires me to actually think — a proposal, a tricky bug, studying something until it sticks — it mostly gets in the way.

The biggest actual change to my day wasn't efficiency. It was having one place to ask small questions instead of ten browser tabs. That alone is worth something.