I participated in a discussion this week where the whole opening ten minutes turned into a confession booth about AI tool switching fatigue, and I walked away more convinced than ever that I’m right to refuse to play along.
Here’s the pattern, and you’ve probably lived some version of it. You start on ChatGPT because that’s what everyone was using. Then your community migrates to Claude and you hold out as long as you can before you finally try it, and it turns out to be a bit like crack. You get hooked, you move your whole workflow over, and you tell yourself that’s it, you’re settled. Then six months later everyone’s circling back to ChatGPT again, and you refuse to follow. And now people are saying Grok is the thing. I’ve got a three day free trial sitting there taunting me, and I am not touching it.
The AI tool switching fatigue trap
I did the math on this during the session, and it isn’t pretty. I’ve already got content buried in Claude that I can’t find in ChatGPT, and content in ChatGPT I can’t find in Claude, to the point where I now have to explicitly tell each tool “if I ask about this again, remind me it lives somewhere else.” That’s a whole scavenger hunt I built for myself.
Someone made the comparison to boycotting a company and then quietly going back because the product’s good, and it stuck with me. I don’t shop at Target anymore because of how they handled the DEIB backlash, and I never went back, while plenty of people did and then got mad all over again during the Halloween thing this year. My kids complain about Chick-fil-A’s politics, but they’ll eat there because the chicken’s good. That’s basically the Grok conversation right now in every AI community I’m part of. Everybody can’t stand the guy, but the tool’s shiny, so in we go. I’m not doing it. If I picked up Grok because it’s impressive, I’d be doing the exact thing I roll my eyes at everywhere else.
Why AI tool switching fatigue is worse for small business owners
If you’re running a small business and you’re the one making these calls, switching tools every time a shinier one launches has a real cost that doesn’t show up until later. It’s not just the learning curve. It’s the templates, the saved chats, the custom instructions, the connectors you’ve hooked up, all of it living in a tool you’ve now half abandoned. Multiply that by however many times you’ve switched, and your business is running on fragments instead of a system. Diversifying across a couple of tools on purpose is smart. Restarting your whole setup because of hype is not the same thing, and it’s the mistake I see business owners make most when they finally do get curious about AI. They chase the newest name instead of building depth with the tool they already have.
What sticking with one AI tool actually gets you
The upside of staying put showed up twice this week, and both times it was because someone had put in the unglamorous work of building a repeatable AI workflow instead of hopping around.
I did a live build during a session where I put together a small app called The Translator, one text box in, three outputs out, using Lovable. The habit I’ve built is to draft in Lovable, save it to GitHub, refine it in Claude Code, then republish through Lovable. None of that works if I’m bouncing between three different AI platforms that don’t talk to each other. It works because I picked a lane. And a useful tip if you’re trying this yourself: always run Lovable’s planning mode before you hit build. It costs a fraction of the tokens and lets you check the plan before you commit to anything.
The more impressive example came from Sid Hargro in the AI Salon LOL (Learn Out Loud) session this week, who’s spent the past year building short AI films with a genuinely elaborate Claude-based workflow, twenty steps across development, scaffolding, design, storytelling, generation, and repurposing, all living inside Claude with a handful of connected tools.
He said the whole thing exists because he got tired of losing his best prompts once a shot was approved, so he built a system that logs every locked prompt automatically. The film he showed us, a roughly three-minute piece inspired by Misty Copeland’s retirement, imagining a Black ballerina daydreaming back to the Harlem Renaissance, was built shot by shot inside that workflow.
I’m not saying you need twenty steps and a shot log. I’m saying that kind of result only comes from staying with one system long enough to actually build something on top of it, not from restarting every time a new model drops.
My actual rule for new AI tools
I heard a trick on Claire Vo’s How I AI podcast that I’m adopting. When something new and shiny crosses your feed, don’t adopt it on the spot. Paste it into whatever AI tool you already use and ask straight out whether it actually fits what you’re already doing, or whether you’d just be bolting on a new habit because it looked interesting for five minutes. Let something that isn’t you talk you out of the impulse buy.
It helps that I tend to be extremely literal when I prompt, which is basically a neurospicy superpower in this work. I don’t riff and hope the AI figures out what I meant. I say exactly what I want, and when it doesn’t deliver, I say exactly what’s wrong. That precision matters more than which brand of AI you’re being precise with.
The rest of my week
Outside of the AI chaos, the big news is that my daughter finally has her own place. We made an IKEA run to get her a desk and some other things she needed, and this is exactly the kind of chaos you’d expect from a first apartment. My knee, on the other hand, is still not fully cooperating a year after surgery, and I’m making myself wait out the full year before I go back and complain to the surgeon about it. I also finally got the garden redone before the weather turned, including a bottle gentian I’d never grown before and a Little Lime hydrangea I’ve been coveting all summer after seeing everyone else’s.
None of it is dramatic. Most weeks aren’t. But between the app I built on a Saturday, the film Sid shared that started as a daydream about Misty Copeland, and the very firm line I’m holding on Grok, it’s been a week that reminded me the tool doesn’t matter nearly as much as whether you actually stick with it long enough to get good at it.