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Yes, I Switched Tools. Here's Why I'm Not Sorry.

by Elena Jäger
Apr 18, 2026
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⏱️ Read time: ~2 min

You caught me.

At one of my recent webinars, someone asked: "Why are you tool-hopping?" I had just mentioned I'd moved from ChatGPT Plus to Langdock as my main AI platform. Fair question. I'm the person who tells coaches and consultants to stop chasing shiny objects, to use what they have, and to use it well.

So let me be transparent about what happened, and why I think there's an important distinction worth making.

It wasn't impulse. It was accumulation.

I didn't wake up one day and decide to switch. It built up over time. I was increasingly unhappy with ChatGPT and the direction it was heading. I was watching Claude users get features I genuinely envied. And I was starting to take data security more seriously, not just for myself, but as a standard I want to model for the coaches I work with.

So I evaluated. Carefully as always.

Langdock ticked requirements I didn't even know I had: multi-LLM access (so I'm not locked into one model), EU data residency available even for individual users, a workflow feature I've fallen for, a skills feature that feels like Claude, and room to scale as my team grows.

Was it painful to migrate all my custom assistants? Yes, it was extremely painful. But it also forced me to do something valuable: audit which ones I actually used and which ones were gathering digital dust. I came out the other side with a leaner, sharper setup. And more agent features to play with.

There's a difference between tool hopping and intentional switching.

Hopping is reactive, driven by FOMO, novelty, or boredom. Switching is intentional, driven by a real gap between what you need and what your current tool delivers.

I still evaluate my tool stack regularly. I still test new tools only when I believe they might solve a specific problem better. And if they do? I'll buy them. But I go in with criteria, not curiosity alone.

Keep experimenting,

Elena

 

Elena Jaeger
Founder, Future of Work 

"AI is one of the most powerful tools of our time.

It's not here to replace you. It's here to free you, so you can focus on high-impact work, serve your clients better, and finally get your time back."

 

I help coaches and consultants use AI strategically, without tech overwhelm or losing their human edge.

Want to explore how AI can work for you? Book a free exploration call with me.

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