I’m a marketer, not an engineer. I still ship my own tools now. Not toys, things I use every week. The gap between “I have an idea” and “I have a working tool” used to be a developer and a budget. It isn’t anymore, and that changes what one operator can do.
What broke (three times)
The first version did too much and I couldn’t trust any of it. The second was fast but fell over the moment real data hit it. The third worked because I finally scoped it to one job and let it do that one job well. That’s the whole lesson: a tool that does one real thing beats a clever one that does five things badly.
The decision that made it usable
I stopped trying to make it impressive and made it boring. Predictable inputs, a clear output, no surprises. Boring is what gets used on a Tuesday when you’re busy. The flashy version stays in the demo; the boring version becomes part of how you work.
This is the part of “AI-native” nobody shows you, so I show it. If you want to build your team’s own instead of renting someone else’s, let’s talk.