Today a community member shared his new AI tool.
Creates infographics.
Everyone got excited. Lots of praise...excitement...
Then someone who actually tried it gave feedback: the output has spelling errors.
“Oh no, still not good.” he says.
So I told him, "That's the work. Test → Refine → Repeat."
Because this is how it always goes with AI.
Everything sounds promising on the surface...the demos look great...possibilities seem endless.
Then you use it daily.
And you notice the small things that break the experience.
Which breaks the consistency.
As an example, like my kai see hor fun experience that I wrote about last week.
For years, I thought variety would help me stay consistent with nutrition.
Tried different meals. Different approaches. Different systems.
But the variety?
I found that it just added stress.
Every day became a decision. Every meal became a negotiation.
Stress built until I'd crack and nutrition went to hell.
This year, I finally got consistent.
How?
Found one reliable system.
That kai see hor fun from the same hawker, prepared the same way, every single day.
Which is why when he slightly overcooked the chicken, it bothered me.
(Because I'm the one who has to eat it every single day)
See...when you need something once in a while, you want to be wowed.
But when you need something every day..
Wow becomes irrelevant.
You want reliability.
Sustainability.
Consistency.
And this informs what should be the #1 most important philosophy when it comes to system building.
An excited person plans based on how people should logically behave.
But a wise person plans based on how they WILL behave.
Building systems based on how people ‘should’ behave is an unreliable strategy.
Today, I have a nutrition system so reliable I look forward to eating the same thing daily.
No variety or excitement...at all
Yet it just works.
And that’s true perfection right there.
It’s not impressive.
It’s boring.
A perfect system does not wow you.
It’s just that you simply can't find anything wrong with it.
Because the moment you do find something wrong, it's already a matter of time before you drop the system.
This pattern shapes how I approach AI development.
Some creators release new processes every few days.
And don’t get me wrong: there IS value in that speed.
But my approach is different.
I develop each process over months.
Sometimes years.
Test → Refine → Repeat.
Keep testing until nothing bothers you…
…refining until it works every time…
…repeating until boring becomes reliable.
I'm certain about the quality of my AI processes because of my time investment.
I don't promise what my processes can't deliver.
At the same time, I push it to do things others haven't even discovered yet.
(often because they haven't tested long enough to find the problems).
I work on one thing until it's reliably consistent before moving to the next.
But most importantly, I use every process I create.
Every single day.
I taste my own ‘cooking’ daily.
Which is why I detect problems in my AI processes way before anyone else do.
I'm living with them.
The work isn't sexy...
But it's the only way to build something people can actually rely on.
FELIX
P.S. My AI processes work boringly well because I've been refining them for years, not days.
If you want systems that actually work rather than just demo well, AI Client Factory opens for the final time this month before going invitation-only.
Reply BORING if you prefer reliability over impressiveness.