
Pike Milsner
August 14, 2025
Early in my engineering career, people would hit me with questions like: “Is it possible to slap together this wild-ass, borderline-terrible idea and pray it works?”
My answer back then was usually: “Uh… maybe? No clue.”
That was junior-me. I didn’t have the experience yet. The uncertainty was just ignorance.
Fast forward a decade-and-change. Spoiler alert: the technical side is rarely the blocker anymore. Not because I magically became a wizard, but because the toolset changed. Between my experience and the rise of tools like ChatGPT, Claude, and the rest, the gap between idea and working prototype has collapsed.
If you can describe it, odds are we can build it. Not “eventually” but maybe by the end of today if we’re caffeinated enough and okay with a little blood on the floor.
But here’s the catch. Just because we can build something fast doesn’t mean it’s cheap. Or simple. Or survivable.
The constraint now is tradeoffs.
- How does this shiny new thing interact with the messy real-world system it’s entering?
- What breaks when your dependencies break?
- Who’s keeping it alive at 2 a.m. when Slack is pinging and no one’s responding?
Tesler’s Law hasn’t gone anywhere. Everything has a fixed amount of complexity. You can’t delete it, you can only shove it somewhere else.
So yeah, the front-end might look effortless. But somewhere, your backend, your integration glue, or your ops team is sweating bullets. That complexity didn’t vanish. It just moved behind the curtain.
This applies to content, too. AI made “Yes” easy. But the bill still comes due.
We used to worry that AI would replace creatives. That’s not what happened. Instead, it flooded the market with content. A surplus of words and a drought of meaning.
A client can now generate a dozen AI-written options in seconds. That doesn’t mean they’re good. But let’s not pretend speed is worthless. Sometimes even mediocre output helps you find a thread, challenge an assumption, or just get unstuck.
It’s not the villain. It’s just not the strategy. The real problem isn’t that AI creates garbage. AI can write. That’s not the flex. The flex is knowing why something should be said in the first place. To whom, when, and what you want it to actually do.
That’s strategy. And strategy isn’t a style filter you slap on after the fact. It’s upstream. It informs everything downstream, including what you prompt, what you ignore, and what you say no to.
So sure, you can ask an LLM to “make this sound more professional”. But if you don’t know what you’re solving for, if you’re not clear on your audience, your position, your outcome, you’re just moving words around.
Yes, AI can make a call. But only a good call if you already decided what a good call looks like.
It doesn’t know your roadmap. It doesn’t know what tradeoffs your team is willing to make. It doesn’t understand what “landing” looks like in your context, unless someone told it. In detail. On purpose.
And it definitely can’t take a half-baked client brief, read between the lines, and say, “Here’s what you’re actually trying to do.” That’s translation. That’s judgment. That’s the job.
LLMs make it dangerously easy to generate content that sounds right. Sounding right isn’t the same as being right. Or effective. Or strategic. Or useful.
We’re drowning in passable content. What actually cuts through is point-of-view. Not volume. Not polish. Not “sounding smart.” It’s POV. And POV isn’t something you prompt for. It’s something you decide.
What wins isn’t more. It’s what matters.
We win by shipping smarter. By making things that hold up. That connect. That still work when the novelty wears off. The winners in this new era won’t be the ones who build the most. They’ll be the ones who see the whole system, understand the tradeoffs, and make decisions that hold up when the hype dies down.
That’s where we come in. Not just to say “yes” to every wild idea, but to show you what that yes costs. In complexity. In context. In credibility.
So if you want a partner who can build the thing and make sure it doesn’t collapse under its own weight, let’s talk.
Otherwise? Enjoy the honeymoon. Because when the bill comes due, it doesn’t tap you on the shoulder. It kicks the door in at 3 a.m. and burns your weekend to the ground.