A colleague once told me about the moment in an evening when everything just feels right. The conversation, the energy, the people - all of it clicks into place. It doesn’t last forever. But you know it when you’re in it.
I’ve been thinking about that idea in the context of AI.
In early February, I hit a Click. I’d been building with AI tools for months - learning, experimenting, pushing limits. But there was a specific week where spec-driven development became real. Multiple, orchestrated Agents running parallel tasks. I had multiple workstreams moving in parallel. This is output that would have taken a team of people days - materializing in minutes to hours.
That was it. The Click.
And then I did what most people do when they find their groove - I overreached.
Two apps at once. A third taking shape in my head. A website redesign for another small business. The ambition scaled faster than the discipline. I started throwing simple requests at complex tasks assuming the output would hold. It didn’t.
It’s called spec debt - and it is the new silent killer of AI productivity. When your velocity is high and your spec quality is low, you are assuming too much. Gaps compound. Quality slips. Frustration grows.
My answer was blunt: get your shit together.
So, I sat down with my AI assistant and did what I should have done before the mess started. Laid out every active project. Prioritized ruthlessly. Broke work into parallel tracks where it made sense and acknowledged the things that still needed doing outside of AI - because life doesn’t stop for your productivity high.
Here’s what it taught me: AI at your fingertips may make you superhuman, but you are still one, single-threaded superhuman. The click doesn’t change that. It just raises the stakes.
Click. Overreach. Recalibrate. Push through. And somewhere ahead - another Click.
But here’s what’s been nagging at me. Spec debt isn’t just my problem. It’s showing up everywhere - in headlines blaming AI for outages and defect pileups when the real issue isn’t the tool. THE ISSUE IS US.
More on that next week.
Don’t give up. Don’t ever give up. — Jimmy V
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