I deeply love vibe coding. I genuinely do.
Since summer 2025, I’ve shipped 10+ production apps using Replit and Claude Code in particular. Those apps have been used close to a million times. Pitch deck analyzers. Startup valuation tools. SaaStr.ai, which hit 500,000 users in its first 45 days and now processes hundreds of thousands of valuations every month.
And we just kept going. Amelia our Chief AI Officer has gone on to vibe our AI VP of Marketing and our AI VP of Customer Success. So powerful, so cool.
And then I shipped Founderscape.ai, a game that simulates running a startup, just for fun, and I stopped cold.
I needed to take a multi-month break.
Why I Stopped
Not because the tools got worse. The opposite, actually.
Replit and Claude Code have become insanely capable especially since Opus 4.5 launched in late 2025. The gap between “what I can imagine” and “what I can actually ship” has collapsed in ways that felt impossible 18 months ago. The tools are better. My instincts for what to build and how to describe it have gotten sharper.
So why the break?
Because vibe coding can be so intense, the feedback loops so rapid, the progress so seemingly accelerated, that it’s … taxing. And as the weeks and months go on, exhausting.
Two hours a day, every day, shipping production software as a non-developer while also running an eight-figure events and AI business, managing a venture fund, and trying to be present for the people who matter to me… it catches up with you.
Vibe coding is not passive. The folks talking about it “everyone will vibe code their own Salesforce” but not doing it are really, really missing this part.
It’s not just”describe something and watch it appear.” It’s relentless iteration, debugging sessions that spiral, product decisions made at 11pm, and a constant low-grade anxiety about whether the thing you shipped actually works. And then endless maintenance after, like any SaaS product. For someone without a traditional engineering background, every session requires full cognitive presence. You can’t coast.
I needed a break. So I took one.
What Happened While I Was Gone
Amelia, our Chief AI Officer at SaaStr, picked up the slack and then some. She shipped two apps that are genuinely among the most impactful things we’ve built.
The first is our AI VP of Marketing “10K”, an internal tool that now runs almost all of SaaStr’s marketing operations. Not assists. Runs. That’s not a casual claim. We went from a full marketing team to essentially AI-first execution, and it works.
The second is our AI VP of Customer Success “Qbee”, which manages the full operational relationship with our sponsors across what is now a $10M+ sponsorship business. Contracts, deliverables, communications, tracking, all of it flowing through a custom-built tool that didn’t exist six months ago.
Both of those would have taken a traditional development team months and real budget. Amelia shipped them while I was on my vibe coding sabbatical.
The lesson there is that vibe coding scales when more than one person on your team can do it. We have two builders now instead of one. That matters enormously.
How Long Can You Sustain Vibe Coding If You Aren’t a Full Time Developer?
I’m pretty darn good at vibe coding. Better than I expected to be, and better than most non-developers who’ve tried it. Amelia is even better now. Together we are pretty ace.
But I can no longer sustain 2 hours a day, 365 days a year. Not anymore.
Part of that is capacity. I have day jobs that demand a lot. Part of it is that the intensity of building production software, even with AI doing most of the actual writing, takes something out of you that doesn’t automatically replenish overnight.
There’s a version of this that’s genuinely addictive. You get a product shipped and used by real people, you feel the feedback loop, and you want to build the next thing immediately. That cycle is seductive. It’s also not sustainable at full speed indefinitely, at least not for me.
Vibe coding may not be a daily habit for most non-developers. It’s a sprint capability. You can go deep for weeks, ship something meaningful, and then you need to recover. The developers I know who do this for a living have 10,000 hours of pattern recognition that makes the cognitive load lower. I don’t have that. Every build still costs me more energy than it would cost a real engineer.
I’ll Be Back. I Almost Am Already
The 90-day break is coming to an end. I can feel it. I’m back vibe coding every day, but I haven’t built anything new from scratch … yet. But I’m thinking on it again.
Vibe coding as a non-developer is one of the most disruptive applications of AI to date. The apps Amelia and I have shipped have meaningfully changed how SaaStr operates and how we serve our community.
But it will burn you out if you treat it like an infinite tap. Build hard, ship real things, and when you need a break, take one without guilt.
The tools will be waiting. They always get better while you’re gone.
