Nine months ago I left a 23-year career in big tech to build deepship.dev. The goal was to put the benefits of AI straight into developers' hands — pay only for the tokens the LLM uses while building real systems.
The idea: prompt it, and get a real, production-ready full-stack system — APIs, a React frontend, Postgres, with auth, payments, and notifications already wired in. Not a prototype that breaks at deploy. Working code you download, deploy to the cloud, and own outright. No subscription, no lock-in, ever.
I didn't want to build another AI wrapper, so the architecture is the part I'm proud of: cheap models handle planning, expensive ones only write the code, and a set of reusable libraries — auth, payments, emailing, notifications, stream handling, modern UX templates — means it never regenerates solved problems from scratch.
A $100 ad campaign surfaced an unexpected audience: small businesses priced out of custom software. Our first real project came from it — a fish delivery system across India. 1,000 distributors, benchmarked for 100,000 deliveries a day. Android, iOS, and web, built in two weeks, in production now. Solid proof that cheap and fully-owned still holds up under real load.
Two kinds of people, same need: developers who want to ship fast and keep their code, and businesses that could never afford a dev shop.
I built this mostly alone, and it wore me down more than I expected. That first $1,000 check was the first time I believed it might actually work.
Try it at deepship.dev.
This is fascinating — landing a production-grade system with 100K daily deliveries as your first real project is quite the leap. Two questions: How much time did you spend on requirements gathering vs actual development? And how did they find you — was it through the ad campaign, or did they come from somewhere else entirely?
Really curious because that gap between "what you advertised" and "what they actually needed" seems like where the real business model lives.
Great question - we spent maybe 10 min discussing what the customer wants. About 30% of users already would have written what they want, rest have only a vague idea of what they want to build (these are still less converting in the end).
We wanted to avoid analysis paralysis and quickly would write a proposal with what is known, a proposal gets sent out in the first 2 hours if we have a reasonable understanding. It takes some more conversations to lock in tech spec but that is once we sign the deal. So speed is our motto from beginning to end.
Our ad campaign is mostly facebook and instagram, cheapest we could target at this stage.
Congratulations on hitting $1K. This is a massive milestone, especially after leaving a 23-year big tech career to go all-in on solo building.
What's really impressive about Deepship is the architecture philosophy: cheap models for planning, expensive models only for code generation, and reusable libraries for solved problems. That's exactly the token-cost-aware approach that makes solo AI ventures economically viable. Too many AI dev tools regenerate everything from scratch instead of building on proven components.
If you are open to sharing:
How did you get visibility for Deepship? The $100 ad campaign worked well, but most solo founders (including me) struggle massively with discoverability. Did you do any outreach beyond ads like community building, content marketing, partnerships, or cold outreach to the small business audience?
Building mostly alone is brutal & that first $1K check is the moment you realize you are not just building a cool tool, you are actually building a business. Well earned.
deepship.dev is bookmarked. Would love to see how this evolves.
I just didn't have time to send cold outreach emails constantly or develop content to post to communities. I didn't have funds to get influencers. I hired a freelance marketer who is good in digital marketing. We chose the cheapest marketing channel - facebook and instagram.
What we did was - we made it a practice to send out a neatly formatted proposal within 2 hours with the known requirements addressed to the person or entity. It immediately built trust when they saw a proposal made so quickly and for them, needless to say we use AI to write the proposal. From there it took 2-3 days to sign a deal.
Thanks for bookmarking, I would be cheering for you as well.
Congrats on the milestone. What hits hardest for me reading this isn't the dollar amount — it's the shift in identity that happens when "the thing I'm building" becomes "the thing someone paid me for."
Curious: was there a specific signal in the days before that $1K that made you think it was actually about to happen? Or did it feel completely random until the notification hit?
Asking because I'm in the pre-$1 phase and trying to figure out whether to trust leading indicators or just keep shipping until something breaks through.
Thanks for taking time to comment. Totally - that first customer tells us so many things.
In my case I had no indicators at all. I believe indicators can be misleading - interest does not always turn to a paying customer. My goal was to land my first developer paying that $5 on deepship.dev .
I was not chasing indicators. I set out to solve a problem - software engineering should not take months and thousands of dollars. 70% of work in any system is repetitive - so why corporates are not automating it using AI and giving benefits to customers - make it cheaper and faster? That's what I wanted to fix.
We started a campaign with one promise - your site done in 2 days for $50, that's 20% of market price and from one month to 2 day delivery. We didn't get that segment - but a small to medium scale businesses ready to spend 1K-3K but need a lot of features and complex systems. The framework we built for deepship serves this just right.
So if you are solving a genuine problem, its only a matter of time before you get that first customer.
Congrats, leaving a 23 year career to do this takes guts, and the first grand is the milestone that proves a stranger will actually pay, which is the hardest one to clear.
The detail I keep rereading is that a $100 ad surfaced a segment you didn't set out to serve, small businesses who could never afford a dev shop, and one of them was running 100k deliveries a day within two weeks. That feels like the real story hiding in here. As someone earlier on the journey I'm curious whether you're going to chase that surprise segment on purpose now, or keep it dev-first and let the businesses find you. Those two probably need pretty different landing pages and different pricing.
Either way, genuinely happy for you. Saving this one.
Thanks for taking time to respond.
I knew the problem I am solving is universal, so would like to serve all segments.
The innovation we did for developers is helping us serve businesses , so we will stay invested in it while developing systems for small-medium businesses. Large business segment is another opportunity, but being a solo founder and doing all engineering myself, I will focus on it in the future, hopefully having a team.
Congrats! What was the biggest thing that helped you get from your first customer to $1000?
I would say biggest thing was solving the right problem. Once you know what that problem is, plain old hard work, refusing to give up and a walk in the park when it feels hopeless.
Appreciate that.
The freelance frontend dev angle makes sense, but I would not lock it casually because the pricing story changes depending on whether Cartlify is for freelancers, indie builders, or small agencies.
That is exactly the part worth getting right before Product Hunt.
Send me your email and I’ll write the tighter pricing + launch angle properly instead of turning the thread into a full teardown.
Oh, thank you so much. Someone who believes my product is worthy of product hunt means a lot to me. My email is - [email protected]. Would love to stay connected. Thanks.