Get the architecture right before AI generates the wrong patterns.
One conversation and a written plan. Before the first prompt.
You have an idea. You know you want to build it with AI. And you've seen enough broken vibe-coded apps to know that starting without a plan is how you end up rewriting everything in month three. The problem isn't the tools. It's that AI optimizes for code that runs, not for code that's still correct when the second tenant shows up, or when Stripe needs to reconcile, or when a user role does something nobody planned for.
Based in
Los Angeles, CA
Best for
Anyone about to lean on AI for speed who wants the map first.
Outcome
Written doc within 48 hours of our call.
- We talk for 90 minutes. You walk me through what you want to build - the problem, the users, the workflow, what you are worried about. I ask the uncomfortable ones.
- Then I write it up.
- You get a document that covers how to model the data for what you are actually building, and where to draw the line between what AI can generate and what still needs a human hand.
- You also get guidance on multi-tenancy when it applies, what auth fits your scale right now, and where the traps are for the product you described.
- It's written for your product. Not a generic checklist.
- A written architecture document delivered within 48 hours of our call. Something you can hand to an AI coding tool and say "build inside these constraints" - and actually trust the output.
- And honestly, most people find at least one thing in the document they hadn't thought about at all.
- Those calls are cheapest before anything exists. Once the codebase is there, changing the data model or tenant story costs real time.
- I've built enough of these to know where the patterns break.
- Before you write the first prompt. The earlier the better. Once the codebase exists, changing the data model costs real time. Before it exists, it costs a conversation.
- If you've already started building and something feels structurally wrong, email me a short summary and I'll tell you whether this is still the right fit - or whether the Launch Readiness Sprint makes more sense.
The write-up is plain English and specific to what you described. If a section does not apply, I say so instead of padding the page.
$500 fixed. Document delivered within 48 hours of our call.
Dotty
Freelancer billing portal audited before launch - what had to be true before the first real card charge, with concrete findings in the write-up.
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B2B SaaS where the real architecture questions were jobs, billing limits, and what had to stay true before agencies leaned on it.
View case study →Let's talkEmail me at [email protected] with a short description of what you're building. I'll tell you within a day whether this makes sense for your situation - and if it doesn't, I'll tell you that too.