RESCUE / PRODUCTION_READINESS_SPRINT
Your prototype got you here.
It will not get you to production.
You built fast — with Cursor, Lovable, Bolt, contractors or a cheap agency — and it worked: users, a demo, maybe a round. Now the cracks are showing: architecture, security, performance, code nobody can quite explain. I turn AI-built prototypes and fragile MVPs into software you can bet the company on.
Experience // Gartner · Capterra · Trivago · Socialpoint · Wallapop · Adevinta · Nannyfy
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01_the_pattern
Speed without judgment charges interest.
Anyone can generate a product that survives the demo. Then real users arrive, and the shortcuts start collecting: security holes, code no one can explain, features that break each other, a database that will not survive success. None of this means you were wrong to build fast — speed is why you exist.
But betting the next $50k on a codebase nobody senior has audited? That is how funded startups die with money in the bank.
02_the_sprint
Five days inside your product. Then you decide.
I go through your product and your code the way I would before putting my own name on it. At the end of the week you have, in writing:
- A product and code review, by a named senior engineer
- Technical and security risks, ranked by real urgency
- A keep / rebuild / remove map of your codebase
- The recommended architecture for where you are going
- A 90-day technical roadmap
- A fixed estimate to make it production-ready
- A closing working session, founder to founder
03_after_the_sprint
Whatever the answer is, it is worth having.
If the sprint says your product needs serious work, I can do it: fixed price, billed by milestones you see, test and approve — with the sprint fee deducted. If it says you are mostly fine, you get that in writing and I get out of your way.
I decide whether to take the build the same way I run the audit: honestly. If I am not the right person for what comes next, the roadmap still works with whoever is.
the_math
An audit is cheaper than a rewrite.
Every fragile MVP eventually pays for judgment — before the next sprint, or after the next outage. Before is cheaper.
proof_not_promises
I have carried products past the crack stage before.
Fifteen years of product engineering at Gartner, Capterra, Trivago and Socialpoint — and products of my own that outlived my involvement.
before_the_next_50k
Tell me where it hurts.
Send a short note about what you built, what it is built with, and what is starting to crack. I will tell you honestly whether the sprint makes sense.
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