For builders who got close but couldn't quite finish
Started building with AI... and got stuck?
I help founders, operators, teams, and solo builders turn "almost done" AI applications and systems into working products.
So, if you started building with AI and can't get across the finish line, this is for you.
Tell me where you're stuckWho this is for
You are not starting from zero. You have real progress, but the last stretch is painful: things break, fixes stack up, and every change creates two more issues. If your product or system is roughly 60-80% there and now feels stuck, this page is for you.
You're close
The core product exists, but it is not reliable yet.
Blocked by hard parts
Auth, backend, deployment, and other issues keep draining time.
Need practical support
You want hands-on help from someone who can dig into the code and fix the underlying problems.
Need momentum again
Every fix seems to break something else, and progress keeps stalling.
What I do
I step into existing AI-built projects, fix what is breaking, and help you get to a product that actually works for real users.
Problems I handle all the time
- Login and authentication flows that fail at the wrong moment
- Deployments that pass locally but fail once live
- Payment flows that look complete but break in edge cases
- Messy AI-generated code that is hard to debug safely
- Backend wiring and environment setup that drift out of sync
How it works
We work together month-to-month. I review the codebase, find what is actually blocking progress, rebuild unstable pieces, and keep the project moving forward. No giant upfront commitment. No fake overnight promises. Just real momentum.
I combine AI-leveraged execution with senior engineering judgment built over decades. I've worked in AI since the 1980s, and I use today's tools aggressively while staying strict about what must be verified or rebuilt.
Pricing
Pick the level that fits your project right now. All plans are month-to-month. If you're not happy after the first month, stop there.
$200/month
Focused weekly progress on your highest-priority blockers.
$500/month
Faster iteration across multiple blockers and tighter feedback loops.
$1,000/month
Priority execution for deeper rebuilds and launch-critical work.
Custom (>$1,000/month)
For heavier systems, larger scope, or more complex integrations.
Typical hands-on time may be just a few hours per week, but output is amplified by efficient AI-assisted workflows and decades of systems experience. You're not buying seat time alone. You're buying progress on the right problems, in the right order.
Send me your project
Tell me what you have built, where progress stopped, and what is getting in the way.
About
I've spent decades building systems and helping people use new technology in practical ways. Right now, I'm focused on helping people finish AI-built applications and turning them into working products.
Learn more