Greenville, SC · working with clients across the US
Production-ready review · for apps built with AI

Your AI-built app works in the demo.I make it work in production.

Lovable, Bolt, Replit, Cursor, Claude Code: they get you to a working demo fast. What they do not do is decide what is safe to ship. I review what was built, write the plan that makes it production-ready, and either hand you the plan or take it to production myself.

Ideal for apps built with Lovable, Bolt, Replit, v0 or Cursor.

Not an app? I also build AI agents for small businesses
readiness review · acme-ops · built with lovable + supabase
score0
  1. 01Session token stored in localStorage; any injected script can read itmoved to an httpOnly cookie with rotation
  2. 02Every dashboard row queried one at a time; 40 rows means 41 database callsone joined query, 41 calls to 1
  3. 03Admin routes check role on the client onlyserver-side authorization on every admin route
  4. 04OpenAI key shipped in the browser bundlekey moved server-side, spend capped per user
  5. 05No backups, no error tracking, no way to know it is downnightly backups, alerting, restore tested once

Illustrative review. These are the kinds of findings that show up in the first hour with an AI-built app. Your written plan names your files, your risks, and the order to fix them.

02 · Two ways to work with mecode review first
For founders

Have an app someone built with AI?

I review what shipped, write the plan that makes it safe, and either hand you the plan or take it to production myself.

From $500 · written plan in 48 hours
Start with the review
For business owners

Run a spa, store or office and want the phone answered?

Voice and chat agents that book and answer, and back-office work that finishes itself. You own it at handoff.

From $2,500 setup
See what I build
  • Production-ready review

    for apps built with AI

    I check what was built, write the plan to make it safe, and fix it if you want me to.

    from $500
  • Phone and chat agents

    receptionist · support

    Answers calls and messages, books appointments, and hands off to a person when it should.

    from $2,500 setup
  • Back-office automation

    admin workflows

    Invoices matched, records updated, reports sent, without anyone copying data between tabs.

    from $2,500 setup
  • Integrations

    the systems you already run

    Connects the new tools to the old ones. Nothing gets ripped out.

    scoped in the plan
  • Custom build

    after a plan

    When you truly need something built from scratch, delivered in fixed-price phases.

    quoted after the plan
03 · How an engagement runsthree steps, in order

Nobody quotes your project before reading your code.

Three separate steps, and you can stop after any of them. Step 1 is a free 15-minute call to find out if I am the right person. Step 2 is a paid discovery session, $500, that ends in a written plan. Step 3 is a fixed quote for the work, or you take the plan and build it yourself. The $500 comes off the build if you hire me for it.

1step 1: fit call$0 · 15 min
+ bring the app, the repo, or the process you want automated
+ I tell you whether I am the right person for it
+ you leave with the first three things I would look at
- a slide deck
video call · same weekbook it
2step 2: discovery + plan$500
+ 60 to 90 minute working session on your real system
+ written plan within 48 hours: what is broken, what is risky, what to do first, what it costs
+ invoiced when the plan lands, not before
- proposals written before anyone read your code
credited toward the buildstart here
3step 3: build or hardenfixed quote
+ take the plan and do it yourself, or
+ I take it to production at a fixed price and timeline
+ every architectural decision logged and explained
- bench developers you never met
scoped from the planask for a quote

Fixed price means fixed. If scope grows, you get a written change with a number on it before any work starts.

04 · What I have shippedfigures from real engagements
0weeks

MonliPets wholesale platform, live. Two agencies quoted six months.

monli b2b · 2025
0%

Cut from the cost of a product photo. $50 to $170 per image, now under $1.

pframe.ai · founder
0years

Production systems, including a state social-services platform and Capital One.

2008 to today
What you own at handoffthe Barton Massage Spa voice agent, in plain words
  1. 1A customer calls
  2. 2The agent answers in two rings
  3. 3It checks your real calendar
  4. 4It books the slot and texts the customer
  5. 5It hands off to you when it is unsure

Every box is something you own: the phone number, the calendar, the transcripts, and the off switch.See the full case

05 · Why one engineerno account layer, no handoffs
David He at his desk in Greenville, South CarolinaDavid He · Greenville, SC
I make the architectural decisions that AI cannot. AI accelerates my delivery. My judgment decides what ships.

I have spent eighteen years debugging what "good enough" broke at scale, including systems where an outage meant real people did not get paid. I use AI agents to build faster than any agency bench, and I know exactly where they are wrong. You work with me directly, from the first call to the last deploy.

Lead Frontend Engineer, Capital One, 2022 to 2024 · Founder, pFrame.ai · B.S. Computer Science, University of South Carolina Honors College · Greenville, SC

A one-minute intro. Yes, it is my AI avatar, built by me. That is the point.

Fifteen minutes to find out if I am the right person.

Bring the app or the process. I will tell you what I would look at first, and whether a $500 discovery is worth your money.

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