You will get your broken vibe-coded or standard web app fixed and stabilized
Project details
Your AI-generated app may work in a demo and still fail when real users, data, authentication, payments, or deployment enter the picture. I recover apps built with Lovable, Bolt, Replit, v0, Cursor, Supabase, React, TypeScript, Python, and AI integrations.
The Starter tier is a low-risk first step: I reproduce and fix one contained blocker, verify the result, and document what changed plus the next priorities. Standard covers up to three defined blockers with regression checks and deployment notes. Advanced is a focused production-rescue sprint for the highest-risk failures, testing, release checks, and handoff.
I work from whatever code you have—a Git repository, Drive folder or ZIP, or a few files. Every recommendation is tied to observable evidence: what failed, why it failed, what changed, and how to verify it. I do not rebuild by default; I repair the smallest reliable part and recommend broader changes only when the evidence supports them.
The Starter tier is a low-risk first step: I reproduce and fix one contained blocker, verify the result, and document what changed plus the next priorities. Standard covers up to three defined blockers with regression checks and deployment notes. Advanced is a focused production-rescue sprint for the highest-risk failures, testing, release checks, and handoff.
I work from whatever code you have—a Git repository, Drive folder or ZIP, or a few files. Every recommendation is tied to observable evidence: what failed, why it failed, what changed, and how to verify it. I do not rebuild by default; I repair the smallest reliable part and recommend broader changes only when the evidence supports them.
AI Algorithms
Large Language ModelAI Applications
AI-Generated Code, Conversational AIAI Development Language
PythonAI Tools
ReplitAI Models
ChatGPTWhat's included
| Service Tiers |
Starter
$99
|
Standard
$399
|
Advanced
$999
|
|---|---|---|---|
| Delivery Time | 2 days | 5 days | 10 days |
Number of Revisions | 1 | 2 | 3 |
AI Model Integration | - | - | |
Batch Normalization | - | - | - |
Database Integration | - | ||
Detailed Code Comments | - | ||
Image Upscaling | - | - | - |
MLOps | - | - | - |
Model Deployment | - | - | - |
Model Documentation | - | - | - |
Model Monitoring | - | - | - |
Model Testing & Optimization | - | - | - |
Model Tuning | - | - | - |
Natural Language Processing | - | - | - |
NLP Tokenization | - | - | - |
Pre-Training | - | - | - |
Prompt Engineering | - | - | - |
Setup File | - | - | - |
Source Code |
Frequently asked questions
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PP
Patricio P.
Aug 24, 2021
Web designer
Highly recommended
AK
Ali K.
Aug 4, 2021
Ecommerce Website Development for a Fashion Brand
It was a pleasure working with Kerry and his team. They are always fast to respond and deliver top quality work. I got exactly what I wanted, well within the timeframe we discussed. Hope to work on more projects together in the future.
About Kerry
AI Systems Architect | Custom WordPress & Vibe-Code Rescue
Toronto, Canada - 9:48 am local time
AI SYSTEMS & APP RESCUE
I am a formally trained NeuroSymbolic AI Specialist and Senior AI Software Architect, with MSc degrees in Expert Systems Engineering and Evolutionary & Adaptive Systems. I build new AI-enabled products and turn vibe-coded apps into dependable software.
I can assess a repository, reproduce current behavior, separate useful code from risky or missing work, define requirements and tests, then repair, refactor, or rebuild the safest route.
My AI-native delivery process uses controlled AI coding workflows, candidate comparison, independent review, automated testing, model selection and routing, and evidence gates. AI accelerates the work; an experienced engineer owns architecture, governance, risk, and acceptance.
Typical engagements:
• High-end WordPress and Elementor websites
• NeuroSymbolic AI and agentic systems
• AI product development and accountable automation
• Vibe-coded app rescue and modernization
• SaaS, APIs, and multi-tenant systems
• Architecture reviews and technical due diligence
Send me your current site, design, repository, or requirements. I’ll identify the smallest responsible next step and define how we will know it is complete.
CUSTOM WORDPRESS & ELEMENTOR
I use a suite of self-developed, proprietary AI tools and delivery workflows to create high-end, visually distinctive, brand-specific WordPress and Elementor experiences. These tools accelerate design exploration, page production, content migration, responsive refinement, and quality assurance—they do not replace experienced design and engineering judgment.
This is not cheap theme adoption or generic AI page generation. Depending on the project, I build a custom WordPress theme from the ground up or create a tailored Elementor design system on a clean technical foundation.
Every page is natively editable in Elementor. Clients can update text, imagery, sections, spacing, calls to action, and reusable components without being locked into brittle custom code.
Each site follows one coherent visual language across custom imagery, color palettes, typography, spacing, components, navigation, and conversion paths. My proprietary workflows provide a much faster turnaround and cost-effective delivery while preserving bespoke design, careful quality control, and maintainability.
WordPress work includes:
• Custom WordPress theme and Elementor development
• Fully Elementor-editable pages and reusable components
• Custom imagery, image direction, sourcing, and treatment
• Consistent color, typography, spacing, and brand systems
• Responsive layouts for desktop, tablet, and mobile
• Performance, accessibility, forms, analytics, and integrations
• HTML or vibe-coded design conversion into native, editable WordPress
• Redesigns, content migrations, documentation, and maintainable handover
Steps for completing your project
After purchasing the project, send requirements so Kerry can start the project.
Delivery time starts when Kerry receives requirements from you.
Kerry works on your project following the steps below.
Revisions may occur after the delivery date.
Inspect, reproduce, and prioritize issues
I review the code and runtime, reproduce the failures, and produce an evidence-backed recovery plan.
Fix the agreed contained failures
I repair the agreed blockers at their root cause, keeping the change set controlled and reviewable.