You will get Claude Code Vibe Rescue: Fix Your Broken AI App, Audit Credited
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Project details
I audit your Claude Code or vibe coded app, show you exactly what will break, and install mechanical guardrails that stop it. plain memo, fixed price.
you built it with AI. it mostly works. and you have that quiet feeling that one wrong change could take the whole thing down.
that feeling is usually right. AI-built apps break in predictable places: keys sitting in the code, no tests, silent errors, one giant file everything depends on, a database one bad deploy away from gone.
before those spots fire, I sweep your repo with Claude Code and Codex, the same tools that build these apps, working as inspectors instead. then I verify every finding myself. you get a fragility memo in plain English: what will break, how bad, and what to fix first.
then, if you want, I install the guardrails. not advice. mechanical protection committed to your repo:
• tests around the code paths that make you money
• checks that block a broken change before it goes live
• secret scanning so keys stop leaking into the code
• backups and a tested way to roll back fast
you keep building with AI. the guardrails make it safe. send me the repo and I'll confirm scope within a day.
you built it with AI. it mostly works. and you have that quiet feeling that one wrong change could take the whole thing down.
that feeling is usually right. AI-built apps break in predictable places: keys sitting in the code, no tests, silent errors, one giant file everything depends on, a database one bad deploy away from gone.
before those spots fire, I sweep your repo with Claude Code and Codex, the same tools that build these apps, working as inspectors instead. then I verify every finding myself. you get a fragility memo in plain English: what will break, how bad, and what to fix first.
then, if you want, I install the guardrails. not advice. mechanical protection committed to your repo:
• tests around the code paths that make you money
• checks that block a broken change before it goes live
• secret scanning so keys stop leaking into the code
• backups and a tested way to roll back fast
you keep building with AI. the guardrails make it safe. send me the repo and I'll confirm scope within a day.
AI Algorithms
Large Language Model, Transformer ModelAI Applications
AI-Generated Code, AIOpsAI Tools
GitHub CopilotAI Models
OpenAI CodexWhat's included
| Service Tiers |
Starter
$297
|
Standard
$497
|
Advanced
$797
|
|---|---|---|---|
| Delivery Time | 3 days | 5 days | 7 days |
Number of Revisions | 1 | 2 | 2 |
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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AS
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About Enrique
AI Consultant | Automation | Cybersecurity | LLM Agents, API
100%
Job Success
Bedford, United States - 9:04 am local time
My stack: n8n, Python, GCP, Claude/OpenAI APIs, LLM agents, GitHub Actions, CI/CD.
WHAT I DELIVER:
- AI workflow automation (lead routing, data enrichment, email parsing, report generation)
- LLM agent systems (research pipelines, classification, content engines) with cost caps and guardrails built in
- Cloud infrastructure done right (GCP, Workload Identity Federation, IAM, zero static keys)
- CI/CD and GitHub Actions (automated testing, deployment, security checks)
- Custom API integrations across your CRM, spreadsheets, databases, and AI models
HOW I WORK:
Async-first, with written updates you can re-read and forward to your team. Every deliverable ships with documentation, error handling, monitoring, and a rollback path. Security is the default: least-privilege access, no static keys, secrets isolated per project.
RECENT WINS:
- Keyless GCP authentication with Workload Identity Federation: zero static JSON keys, OIDC-based security, full GitHub Actions integration. Client immediately asked for more work.
- Lead-generation pipeline for a DTC brand: scraping, email verification, and enrichment that recovered contact emails the standard tools missed.
- Overnight AI research portal: client pastes a brief, wakes up to competitor research, mined angles, and first-draft copy in a review UI.
Google Certified: Data Analytics, Business Intelligence, Cybersecurity.
Have a manual process eating 5+ hours a week, or an automation someone built that keeps breaking? Message me. You get one clear reply: whether it can be automated, what it would cost, and the first risk I would fix.
Steps for completing your project
After purchasing the project, send requirements so Enrique can start the project.
Delivery time starts when Enrique receives requirements from you.
Enrique works on your project following the steps below.
Revisions may occur after the delivery date.
Repo access and scope confirmation
Automated fragility sweep of the codebase