From Brittle Prototypes to Production-Ready AI Solutions

As an AI Automation Consultant specializing in the Node.js ecosystem, I rescue failing AI projects and build intelligent workflows that drive business growth.

Author of "Frontend Interview Guide (2025)" and "The Vibe Coding Survival Guide"

How I Solve Your Most Expensive AI Problems

Transform fragile AI prototypes into production-ready applications and build intelligent workflows that drive business growth.

🚨 Code Rescue

AI Code Rescue & Remediation

Got a 'vibe-coded' mess? I turn fragile prototypes into stable, scalable applications ready for production.

🤖 Automation

Intelligent Workflow Automation

I connect your business apps with AI to eliminate manual tasks and boost efficiency using tools like Zapier, Make.com, and custom Node.js scripts.

⚡ Custom AI

Custom AI Solution Development

Need a bespoke solution? I build custom AI agents and RAG pipelines that leverage your private data, built right from day one.

Free Resources to Audit Your AI Project

Don't wait for a crisis. Start with these free tools to assess your current setup and identify potential issues.

FREE SECURITY AUDIT
Is Your AI App a Security Risk?

Get my 10-Point AI Security Checklist - used by 500+ developers to identify critical vulnerabilities

No spam. Unsubscribe anytime. Join 500+ developers.

ROI CALCULATOR
How Much Could Automation Save You?

Calculate your potential savings with intelligent automation workflows

Get personalized automation strategy after calculation.

Featured Projects

Check out some of my recent work in AI and automation

AI Agent Flow
Featured
AI Agent Flow
A modular Node.js framework to build LLM-powered agents with observability, composable nodes, and multi-agent workflows.

A modular Node.js framework to build LLM-powered agents with observability, composable nodes, and multi-agent workflows.

Node.js
TypeScript
LLMs
OpenAI
Framework
MCP News Server
MCP News Server
A clean, minimal MCP-compliant wrapper around the Hacker News API, demonstrating modular contracts and OpenAPI support.

A clean, minimal MCP-compliant wrapper around the Hacker News API, demonstrating modular contracts and OpenAPI support.

Node.js
TypeScript
MCP
Zod
OpenAPI
AppStack Dashboard
Featured
AppStack Dashboard
All-in-one dashboard for monitoring key metrics across Shopify apps and integrations.

All-in-one dashboard for monitoring key metrics across Shopify apps and integrations.

React
Shopify
Dashboard
Analytics
Fullstack
Node.js

Latest Insights

Thoughts on AI, automation, and full-stack development

The 85% AI Deployment Failure Crisis: Senior Engineers Reveal 7 JavaScript Fixes That Slash $50K Monthly Waste

85% of GenAI launches implode. Deploy bullet-proof JavaScript patterns that end downtimes, kill hidden fees, and save your next release.

AI
coding
ai failure
AI deployment failure
GenAI production issues
JavaScript for AI
LLM debugging tips
Vector database accuracy
Prompt injection prevention
RAG pipeline optimization
GenAI cost reduction
AI drift monitoring
Production-ready AI apps
GPT-4 app troubleshooting
AI security best practices
Hybrid RAG JavaScript
Real-time LLM monitoring
Enterprise AI engineering
Read more
Never Let Replit Errors Stop Your Code: The Ultimate 2025 Troubleshooting Guide for Instant Fixes

Facing Replit errors? Discover fast, step-by-step solutions for the 15 most common issues—from login problems to OOM crashes—in this essential 2025 guide.

Replit errors
Replit troubleshooting
Fix Replit error
Common Replit issues
Replit 2025
Debug Replit
Cloud IDE troubleshooting
Replit Node.js
Python Replit errors
JavaScript debugging Replit
Replit performance
Database connection Replit
Replit memory issues
Deployment errors Replit
Replit timeout solutions
Read more
Is Your AI Website Invisible? A Complete SEO Guide for AI-Generated Sites

Your AI-built website might be invisible to Google. Learn the common SEO pitfalls of AI sites and how to fix them with this friendly, step-by-step guide.

AI website SEO
SEO for AI sites
fix AI website
AI content SEO
Google E-E-A-T
SEO audit
on-page SEO
Screaming Frog
Ahrefs
Read more

Let's Connect

Whether you're looking for collaboration, have questions, or just want to connect, I'm here to help.

Book a 15-minute call
Let's discuss your project

Schedule a free consultation to discuss your AI automation needs, code rescue projects, or career mentorship.