Full-Stack Engineer · 10 Years

I make AI code
not explode
in production.

React, AWS, multi-tenant SaaS, CI/CD, e-commerce — and the judgment to know when your AI agent is about to delete your database.

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mjgw ~ engineer

$ whoami

michael_warner

$ cat stack.json

{

"frontend": ["React", "Next.js", "Vue", "Angular"],

"backend": ["Node.js", "PostgreSQL", "Redis"],

"infra": ["AWS", "Docker", "CI/CD"],

"specialty": "multi-tenant SaaS"

}

$ uptime

10 years, 0 days offline

What I bring

AI-Ready Architecture

I design systems with the guardrails that prevent AI agents from becoming liabilities. Proper environment separation, permissions, rollback paths.

Full-Stack Execution

10 years across React, Node.js, AWS, PostgreSQL. I ship features, not prototypes — with CI/CD, tests, and monitoring from day one.

Production Judgment

The difference between code that demos and code that scales isn't the AI tool — it's the engineer reviewing the output.

⚠ AI Incidents — Real world

When no one was watching the AI.

Read the full analysis →
Critical

Claude-powered agent deletes entire company database in 9 seconds

Root cause: staging and production shared the same environment.

Tom's Hardware ↗Critical

Amazon Kiro AI outage: AI agent deleted production — 6.3M lost orders

Root cause: insufficient human review gates before production deployment.

ruh.ai ↗High

45% of AI-generated code contains vulnerabilities — Java shows 70%+ failure rate

AI prioritizes functionality, not security. No one reviewed for CVEs.

Ranger ↗High

43% of AI-generated code changes need debugging after hitting production

AI coding agents cannot see how their code behaves in running environments.

VentureBeat ↗Critical

Vibe-coded app causes data breach — thousands of user records exposed

Injection vulnerabilities, broken auth, insecure dependencies. All standard AI patterns.

Forbes ↗

These aren't AI failures. They're engineering failures. A skilled engineer prevents all of them.

Need a senior engineer who gets AI?

15-minute consultation. No pitch deck. Just a real conversation about what you're building.

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