I’m Dr. Derek Austin: an AI-Native Senior Full-Stack SWE, Fractional Architect, and Design Engineer. I explicitly reject the technical debt of “vibe coding.”
Earning a BS and MS by age 19 taught me to isolate clear signals in massive datasets. Today, I apply that rigorous, first-principles logic to engineering deterministic software architectures.
By exchanging 20M+ tokens with frontier LLMs using my strict 5-Step Forge process and 35 “Anti-Slop” pillars, I enforce deterministic state machines (XState) and scrub AI-generated slop from my codebases.
This methodology drives 10× development velocity natively across disparate tech stacks: Next.js, TypeScript, Node.js, and Postgres for cloud-native SaaS, and Godot 4 / C# for indie games.
I operate as a Sovereign Operator from Puebla, Mexico, alongside my amazing wife, Abby, and our two cats, Louie and Yuma. I write about my exact systems, failures, and victories for my 21,000+ followers on Medium. Thanks for reading!
2024–Present
AI-Native Senior Full-Stack SWE · Fractional Architect · Indie Game Dev
2019–2024
Senior Full-Stack SWE · UI/UX & Design Engineer | React, Next.js, TypeScript, Tailwind CSS
2009–2019
Full-Stack Web Developer | HTML, CSS, JavaScript
2004–2009
Software Engineer | C++, PHP, HTML, CSS, Ruby on Rails, SQL
Startups are drowning in fragile, AI-generated prototypes that cannot scale. I help founders and VC-backed teams build deterministic, financial-grade platforms (Next.js, Node.js, Postgres) at 10x velocity. Using my strict 5-Step Forge process and “Anti-Slop” pillars, I deploy frontier LLMs to execute complex architectures without accumulating technical debt. I partner with teams as a Fractional Architect or Design Engineer to ship robust software that feels “right” for users.
Inquire About AvailabilityAvailable for remote, async US 1099 or Global B2B contract roles. I operate primarily on high-leverage fractional retainers (10–20 hours/week) or full-time design engineering contracts.

★I architect, build, and scale deterministic software systems using elite, AI-augmented engineering workflows.
★I partner with founders and early-stage startups on a fractional or full-time contract basis (US 1099 / Global B2B) to deliver 10x velocity without the technical debt of “vibe coding.”
★Reach out to discuss how my Spec-Driven TDD and Anti-Slop methodologies can accelerate your engineering pipeline.