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📰 Dev.to · Alex Vance

10 articles · Updated every 3 hours · View all reads

All Articles 79,018Blog Posts 103,809Tech Tutorials 19,270Research Papers 17,244News 13,551 ⚡ AI Lessons
Slopsquatting & Remote Prompts: Why I Built a 38,000 Ticker Engine with Zero NPM Dependencies
Dev.to · Alex Vance 2w ago
Slopsquatting & Remote Prompts: Why I Built a 38,000 Ticker Engine with Zero NPM Dependencies
The security trap of AI coding. Why I avoided Claude Code "slopsquatting" and GCP account suspensions to build a deterministic, zero-dependency Next.js utility.
Code is Cheap, Accuracy is Luxury: Why I Refused to Use LLMs for a 38,000 Ticker Engine
Dev.to · Alex Vance 2w ago
Code is Cheap, Accuracy is Luxury: Why I Refused to Use LLMs for a 38,000 Ticker Engine
In an era where AI agents generate code for pennies, the real value shifts from "execution" to "verification." Here is why deterministic math beats AI vibes in
Why I Rejected "Vibe Coding" and SOC2 Bloat to Build a 38,000 Ticker Engine
Dev.to · Alex Vance 2w ago
Why I Rejected "Vibe Coding" and SOC2 Bloat to Build a 38,000 Ticker Engine
A technical post-mortem on building a deterministic financial engine with Next.js 15. Why AI-generated math is a liability and how to avoid the SOC2 trap by des
How I Built a 38,000 Ticker Financial Engine with Zero Database and No Auth
Dev.to · Alex Vance ⚡ AI Lesson 2w ago
How I Built a 38,000 Ticker Financial Engine with Zero Database and No Auth
Why I rejected traditional SaaS architecture (PostgreSQL + Auth) to build a high-performance, tax-aware compounding engine using Next.js 15 and Edge logic.
Why I Chose Hard Math Over AI for a 38,000 Ticker Financial Engine
Dev.to · Alex Vance 📐 ML Fundamentals ⚡ AI Lesson 3w ago
Why I Chose Hard Math Over AI for a 38,000 Ticker Financial Engine
A technical look at building a deterministic compounding engine with Next.js 15, handling tax-drag logic, and why LLMs are the wrong tool for financial forecast
Engineering a Tax-Aware Compounding Engine: Why `(1 + r)^n` is a Lie
Dev.to · Alex Vance 4w ago
Engineering a Tax-Aware Compounding Engine: Why `(1 + r)^n` is a Lie
A technical deep dive into building a high-performance dividend engine with Next.js 15, handling 38,000+ tickers, and solving the "Gross Yield" math problem.