Vibe coding insights
Practical guides for building, fixing, and scaling AI-generated codebases. Written for developers and technical founders who ship fast.
The Security Holes Vibe Coding Opens (And Why Your Users Will Find Them First)
AI-generated code carries security flaws you won't catch in review. Here are the four myths that expose your users and your business.
Your AI Agent Works on Your Laptop. It Dies in Production.
AI agents fail in production for predictable reasons. Here's a monitoring framework that catches failures before users notice.
How to Choose a Code Review Process for AI-Generated Code
Traditional code review breaks when AI writes the code. Here's a practical framework for choosing the right review process for AI-generated code.
How to Audit an AI-Generated Codebase
A practical checklist for auditing AI-generated code. Learn what to check, what tools to use, and how to prioritize fixes without breaking production.
Infrastructure for Founders: How to Host Your App for $5/Month
The complete guide to running your SaaS on a $5 VPS with Docker and Coolify. Step-by-step setup.
How to Add Tests to Code You Didn't Write
Strategy for adding test coverage to AI-generated code. Start with smoke tests, build up to unit tests.
From MVP to Production: What to Fix First
Prioritized checklist for turning a vibe-coded MVP into a production-ready system. Know what to fix and in what order.
Supabase vs Postgres on a VPS: The Real Cost Comparison
Supabase costs $200/month at scale. A VPS with Postgres costs $6.50. Here's the full comparison with pricing, features, and migration paths.
Vercel vs Docker: The $3,000 Hosting Mistake
Real bill shock stories from Vercel. How Docker on a $7 VPS replaces a $300/month habit.
Why AI Recommends Firebase (And Why You Shouldn't Listen)
AI tools default to Firebase because it's in their training data. Here's what they don't tell you about costs and lock-in.
How to Refactor AI-Generated Code Safely
A step-by-step guide to refactoring AI-generated code without breaking your live product. Includes a safety checklist.
Cursor vs Copilot vs Windsurf — Which Writes Better Code?
Compare Cursor, Copilot, and Windsurf on code quality, architecture, debugging, and cost. Find the right AI coding assistant for your team.
The Vibe Coding Cost Trap: When Your MVP Hits $500/Month
How $0 in free tiers becomes $500/month. The real cost breakdown of the default vibe coding stack.
Your AI Coder Just Signed You Up for $200/Month in Supabase
Cursor and Lovable default to Supabase. Here's what that costs and what to use instead.
Prompt Engineering for Code Generation
Master prompt engineering techniques for code generation. Specify architecture, request tests, and iterate effectively.
Tech Debt in AI-Generated Startups
How AI-generated code creates unique tech debt. A framework for measuring it and pitching cleanup to investors.
How to Use AI Coding Assistants Without Creating a Mess
Five non-negotiable rules for using Cursor, Copilot, and other AI coding tools without building tech debt.
The Hidden Cost of AI-Generated Code
AI saves 4 hours now but costs 40 hours later. Break down the real math of vibe coding costs.
83% of Vibe-Coded Projects Fail — Here's Why
The data behind vibe coding failures. Four reasons AI-generated codebases collapse and how to avoid them.
What Is Vibe Coding and Why It Breaks
Vibe coding gets you to an MVP fast, but it creates technical debt that explodes later. Here's what breaks, why, and how to fix it.