The AI Coding Confidence Crisis: How to Trust Generated Code When You Can't Understand It All
Struggling to trust AI-generated code you don't fully understand? Learn practical frameworks for building appropriate confidence in AI coding assistance.
Vibe coding, AI tools, and the future of building software
Latest Posts
The AI Code Refactoring Blueprint: How I Modernized 10 React Components in 2 Hours
Learn my step-by-step process for using AI to refactor 10 legacy React components in just 2 hours. Includes specific prompts, validation tips, and pitfalls to avoid.
The AI Pair Programming Session That Saved Me 40 Hours — Complete Session Breakdown
Deep dive into a 40-hour AI pair programming session that transformed complex microservices architecture. Learn conversation flow, context management, and decision-making strategies.
Why AI Can't Handle Your Database Queries (Yet) — 3 SQL Patterns That Always Break
Discover 3 SQL patterns where AI consistently fails and learn practical workarounds. Real examples of AI database query limitations and better prompting strategies.
The 10 Most Dangerous AI Code Patterns That Will Break Your App in Production
Learn the 10 most dangerous AI code patterns that cause production failures. Real examples of AI-generated bugs and actionable strategies to prevent them.
The AI Code Reviewer That Caught What 3 Senior Developers Missed
How AI code review tools caught critical bugs that 3 senior developers missed during peer review. Real examples of AI debugging and automated code analysis in action.
I Migrated 50,000 Lines of Python to TypeScript Using Only AI — The Complete Playbook
Complete playbook for migrating 50,000 lines from Python to TypeScript using AI. Includes prompts, validation strategies, and hard-learned lessons.
Why Your AI-Generated Tests Are Terrible (And How to Fix Them)
AI-generated tests are often brittle and miss edge cases. Learn specific prompting strategies and review patterns to create comprehensive, maintainable test suites.
From Prototype to Production: A Complete AI-Assisted Development Lifecycle
A complete guide to using AI tools throughout the entire development lifecycle, from initial brainstorming to production deployment and maintenance.
The AI Coding Security Audit: 5 Vulnerabilities I Found in My Own Generated Code
I audited my AI-generated code and found 5 serious security vulnerabilities. Here's what I discovered and how you can avoid these common AI coding pitfalls.