The ProdFix Blog

Vibe coding lets you ship fast with AI. But production doesn't care about vibes. Here's what breaks and how to catch it before your users do.

Shipping with Cursor AI? Run through this checklist before every deploy. Covers error handling, auth, input validation, and monitoring setup.

Claude Code is a powerful CLI coding agent. Here's how solo founders use it safely in production — including error monitoring, MCP integration, and the pitfalls to avoid.

These bugs look fine in development but explode under real user load. Every vibe coder shipping with Cursor or Claude needs to know these patterns.

MCP (Model Context Protocol) lets Cursor read your production error data in real time. Here's how to set it up and use it to debug in seconds, not hours.

Ship fast with AI without breaking things for paying customers. A practical guide to safe vibe coding with monitoring, testing shortcuts, and MCP.

AI coding assistants write insecure code more often than you think. Here are the security vulnerabilities most commonly introduced by Cursor and Claude — and how to catch them.

The most useful MCP servers for solo founders and vibe coders in 2025. Covers error monitoring, databases, APIs, and productivity tools.

A step-by-step guide to connecting ProdFix error monitoring to Cursor IDE via MCP. See production errors inside your editor and fix them in one shot.

Speed and stability aren't opposites. Here's the framework solo founders use to ship daily with AI while keeping production stable for paying customers.

Authentication is the most security-critical part of your SaaS. AI gets most of it right — but these edge cases can break your app or expose user data.

Next.js App Router has new patterns that trip up even experienced developers. Here are the 8 errors vibe coders hit most often in production.

AI writes code fast. Reviewing it well is a skill. Here's a practical framework for reviewing Cursor and Claude-generated code before it hits production.

Both tools are excellent for AI-assisted coding. But they're different. Here's an honest comparison for solo founders deciding where to invest.

The definitive best practices guide for vibe coders in 2025 — shipping AI-generated code safely without breaking production.

Cursor Composer lets you edit multiple files at once. Here's how solo founders use it effectively without introducing production bugs.

An honest comparison of Claude Sonnet and GPT-4 for writing production-quality code. Which model makes fewer bugs?

These AI tools review your code before it ships. Here's the best ones for solo founders and indie hackers in 2025.

GitHub Copilot and Cursor both use AI to help you code. Here's which one is better for solo founders shipping production SaaS.

The difference between "working code" and "production code" is in how you prompt. Here's the prompting framework that gets you prod-ready output.

All major AI coding tools compared for solo founders: features, pricing, production safety, MCP support.

Windsurf is Codeium's AI IDE. Here's an honest review focused on solo founder use cases and production safety.

These 8 MCP servers give Cursor the context it needs to write better code and debug production faster.

The workflow: error monitoring captures the bug → AI reads it via MCP → AI writes the fix. Here's the exact process.