The ProdFix Blog

Build a custom MCP server that gives Cursor and Claude Code access to your specific production data and business logic.

AI as your pair programmer changes everything. Here's how to structure the collaboration for production-quality output.

Claude Code hooks let you run commands before and after AI actions. Here's how to use them for automated testing and monitoring checks.

Real test results comparing GPT-4o and Claude on production code quality, security, and error handling.

AI-designed database schemas look clean but miss indexes, constraints, and migration paths. What to watch for before you go live.

The complete monitoring workflow for vibe coders: ProdFix captures → MCP reads → Cursor fixes → deploy. Under 10 minutes.

AI integrates third-party APIs confidently but incorrectly. These 6 mistakes appear in production and are invisible in dev.

Cursor loses context across sessions. Here's how to manage it effectively so every session produces production-quality output.

The complete technology stack for solo founders in 2025 — from hosting to payments to monitoring. Chosen for speed and solo operability.

The minimal technical setup you need to go from zero to $1k MRR as a solo founder. No over-engineering, just what works.

Going from 100 to 1000 users breaks things you never anticipated. Here's what fails and how to prepare.

As a solo founder doing customer success yourself, error monitoring gives you the data to be proactive. Here's the playbook.

Concrete numbers on how error monitoring pays for itself through reduced churn and faster bug fixes.

Being on-call solo means smart alerting, fast tooling, and the right escalation path. Here's the strategy.

Observability sounds complex but it's simple: know what's happening in your app at all times. Here's the beginner's guide.

Most support tickets are bug reports. Fix the bugs before users file tickets and watch support volume drop.

After every launch, run this post-mortem. Covers technical failures, errors caught, fixes made, and what to do next time.

Use error rates, bug frequency, and monitoring data to make the hire/don't hire decision with data, not feelings.

Database decisions made early compound. Here's what solo founders get wrong and what saves them when traffic grows.

Uptime monitoring for solo founders doesn't need to cost $200/month. Here's what you actually need.

Feature flags let you deploy code without activating it. Here's how solo founders use them to ship safely.

The first 100 users expose every technical weakness. These are the 10 most common mistakes and how to avoid them.

You don't need a DevOps team. You need these 5 DevOps practices implemented before your first real user.

How to handle API errors gracefully in your SaaS — from third-party failures to your own backend errors.