The ProdFix Blog

Production guides for solo founders, vibe coders, and indie hackers. Ship faster. Break less.

Error rate over time last 30 days · errors per 1000 sessions ↑ deploy without monitoring ↓ ProdFix installed errors caught fast — actual - - trend · prodfix.com
Glossary
What Are Core Web Vitals? The 2025 Guide
Core Web Vitals explained: LCP, CLS, and INP — what they measure, why Google uses them, and what scores to aim for.
2025-04-22 · 4 min read
✓ CSP headers script-src configured ✓ Auth tokens httpOnly cookies ✗ Rate limiting missing on /api/login ✓ HTTPS enforced HSTS + redirect ✗ SQL injection raw query at /search ✓ Input validation all endpoints prodfix · vibe coding safely · security monitoring
Glossary
What Is Rate Limiting? How It Protects Your API
Rate limiting explained for solo founders. What it is, how to implement it, and what happens without it.
2025-04-22 · 4 min read
prodfix — terminal npx @prodfix/sdk init ✓ SDK initialized — 3 projects, 0 errors prodfix issues --project my-saas ● TypeError: Cannot read properties of undefined at Checkout.jsx:47 · 23 users affected · 142 events ● UnhandledRejection: Payment API timeout at api/checkout.js:89 · 8 users affected · 31 events _
Glossary
What Is a Webhook and How Do They Work?
Webhooks explained in plain English. How they work, where they break, and how to monitor them.
2025-04-23 · 4 min read
Error rate over time last 30 days · errors per 1000 sessions ↑ deploy without monitoring ↓ ProdFix installed errors caught fast — actual - - trend · prodfix.com
Glossary
What Is a CDN and Do You Need One for Your SaaS?
CDN explained for solo founders. What it does for performance, which one to use, and when it's worth the cost.
2025-04-23 · 4 min read
✓ Deploy successful 0 new errors · 2m ago Error rate: 0.02% ▼ 80% from last week LCP: 1.2s P75 · Good ✓ Active users: 142 ↑ Product Hunt day prodfix · ship fast · stay stable · solo founder monitoring
Glossary
What Is a Canary Deployment? Should Solo Founders Use It?
Canary deployments roll out to a subset of users first. Here's how they work and when solo founders need them.
2025-04-23 · 4 min read
prodfix — terminal npx @prodfix/sdk init ✓ SDK initialized — 3 projects, 0 errors prodfix issues --project my-saas ● TypeError: Cannot read properties of undefined at Checkout.jsx:47 · 23 users affected · 142 events ● UnhandledRejection: Payment API timeout at api/checkout.js:89 · 8 users affected · 31 events _
Glossary
What Is the Circuit Breaker Pattern? JavaScript Implementation
The circuit breaker pattern prevents cascading failures in production. Here's what it is and how to implement it.
2025-04-24 · 4 min read
prodfix — terminal npx @prodfix/sdk init ✓ SDK initialized — 3 projects, 0 errors prodfix issues --project my-saas ● TypeError: Cannot read properties of undefined at Checkout.jsx:47 · 23 users affected · 142 events ● UnhandledRejection: Payment API timeout at api/checkout.js:89 · 8 users affected · 31 events _
Glossary
What Is Blue-Green Deployment? Is It Overkill for Solo Founders?
Blue-green deployments eliminate downtime during releases. Here's what they are and a simpler alternative.
2025-04-24 · 4 min read
error_dashboard.tsx ● TypeError Cannot read properties of undefined · 142 events · 23 users ● UnhandledRejection Payment API timeout · 31 events · 8 users ● ReferenceError user is not defined · 18 events · 12 users ✓ 3 fixed this week via MCP + Cursor · avg fix time: 4 min ERROR RATE / 24H — before - - after fix
Framework
Astro Production Errors: What Solo Founders Hit Most
Astro is popular for content sites. Here's the production errors solo founders encounter and how to fix them.
2025-04-18 · 5 min read
prodfix — terminal npx @prodfix/sdk init ✓ SDK initialized — 3 projects, 0 errors prodfix issues --project my-saas ● TypeError: Cannot read properties of undefined at Checkout.jsx:47 · 23 users affected · 142 events ● UnhandledRejection: Payment API timeout at api/checkout.js:89 · 8 users affected · 31 events _
Framework
Remix Error Boundaries: Production-Safe Error Handling
Remix has a unique error boundary model. Here's how to use it correctly to build resilient production apps.
2025-04-18 · 5 min read
error_dashboard.tsx ● TypeError Cannot read properties of undefined · 142 events · 23 users ● UnhandledRejection Payment API timeout · 31 events · 8 users ● ReferenceError user is not defined · 18 events · 12 users ✓ 3 fixed this week via MCP + Cursor · avg fix time: 4 min ERROR RATE / 24H — before - - after fix
Framework
Nuxt.js Production Errors: Common Issues and Fixes
Nuxt.js production issues are often SSR-related. Here's the complete guide to finding and fixing them.
2025-04-19 · 5 min read
prodfix — terminal npx @prodfix/sdk init ✓ SDK initialized — 3 projects, 0 errors prodfix issues --project my-saas ● TypeError: Cannot read properties of undefined at Checkout.jsx:47 · 23 users affected · 142 events ● UnhandledRejection: Payment API timeout at api/checkout.js:89 · 8 users affected · 31 events _
Framework
SvelteKit Deployment Guide: From Dev to Production Without Errors
SvelteKit deployment involves adapter-specific gotchas. Here's how to deploy cleanly every time.
2025-04-19 · 5 min read
prodfix — terminal npx @prodfix/sdk init ✓ SDK initialized — 3 projects, 0 errors prodfix issues --project my-saas ● TypeError: Cannot read properties of undefined at Checkout.jsx:47 · 23 users affected · 142 events ● UnhandledRejection: Payment API timeout at api/checkout.js:89 · 8 users affected · 31 events _
Framework
Express.js Production Guide: Security, Performance, and Monitoring
Express.js in production requires more setup than development. Here's the complete production guide.
2025-04-20 · 6 min read
prodfix — terminal npx @prodfix/sdk init ✓ SDK initialized — 3 projects, 0 errors prodfix issues --project my-saas ● TypeError: Cannot read properties of undefined at Checkout.jsx:47 · 23 users affected · 142 events ● UnhandledRejection: Payment API timeout at api/checkout.js:89 · 8 users affected · 31 events _
Framework
Fastify Production Setup: The Complete Guide for Node.js APIs
Fastify is faster than Express but has different production requirements. Here's the setup guide.
2025-04-20 · 5 min read
error_dashboard.tsx ● TypeError Cannot read properties of undefined · 142 events · 23 users ● UnhandledRejection Payment API timeout · 31 events · 8 users ● ReferenceError user is not defined · 18 events · 12 users ✓ 3 fixed this week via MCP + Cursor · avg fix time: 4 min ERROR RATE / 24H — before - - after fix
Framework
TanStack Router in Production: What You Need to Know
TanStack Router has different patterns than React Router. Here's what breaks in production and how to handle it.
2025-04-21 · 5 min read
prodfix — terminal npx @prodfix/sdk init ✓ SDK initialized — 3 projects, 0 errors prodfix issues --project my-saas ● TypeError: Cannot read properties of undefined at Checkout.jsx:47 · 23 users affected · 142 events ● UnhandledRejection: Payment API timeout at api/checkout.js:89 · 8 users affected · 31 events _
Framework
Hono Edge Deployment: Production Guide for Cloudflare Workers
Hono on Cloudflare Workers is fast but has unique production constraints. Here's the deployment guide.
2025-04-21 · 5 min read
prodfix — terminal npx @prodfix/sdk init ✓ SDK initialized — 3 projects, 0 errors prodfix issues --project my-saas ● TypeError: Cannot read properties of undefined at Checkout.jsx:47 · 23 users affected · 142 events ● UnhandledRejection: Payment API timeout at api/checkout.js:89 · 8 users affected · 31 events _
Framework
Drizzle ORM Production Guide: Migrations, Errors, and Performance
Drizzle ORM in production has specific pitfalls. Here's how to handle migrations, errors, and query performance.
2025-04-22 · 5 min read
prodfix — terminal npx @prodfix/sdk init ✓ SDK initialized — 3 projects, 0 errors prodfix issues --project my-saas ● TypeError: Cannot read properties of undefined at Checkout.jsx:47 · 23 users affected · 142 events ● UnhandledRejection: Payment API timeout at api/checkout.js:89 · 8 users affected · 31 events _
Framework
tRPC Production Error Handling: The Complete Guide
tRPC simplifies type-safe APIs but has specific error handling patterns. Here's the production-safe approach.
2025-04-22 · 5 min read
Claude Code ProdFix Cursor IDE Production MCP · Model Context Protocol · AI-powered debugging
AI Integration
OpenAI API Error Handling for Production Apps
OpenAI API errors are inevitable. Here's how to handle rate limits, timeouts, and failures gracefully.
2025-04-18 · 5 min read
prodfix ● All Projects ○ Issues ○ Performance ○ Security ○ UX All Projects 98.7% uptime this month 3 open issues 1.4s avg LCP ● main-saas 142 errors · 23 open · LCP 1.8s critical ● side-project-2 8 errors · 1 open · LCP 2.1s warn ● chrome-ext 0 errors · all clear · LCP 0.9s good
AI Integration
Monitoring LLM Features in Production: What to Track
When you add AI features to your SaaS, new failure modes appear. Here's how to monitor them.
2025-04-19 · 5 min read
Claude Code ProdFix Cursor IDE Production MCP · Model Context Protocol · AI-powered debugging
AI Integration
Anthropic Claude API Best Practices for Production Apps
Building with Claude API for production? Here's the best practices for reliability, cost, and error handling.
2025-04-19 · 5 min read
✓ Deploy successful 0 new errors · 2m ago Error rate: 0.02% ▼ 80% from last week LCP: 1.2s P75 · Good ✓ Active users: 142 ↑ Product Hunt day prodfix · ship fast · stay stable · solo founder monitoring
AI Integration
How to Roll Out AI Features Without Breaking Your SaaS
AI features have different failure modes than regular features. Here's the rollout strategy that catches issues early.
2025-04-20 · 5 min read
⚠ New Error Detected TypeError: Cannot read properties of undefined Checkout.jsx:47 · 5 users · 2 min ago View in IDE → Dismiss Alert via 📧 Email · Slack within 60 seconds Fix via Cursor + MCP avg 4 min to fix
AI Integration
AI Cost Monitoring in Production: Don't Get Surprised by Your Bill
AI API costs can spike unexpectedly. Here's how to monitor and control costs in production.
2025-04-20 · 5 min read
error_dashboard.tsx ● TypeError Cannot read properties of undefined · 142 events · 23 users ● UnhandledRejection Payment API timeout · 31 events · 8 users ● ReferenceError user is not defined · 18 events · 12 users ✓ 3 fixed this week via MCP + Cursor · avg fix time: 4 min ERROR RATE / 24H — before - - after fix
AI Integration
RAG System Production Errors: What Breaks and How to Monitor
Retrieval-Augmented Generation systems fail in specific ways. Here's how to build reliable RAG for production.
2025-04-21 · 5 min read
prodfix — terminal npx @prodfix/sdk init ✓ SDK initialized — 3 projects, 0 errors prodfix issues --project my-saas ● TypeError: Cannot read properties of undefined at Checkout.jsx:47 · 23 users affected · 142 events ● UnhandledRejection: Payment API timeout at api/checkout.js:89 · 8 users affected · 31 events _
AI Integration
Vector Database Production Guide for Solo Founders
Vector databases power AI features. Here's how to run them reliably in production as a solo founder.
2025-04-21 · 5 min read