The ProdFix Blog

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

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
Glossary
What Is Error Monitoring? (And Why Every Developer Needs It)
Error monitoring explained in plain English: what it does, why it matters, and how to set it up in 2 minutes.
2025-04-18 · 4 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
Glossary
What Is Observability? A Developer's Guide
Observability, monitoring, and logging explained — what each one is and which ones you actually need.
2025-04-18 · 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 APM (Application Performance Monitoring)?
APM explained for developers. What it monitors, how it works, and whether you need it as a solo founder.
2025-04-19 · 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 Stack Trace? How to Read One to Fix Bugs Faster
Stack traces are the key to debugging production errors. Here's how to read and use them effectively.
2025-04-19 · 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 P95 and P99 Latency? (And Why Averages Lie)
Average latency hides the experience of your slowest users. Here's what P95 and P99 mean and why they matter.
2025-04-20 · 4 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
Glossary
SLO, SLA, and SRE Explained for Solo Founders
These enterprise reliability terms matter for solo founders too. Here's what they mean in practice.
2025-04-20 · 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 a CSP Violation? Explained for Non-Security Developers
Content Security Policy violations explained in plain English. What causes them and how to interpret them.
2025-04-21 · 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
Glossary
What Is a Memory Leak in JavaScript? (Plain English Explanation)
Memory leaks explained without jargon. What causes them in JavaScript and how to detect them.
2025-04-21 · 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 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
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
Glossary
What Is OpenTelemetry? Do You Need It for Your SaaS?
OpenTelemetry is the open standard for observability. Here's what it does and whether solo founders need it.
2025-04-25 · 4 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
Glossary
What Is Distributed Tracing? (And Is It Overkill for Solo SaaS?)
Distributed tracing follows requests across services. Here's when you need it and when you don't.
2025-04-26 · 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 Synthetic Monitoring? How It Differs From RUM
Synthetic monitoring runs automated tests. RUM captures real users. Here's the difference and when to use each.
2025-04-27 · 4 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
Glossary
What Is Chaos Engineering? Should Solo Founders Use It?
Chaos engineering deliberately causes failures to find weaknesses. Here's the solo founder version.
2025-04-28 · 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 MTTR and MTTD? Key Metrics for Production Reliability
Mean Time to Repair and Mean Time to Detect are the core reliability metrics. Here's what they mean.
2025-04-29 · 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 Technical Debt? A Practical Definition for SaaS Founders
Technical debt explained without jargon. What it is, how it accumulates, and when to pay it down.
2025-04-30 · 4 min read
PRE-LAUNCH CHECKLIST Error monitoring Alerts configured Performance tracking Security scan MCP setup Rate limiting PROGRESS 4 / 6 items completed ⚠ NEXT UP Run security scan CSP + XSS audit Start scan →
Glossary
What Is Feature Parity in SaaS Development?
Feature parity matters for API compatibility and migrations. Here's what it means in practice.
2025-05-01 · 3 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 Dark Launch? Safe Feature Deployment for Solo Founders
Dark launches deploy code that's not yet activated. Here's how they work and why they're useful.
2025-05-02 · 3 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 Shadow Traffic in Software Testing?
Shadow traffic duplicates production requests for testing. Here's what it is and when to use it.
2025-05-03 · 3 min read