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The ProdFix Blog
Production guides for solo founders, vibe coders, and indie hackers. Ship faster. Break less.
Traditional tools
ProdFix
✗ Team-focused pricing
✗ Complex setup
✗ No AI fix suggestions
✗ No MCP integration
✗ Separate UX tool needed
✗ Separate perf tool needed
✗ Multiple dashboards
✓ Solo founder pricing
✓ 2-min setup
✓ AI fix suggestions
✓ Cursor + Claude MCP
✓ UX built-in
✓ Performance built-in
✓ One dashboard
$26+/user/month
Free · $13/mo starter
Comparison
Stripe vs Paddle for Indie Founders: Tax Handling, Fees, and More
Stripe and Paddle handle payments differently. Here's the comparison focused on indie founder needs.
2025-04-21 · 5 min read
Traditional tools
ProdFix
✗ Team-focused pricing
✗ Complex setup
✗ No AI fix suggestions
✗ No MCP integration
✗ Separate UX tool needed
✗ Separate perf tool needed
✗ Multiple dashboards
✓ Solo founder pricing
✓ 2-min setup
✓ AI fix suggestions
✓ Cursor + Claude MCP
✓ UX built-in
✓ Performance built-in
✓ One dashboard
$26+/user/month
Free · $13/mo starter
Comparison
Next.js vs SvelteKit in Production: Performance and Error Rates Compared
Real production data comparing Next.js and SvelteKit performance, error rates, and developer experience.
2025-04-21 · 6 min read
Traditional tools
ProdFix
✗ Team-focused pricing
✗ Complex setup
✗ No AI fix suggestions
✗ No MCP integration
✗ Separate UX tool needed
✗ Separate perf tool needed
✗ Multiple dashboards
✓ Solo founder pricing
✓ 2-min setup
✓ AI fix suggestions
✓ Cursor + Claude MCP
✓ UX built-in
✓ Performance built-in
✓ One dashboard
$26+/user/month
Free · $13/mo starter
Comparison
Resend vs Postmark for Transactional Email: The SaaS Developer's Guide
Transactional email provider comparison for solo founders: deliverability, pricing, and monitoring.
2025-04-22 · 5 min read
Traditional tools
ProdFix
✗ Team-focused pricing
✗ Complex setup
✗ No AI fix suggestions
✗ No MCP integration
✗ Separate UX tool needed
✗ Separate perf tool needed
✗ Multiple dashboards
✓ Solo founder pricing
✓ 2-min setup
✓ AI fix suggestions
✓ Cursor + Claude MCP
✓ UX built-in
✓ Performance built-in
✓ One dashboard
$26+/user/month
Free · $13/mo starter
Comparison
Fly.io vs Render for Solo Founder SaaS: The Honest Comparison
Two great options for hosting Node.js SaaS. Here's how they compare on performance, price, and DX.
2025-04-22 · 5 min read
Traditional tools
ProdFix
✗ Team-focused pricing
✗ Complex setup
✗ No AI fix suggestions
✗ No MCP integration
✗ Separate UX tool needed
✗ Separate perf tool needed
✗ Multiple dashboards
✓ Solo founder pricing
✓ 2-min setup
✓ AI fix suggestions
✓ Cursor + Claude MCP
✓ UX built-in
✓ Performance built-in
✓ One dashboard
$26+/user/month
Free · $13/mo starter
Comparison
Clerk vs Auth0 for Solo Founder SaaS: Which Is Worth It?
Managed auth comparison for solo founders. Clerk is simpler, Auth0 is more flexible. Here's how to choose.
2025-04-23 · 5 min read
Traditional tools
ProdFix
✗ Team-focused pricing
✗ Complex setup
✗ No AI fix suggestions
✗ No MCP integration
✗ Separate UX tool needed
✗ Separate perf tool needed
✗ Multiple dashboards
✓ Solo founder pricing
✓ 2-min setup
✓ AI fix suggestions
✓ Cursor + Claude MCP
✓ UX built-in
✓ Performance built-in
✓ One dashboard
$26+/user/month
Free · $13/mo starter
Comparison
Prisma vs Drizzle ORM in Production: Performance and Safety
Prisma and Drizzle both work. Here's the production performance comparison and error handling differences.
2025-04-23 · 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
DevOps
Zero Downtime Deployments for Solo Founders: A Practical Guide
Deploy without downtime even without a DevOps team. Here's the practical guide for solo founders.
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
❯
_
DevOps
GitHub Actions Deployment for Solo Founder SaaS
Automate your SaaS deployment with GitHub Actions. Here's the workflow that works for solo founders.
2025-04-18 · 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
❯
_
DevOps
Docker for Indie Hackers: When to Use It and When to Skip It
Docker adds complexity. Is it worth it for indie hackers? The honest answer with real trade-offs.
2025-04-19 · 5 min read
⚠ CSP Violation
script-src blocked · 3 events
⚠ XSS Attempt
Blocked · /api/search
✓ Auth headers OK
HSTS + SameSite set
Security Score
B+
VULNERABILITIES
2 critical
3 medium
12 passed
prodfix · security monitoring · CSP · XSS · supply chain
DevOps
Environment Variables Management for Solo Developers
Environment variables are the source of many production bugs and security issues. Here's how to manage them right.
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
❯
_
DevOps
Safe Database Migrations in Production: No Downtime, No Data Loss
Database migrations can destroy production. Here's how to run them safely without a DBA or DevOps team.
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
❯
_
DevOps
CI/CD Pipeline for Solo Founders: The Minimal Effective Setup
You need CI/CD to ship safely. Here's the minimal pipeline that catches bugs before they reach production.
2025-04-20 · 5 min read
⚠ CSP Violation
script-src blocked · 3 events
⚠ XSS Attempt
Blocked · /api/search
✓ Auth headers OK
HSTS + SameSite set
Security Score
B+
VULNERABILITIES
2 critical
3 medium
12 passed
prodfix · security monitoring · CSP · XSS · supply chain
DevOps
Secret Management in Node.js: How to Keep API Keys Safe
Leaked API keys are a startup nightmare. Here's the right way to manage secrets in Node.js production apps.
2025-04-21 · 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
DevOps
Node.js Process Crashes: How to Handle and Monitor Them
Node.js processes crash. Here's how to handle restarts, capture crash context, and prevent recurrence.
2025-04-21 · 5 min read
⚠ CSP Violation
script-src blocked · 3 events
⚠ XSS Attempt
Blocked · /api/search
✓ Auth headers OK
HSTS + SameSite set
Security Score
B+
VULNERABILITIES
2 critical
3 medium
12 passed
prodfix · security monitoring · CSP · XSS · supply chain
DevOps
SSL Certificate Automation for Solo Founders (No Manual Renewals)
Expired SSL certificates cause outages. Here's how to automate certificate management so you never think about it.
2025-04-22 · 5 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
DevOps
Backup Strategy for Solo Founder SaaS: Protect Customer Data
Data loss without backups ends companies. Here's the minimal backup strategy for solo founder SaaS.
2025-04-22 · 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
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
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