Scale &amp; Maintain Your AI-Built App — Page 4

Churn Prevention by Identifying At Risk Users Early

Churn prevention starts with identifying at-risk users before they cancel. Learn the four behavioral signals and the intervention playbook to recover them.

Apr 28, 2026Read

Onboarding Flows That Retain Users in Vibe Coded Apps

Onboarding flows that retain users matter more than features. Learn the four phases, the activation moment, and the patterns vibe coded apps consistently miss.

Apr 27, 2026Read

Pricing Page Optimization for Vibe Coded SaaS Products

Pricing page optimization for SaaS converts more visitors into paying customers. Learn the four decisions, the layout patterns, and the AI-built mistakes.

Apr 27, 2026Read

grow·advanced·8 min

Microservices vs Monolith and When to Split a Vibe Coded App

Microservices vs monolith is the wrong question for most vibe-coded apps. Learn the four signals that justify splitting and the cost of premature distribution.

Apr 25, 2026Read

Auto Scaling Configuration and Cost Tradeoffs Explained

Auto scaling configuration sounds magical until you see the bill. Learn the four levers that matter, plus safe defaults and patterns to prevent runaway costs.

Apr 24, 2026Read

Preparing for Your First 1000 Users in a Vibe Coded App

Preparing your vibe-coded app for the first 1000 users requires fixing 12 specific systems before they break. Learn the order, the cost, and the warning signs.

Apr 23, 2026Read

grow·beginner·8 min

Zero Stress Maintenance for Non Technical App Builders

Zero stress maintenance for non-technical app builders. Run a 30-minute monthly checklist, prevent the common breakages, and avoid the cost of a developer.

Apr 22, 2026Read

Customer Migration During Major Updates for Vibe Coded Apps

Customer migration is the discipline of moving live users to new schemas and features without breaking trust. Learn the four phase playbook for solo builders.

Apr 21, 2026Read

On Call Practices for Solo Builders Running Production Apps

On-call practices for solo builders running AI-built apps. Set up alerts, write runbooks, define boundaries, and survive incidents without burning out.

Apr 19, 2026Read

Log Aggregation and Centralized Logging for Solo Builders

Set up log aggregation for your AI-built app. Compare hosted services, configure shipping, and build dashboards that turn debugging from hours to minutes.

Apr 18, 2026Read

Disaster Recovery Plan for Solo Operators of AI Built Apps

A practical disaster recovery plan for solo builders. Cover backups, account recovery, vendor failures, and the runbook that makes recovery automatic.

Apr 16, 2026Read

Status Page and Incident Communication for Solo Builders

Set up a status page and incident communication plan for your AI-built app. Compare hosted tools, cover update cadence, and use the templates that build trust.

Apr 15, 2026Read

grow·intermediate·12 min

Backup Verification So Your Disaster Recovery Actually Works

Test your backup and disaster recovery plan before you need it. Quarterly verification routine for Supabase, PlanetScale, and PostgreSQL with restore drills.

grow·intermediate·10 min

Fixing Your Bus Factor as a Solo Developer Who Ships

Your solo project has a bus factor of one. This checklist shows exactly which five documents will let anyone take over your app without a handoff call.

grow·beginner·11 min

A Complete Guide to Changelog Management for Products

Learn changelog management for your product from scratch. Compare Changelogfy, Canny, Beamer, and LaunchNotes with pricing, plus tips on writing clear entries.

grow·intermediate·11 min

Code Archaeology for AI Code You No Longer Recognize

How to revisit AI-generated code you no longer recognize. A practical code archaeology method for vibe coders who want to stay oriented in their own projects.

grow·intermediate·13 min

Database Maintenance for AI-Built Apps That Actually Grow

Database maintenance for AI-built apps. Learn PostgreSQL vacuuming, data pruning, archiving strategies, and index maintenance to keep queries fast at scale.

grow·intermediate·10 min

Debugging Old AI Code You No Longer Understand at All

How to debug old AI-written code you no longer understand. Use git history, AI-assisted reading, and specific prompts to rebuild your mental model fast.

grow·intermediate·12 min

How to Deprecate App Features Without Losing Users

Learn how to deprecate features gracefully with clear timelines, user communication, and migration paths that protect trust while keeping your product clean.

Documentation Rot and How to Keep Your Docs Current

Documentation rot is silent and deadly. Learn the three doc types that matter, how to automate freshness checks, and when deleting docs is the right call.

grow·intermediate·14 min

Log Rotation and Storage Management for Production Apps

Set up log rotation and storage management for AI-built apps. Configure Pino, set retention policies, ship to BetterStack or Axiom, and control storage costs.

grow·intermediate·11 min

Managing Feature Flags in Production the Right Way

Learn how to manage feature flags in production the right way. Compare LaunchDarkly, Flagsmith, ConfigCat, and Unleash, with TypeScript code examples.

grow·intermediate·11 min

Monitoring and Alerting Setup for Your AI-Built App

Set up monitoring and alerting for AI-built apps. Compare UptimeRobot, Better Stack, and PagerDuty. Configure uptime checks, error alerts, and status pages.