After auditing twenty production applications built with AI assistance, we found fixable patterns of technical debt concentrated in four areas: security, performance, architecture, and observability.

Founders who harden their existing codebase rather than rewriting it reach production faster, preserve the knowledge embedded in working code, and avoid the strategic paralysis that rewrites create.

Vibe-coded applications fail in predictable, fixable ways across five categories: broken access control, exposed secrets, injection vulnerabilities, authentication gaps, and security misconfigurations.

A systematic 30-minute audit examining six critical areas reveals whether your vibe-coded application can survive production or will fail when real users arrive.

Learn the five critical failure points in Supabase—database connections, RLS performance, storage limits, authentication edge cases, and realtime overhead—to build production-ready applications that scale.

Founders who build a complete operations foundation—monitoring, alerting, backups, and recovery procedures—detect outages before customers report them and restore service in minutes rather than hours.