The most engineering-credible checklist for hardening an AI-built app.
6 steps before taking your vibe-coded app to production
Convex 2025
Open stack.convex.dev →A prototype proves the idea can exist; production proves strangers can depend on it. Before real users touch it, do the hardening pass AI tools skip: turn on row-level security and auth rules (the Lovable-Supabase leaks exposed 170+ apps that didn't), get API keys out of the code, add real error handling, a basic CI pipeline, and a database that survives concurrent users. Budget for this as its own milestone, either a focused week of your own time following a checklist or a short engagement with an engineer who reviews before launch.
18 resources.
The most engineering-credible checklist for hardening an AI-built app.
Convex 2025
Open stack.convex.dev →A full workflow that builds production discipline in from the first prompt.
SitePoint 2025
Open sitepoint.com →Prioritized fixes, starting with the most common failure: hardcoded credentials.
Autonoma 2025
Open getautonoma.com →Draws the prototype-versus-production line precisely, then walks the gap.
Vibengineer 2025
Open vibengineer.io →A time-boxed two-week plan if you need a launch date, not a philosophy.
AppStuck 2026
Open appstuck.com →A sober framework for deciding rebuild versus harden.
MindStudio 2025
Open mindstudio.ai →First-party account of the year vibe-coded apps leaked data, and the safer defaults that followed.
Supabase Dec 2025
Open supabase.com →The cautionary tale every Lovable and Bolt builder should read before launch.
byteiota May 2025
Open byteiota.com →A checklist mapped to the exact mistakes AI-generated backends make.
Vibe App Scanner 2026
Open vibeappscanner.com →Why giving your AI agent production database access is its own attack surface.
Pomerium 2025
Open pomerium.com →Security researchers show how trivially exposed vibe-coded backends get found.
Cognisys Labs 2025
Open labs.cognisys.group →A self-audit you can run on your own app in an afternoon.
Fabio (DEV) 2025
Open dev.to →YC's practical guidance on working with AI code you intend to keep.
Y Combinator 2025
Open ycombinator.com →Builds the structured habits (PRD, specs, checkpoints) that make production transition survivable.
Lenny's Newsletter 2025
Open lennysnewsletter.com →The failure modes that show up months later, so you can pre-empt them now.
HackerNoon 2025
Open hackernoon.com →The deploy-day specifics: environments, secrets, monitoring.
Tekeshwar Singh 2025
Open tsvillain.medium.com →Lovable-specific hardening path, useful if that is your stack.
Logic Square 2025
Open logic-square.com →The debugging skills that separate founders who ship from those who stall at 80 percent.
Colin Matthews (Tech for Product) 2025
Open blog.techforproduct.com →The same ground, over in Build the product, our Starting Up track.