What AI builders use to deploy and ship
Shipping is not only deploy buttons — it's previews, backends, payments, and the repo that ties it together. These tools minimize time from merge to paying users.
SCORED ON · last reviewed Oct 2026
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VercelPreview URLs per PR and zero-config Next.js make it the default finish line for frontend-heavy products.
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SupabaseAuth + Postgres + storage without standing up AWS. The backend most vibe-coded apps actually land on.
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StripeCheckout and Billing are how indies get paid. Docs and test mode make "add payments" a weekend, not a quarter.
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RailwayWhen you need a real backend or worker, Railway beats wrestling Kubernetes for most indie scale.
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GitHubActions, PRs, and the source of truth. Every other ship tool plugs in here.
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NetlifyStill excellent for static sites, forms, and light functions. Slightly less default than Vercel for Next apps.
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Replit Agent
Build and host in one place — shipping without leaving the IDE. Tradeoff is platform coupling.
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LinearShipping includes deciding what to ship. Linear keeps the backlog fast enough that agents and humans stay aligned.
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SentryAfter you ship, something breaks. Sentry tells you what, where, and for whom — essential when agents move faster than QA.