The category splits in two: tools that host your app for you and tools that hand you the code. The trade-offs on lock-in, cost over time, maintenance and exit, without naming names.
ContentForger, Lovable, v0, Base44, Bolt, Replit Agent and Cursor. No winner declared, just which tool fits which job, and what none of them do well yet.
Thomas Lovas Lokoy · 10 min read · 2026-04-28
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Turn a web app into a mobile app: PWA install rules, iOS web push, Trusted Web Activity and Capacitor, store fees, and Apple's repackaged-website rule.
What vibe coding means, why AI-written code often ships with security flaws, and a 10-point security checklist to run before a vibe-coded app goes live.
Files, not a running product. A plain account of what you hold after an AI app builder finishes, what is still yours to do, and how to tell marketing from mechanics before you pay.
The three numbers behind every AI app builder price: how many runs you get, how much each run can produce, and which model produces it. Explained with ContentForger's published tiers.
The twelve checks to run on a generated project before it goes live: build, types, environment, secrets, auth, database policies, tests, metadata and the things a model is told to do but might not have done.
Daily app counts, per-batch output ceilings, hourly rate limits and a monthly spend ceiling: what each limit protects, why they fail closed, and how to work with them instead of against them.
What an agency needs from a code generator that a solo builder does not: white-label output, a client record, an API, scheduled runs and a daily allowance that survives a busy day. Judged against ContentForger's Agency plan.
Not a love letter. Why ContentForger and most serious AI generators landed on Next.js: the ecosystem, server components, hosting, and the counterargument.
The five predictable errors that eat weekends: prompting for features before structure, skipping the generated auth flow, ignoring the env file, and two more.
How to write prompts that produce shippable apps instead of generic demos: name the core loop, specify the data model, and leave room for sensible defaults.
How ContentForger's brief tool turns a rough idea into a named app, a user description, a feature list, a stack and three ready-to-paste prompts, and how to use it so your first generation is the right one.
How ContentForger's change requests work, what each one costs, what the planner sees, and a repeatable five-step rhythm from first prompt to a build that passes.
How sign-in works in a ContentForger app: Supabase Auth through @supabase/ssr, the server client, session refresh, user_id with RLS, and a two-user test.
From GitHub to live on Cloudflare in under ten minutes: the adapter, first build, custom domain, production env vars, and the real cost at small scale.
Add Claude-powered features to any ContentForger output in about ten minutes: the API route, streaming, rate limiting, model choice and a monthly budget.
Strip ContentForger branding, inject the client brand, and ship code that looks like yours. Agency tier: profiles, per-client generation, pricing the work.