Vibe Coding with Guardrails
A family of spec-driven frameworks. Describe your app in plain JSON — an AI Build Helper writes it for you, a framework renders it instantly, and an off-ramp means you're never locked in. Your data, your code, your control.
Explore the FamilyCitizen developers today have two paths — and both have traps.
Start simple, then drown you in complexity. Expect you to be a designer. Lock in your data and your app.
AI builds something fast — but you can't verify it, can't secure it, and can't maintain it. No guardrails.
ODS gives you the best of both worlds: the speed of AI-assisted building with the safety of a structured specification.
Each family has a simple, open JSON schema that describes what your app does. Human-readable. AI-writable. Portable.
Frameworks bring your spec to life with professional UI, storage, and smart defaults. Web, mobile, desktop — your choice.
An AI assistant turns your idea into a valid ODS spec through conversation. It can only produce specs that work — that's the guardrail.
Traditional vibe coding lets AI generate arbitrary code you may not understand. ODS flips the model: the AI produces a structured JSON spec that's validated, human-readable, and constrained to safe patterns. The framework handles the hard parts — UI, storage, security — so the AI never has to. You get the creative speed of vibe coding with the confidence that your app actually works, your data is safe, and you're never locked in.
Each ODS family is a self-contained world: its own specification, its own renderers, its own AI Build Helpers. Today there's one active family, with siblings on the way.
Unlike other platforms, ODS never locks you in. Your spec is a standard JSON file you own. When you outgrow the framework, a code generator emits a real, complete source project — yours to customize without limits. ODS is the on-ramp to real development, not a dead end.