VibeFlow

Open VibeFlow, describe what your app should do, and watch an executable backend take shape. Start by typing a brief goal like “members-only notes with payments.” VibeFlow drafts data models, routes, and rules, then lays them out as a clickable graph. You can accept the proposal or tweak it: rename tables, add fields, switch providers, or attach validators. Drop in sign-in blocks (email code, OAuth, or JWT), set password policies, and map roles to endpoints. Run quick checks with generated test users and sample payloads, and inspect live traces to see exactly how each step behaves.

Building revenue flows is just as direct. Pick your billing provider, define products and plans, and connect checkout to customer creation, invoicing, and receipts in a few links. Add webhooks for renewals and refunds, gate features with plan checks, and track usage with metered counters. For your data, sketch entities visually or import an existing schema; VibeFlow creates migrations and seeds. Validation is handled through field rules, custom guards, or short TypeScript snippets where you need extra control. Use the scenario runner to simulate edge cases—failed payments, expired sessions, or conflicting writes—and view outcomes side by side.

Adding AI features takes minutes. Insert a model block, write a prompt template with variables, and chain it to moderation, caching, and storage. Route outputs to a vector index for semantic search, or schedule background jobs that summarize, tag, or translate content on a timer. For content teams, set up an editorial pipeline: draft generation, human review, and publication as a clean sequence. Stream responses to the client, capture tokens for cost reporting, and wrap everything with guardrails that redact PII before calls leave your environment.

When you’re ready to ship, connect your repository. VibeFlow exports clean TypeScript services and a lightweight SDK for your React, Vue, or mobile app. Every change becomes a pull request with a plan of migrations and policy diffs. Configure secrets per environment, promote from dev to staging to production, and roll back safely if something misbehaves. Import an existing frontend to auto-map forms and fetches to the generated endpoints, or use the built-in API explorer to try requests without leaving the page. Observability is first-class: real-time logs, metrics, and replayable requests help you diagnose issues fast and keep release cycles tight.