Svivva

From seed to symphony.

Describe your API in plain English. Svivva writes 100 test cases for it, deploys it with a real endpoint, and rolls back silently if it ever drifts. No DevOps. No babysitting.

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From seed to symphony.

Build and ship production backends, hardware prototypes, or full app suites from a plain-English description. Svivva writes the test cases, deploys the endpoint, validates every response, and auto-rolls back if anything breaks. No DevOps, no backend code, no babysitting.

Free tier — no credit card
OpenAI, Claude & Gemini support
Ship with confidence
The BUILD System

5 steps to delivery

Bring Users Into Logical Delivery — our guided process takes you from concept to completion.

Svivva Seeds
Svivva Seeds
Pro & Enterprise

Generate multiple production-ready applications from a single structured document. One spec in, entire product suites out — frontend, backend, database, auth, and deployment configs all built in parallel.

Multi-app generationParallel buildsFull-stack outputAuto documentation
APIs Built
Developers
API Calls Served
Features

Everything you need for production

From prompt to production in minutes. Built-in evaluation, versioning, and rollback.

Your AI Lies. We Catch It.

JSON Schema validation with automatic repair. When the model hallucinates a field or returns a string where you wanted a number, Svivva fixes it — or retries until it doesn't. Zero negotiation.

outputSchema: { type: 'object' }

100 QA Engineers. No Salaries.

The moment you save a prompt, Svivva writes up to 200 test cases for it — edge cases, adversarial inputs, multilingual chaos, boundary conditions. It finds what your users would have found first.

generateEvals({ count: 100 })

Time Travel for Prompts.

Every edit is an immutable version. When evals fail at 3am, Svivva rolls back before you wake up — and files a report. Full history. One click. No incidents.

rollback({ version: 'v2' })

Know Before Your Users Complain.

Live latency, success rates, and token spend — all visible before the support tickets arrive. Custom alerts fire the moment something drifts. Your users never see the chaos.

metrics.avgLatency: 230ms

Zero to Endpoint. Seriously.

Write the prompt. Deploy the API. That's it. Auto-scaling handles everything from 10 beta users to the Hacker News front page. Zero YAML. Zero ops. Zero regrets.

status: 'deployed'

Looks Like a Real API. Is a Real API.

TypeScript-first SDK, full type safety, auto-generated OpenAPI spec, Python and Node clients. Your users integrate in minutes and never suspect the backend is mostly words.

import { PromptAPI } from 'svivva'
Svivva founder working with his 6-year-old son on the app design

Studying flower color palettes

Age 6 · Lead color designer

🌸 Founder Story

Built by a father and son, one petal at a time

I homeschool my six-year-old son, and somewhere between math lessons and afternoon walks, he developed a quiet obsession with flowers, plants, and herbs — the way they grow, the way they smell, and above everything else, the way they hold color.

He studies flower color palettes the way most kids study cartoons. He'll spend an hour noting exactly how a rose shifts from deep burgundy at its center to soft blush at the tips, or how lavender pairs with sage. When I started designing Svivva, he was right there next to me. The teal and burgundy you see throughout the app? His picks. He pointed at a flower and said, "that one and that one, Dad."

The Svivva logo — the bouquet of flowers — isn't a designer's creation. He built it himself from scratch, using things he found around the house. Pipe cleaners, paper scraps, fabric. He arranged them into a small flower sculpture, handed it to me, and said that was the logo. He was right.

We're building Svivva to last. Not just as a platform for developers, but as something a six-year-old can one day point to and say he helped make beautiful.

How it Works

Prompt to product

Write what you want. Get a tested, versioned, rollback-ready API. No YAML. No boilerplate. No surprises.

1. Your Prompt

Describe what your API should do in plain English:

"Analyze customer feedback to extract sentiment, identify key topics, and provide a confidence score. Handle multiple languages."

Intent detected: Sentiment Analysis
2. Generated Schema
interface Response {
sentiment: "positive" | "negative";
topics: string[];
confidence: number;
language: string;
}
Schema validated
3. Live API
POST
api.svivva.ai/v1/sentiment
200 OK • 124ms
{
"sentiment": "positive",
"confidence": 0.94
}
All responses validated against schema
Auto-retry on validation failure
Evaluation Engine

We break it so you don't

Every endpoint gets 50+ AI-generated test cases—edge cases, adversarial inputs, malformed data. When pass rates drop, we roll back automatically. You sleep soundly.

Edge case detection

AI identifies boundary conditions your tests would miss

Adversarial testing

Tests malicious inputs and injection attempts

Instant rollback

Automatically reverts to last passing version on failures

Eval Results

Passing
Pass Rate94.2%
156
Total
147
Passed
9
Failed
Pricing

Simple, transparent pricing

Start free, scale as you grow. No hidden fees.

Most Popular

Pro

Full platform access

Svivva Seeds
Includes Seeds
$49/month
  • Digital + Physical unlimited
  • Unlimited API endpoints
  • Unlimited hardware projects
  • 100,000 API requests/month
  • AI material sourcing
  • Hardware layout preview & optional AI sketches
  • Svivva Play — full access
  • Svivva Seeds — multi-app builder
  • Auto-rollback & versioning
  • Priority support

Enterprise

For teams at scale

Svivva Seeds
Includes Seeds
$299/month
  • Everything in Pro
  • Unlimited API requests
  • Dedicated supplier network
  • Svivva Play — full access
  • Svivva Seeds — unlimited builds
  • SSO & SAML
  • Custom integrations
  • SLA guarantee

Want to explore first? Start free — no credit card required.

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