From natural language to running endpoints — no code in between

Skip the code. Ship the endpoint.

Semantyx turns plain English into deterministic, production-ready APIs. No boilerplate, no scaffolding, no generated codebases to maintain — just working endpoints you can call.

Live Demo

Three steps. Zero codebase.

Watch a workflow go from idea to live endpoint — no files generated, no scaffolding to clean up.

semantyx://workbench/new-endpointlive

Describe your endpoint

Natural English. No syntax to learn.
How it works

From sentence to endpoint in minutes.

01

Describe

Write a plain-English description of what your endpoint should do. No SDK, no syntax, no schemas to memorize.

“Validate input, look up the user, sign a JWT, reply with a session.”

02

Compile

Semantyx parses your intent into a typed, validated DAG. Symbols resolve, types check, secrets stay secret.

Errors surface as suggestions — not stack traces.

03

Execute

Your endpoint is live the moment you accept it. Calls hit the runtime directly — no build step, no deploy.

Every run is traced, versioned, and reversible.

What you get

A platform, not a code generator.

Most AI tools hand you a folder of files and wish you luck. Semantyx hands you a running endpoint and the infrastructure around it.

Natural-language to API

Describe in plain English. Semantyx compiles directly to a deterministic workflow — no codebase to maintain.

Visual DAG editor

Every endpoint is a typed, validated graph. Inspect, edit, branch, and reason about every step visually.

Step-by-step traces

Every execution leaves a per-step trace with inputs, outputs, timings, and errors. Debug what actually ran.

Deterministic by design

No hallucinated control flow at runtime. The AI plans once, the runtime executes the same graph every time.

Bring your own data

Plug in Postgres, MySQL, or your own schemas. The compiler validates table and field references at compile time.

Production-ready endpoints

API keys, tenant isolation, rate limits, and observability — every endpoint ships with the infra baked in.

Tenant-isolated
Per-customer scopes by default
Observable
Trace every step in real time
Versioned & reversible
Roll forward, roll back
The shift

AI that generates code vs. AI that runs the result.

The old way
AI code generators
  • OutputA folder of source files you now own
  • Iteration loopEdit code → rebuild → deploy → test
  • DeterminismAI rewrites your code on every prompt
  • DebuggingStack traces, logs, print statements
  • Tech debtA growing codebase someone has to maintain
  • Time to first callDays to weeks
The Semantyx way
AI that runs the result
  • OutputA live endpoint at a URL
  • Iteration loopEdit description → recompile → done
  • DeterminismPlan once. Same DAG runs every call.
  • DebuggingPer-step traces with inputs and outputs
  • Tech debtNo codebase. Nothing to maintain.
  • Time to first callUnder a minute

Ready to skip the code?

Your first endpoint takes less time to ship than it took to read this page. It's a bet.

No credit card · Live in < 60 seconds