Ship real apps.Pay for the work,not the model.

Describe what you want in plain language. AutoZorg Builder can create real apps in the language and framework your project needs, with a live development workspace and preview for supported apps. Our specialized neural routing network matches each task with a capable, cost-conscious model — so routine edits don't need frontier-model prices.

Start building freeSee how routing works
78%lower token cost
6coding tiers
1shared transcript
No credit card requiredLive preview in secondsDeploy to your own domain
AutoZorg Builder
>Add a pricing section with three tiers and a monthly / annual toggle
Neural routing selected a modelConfidence 0.91
Tier 2 · mid-tier coding model
  1. readReading src/app/page.tsx
  2. editEditing components/Pricing.tsx
  3. bashRunning npm run build
  4. viewPreview updated
This turn
$0.004
vs frontier-only
−78%

Where the 78% comes from

An AI coding agent does not answer once. It reads files, runs commands, edits code and repeats — and every call re-sends a growing conversation as input tokens. Routing fixes that at the source.

Most real app requests are small: adjust spacing, fix a typo, add a field, change a colour. Routing sends these to cheaper tiers, where most of the savings come from.

Our specialized neural routing network chooses a capable model for the task without adding a routing decision to every tool call.

All six tiers share one transcript, so a new model inherits the full history of messages and tool results. No re-reading files, no re-explaining the project.

Our neural routing network makes a focused model selection so more of your budget goes toward building the app, not deciding who builds it.

Token spend per turn
Frontier-only
AutoZorg Builder−78%
Frontier-onlyAutoZorg Builder
78%
lower token spend
versus routing every request to a frontier model

Up to 78% lower token spend versus sending every request to a frontier model. Actual savings depend on your task mix — a project full of small edits benefits far more than one made entirely of hard architectural work. Every run reports its routing decision, the selected tier and the real usage cost in the Builder's run inspector.

Cheaper models, same standard

Saving tokens is only worth it if the work still holds up. AutoZorg Builder makes tool results and usage visible so you can review the work, not just the price.

run/8f3a21
$ bash "npm run build" exit_code=1 http=200 body={"error":"quota_exceeded"} verify: result contradicts intent✖ marked FAILED — routing cannot override

Results are checked against the intent of the call. HTTP-200 error envelopes and non-zero exit codes are authoritative failures that routing cannot override.

From prompt to production in four steps

No scaffolding, no boilerplate, no local setup. Here is what happens when you send a message.

  1. 01

    Describe the app

    Write what you want in plain language. AutoZorg Builder turns it into a plan and starts a real project.

    > Add a pricing section with three tiers and a monthly / annual toggle
  2. 02

    Our network routes the task

    Our specialized neural routing network considers the task and its context to choose a capable, cost-conscious coding model.

    Neural routing selected a model
    Tier 2 · mid-tier coding model · Confidence 0.91
  3. 03

    The coding model builds

    The selected model works through its normal tool loop — reading, writing and editing files, searching the codebase and running commands.

    ✔ read Reading src/app/page.tsx
    ✔ edit Editing components/Pricing.tsx
    ✔ bash Running npm run build
  4. 04

    Preview, then deploy

    Click through the live preview, then ship to your own domain with SSL. Every turn is saved to your transcript.

    ✔ Preview updated
    https://your-app.com
    Live preview in seconds
    Deploy to your own domain

Everything you need to ship

A real development environment, not a demo. Built for people who want working software.

0x01

Live preview, real code

Build real source code in the language and framework your project needs. Preview supported apps as you work — not just a static mockup.

0x02

Deploy with SSL

Ship to your own domain with HTTPS in one step. Production builds run outside the editor so your preview stays fast.

0x03

Nine sandbox tools

Read, write, edit, ls, glob, grep, bash and run-config tools — the same toolset every AutoZorg agent uses.

0x04

Bring your own MCP servers

Attach remote MCP servers with OAuth, bearer or API-key auth. Tools are namespaced and validated against SSRF and private addresses.

0x05

Artifacts that persist

Generated files are stored in a private bucket with per-project isolation, so a sandbox restart never loses your work.

0x06

Build from your phone

The full Builder lives in the ZorgSocial mobile app — start a project, review a change and ship from anywhere.

Not another AI code generator

Most tools send every request to one expensive model. AutoZorg Builder decides first.

Typical AI coder
AutoZorg Builder
−Routes each task to the cheapest capable model
+Routes each task to the cheapest capable model
−Shared transcript across model tiers
+Shared transcript across model tiers
−Verifies every tool result
+Verifies every tool result
−Deterministic destructive-command policy
+Deterministic destructive-command policy
−Replayable audit trail
+Replayable audit trail
−Live preview and deploy with SSL
+Live preview and deploy with SSL
−Bring your own MCP servers
+Bring your own MCP servers

Comparison reflects the default routing-only mode. An optional guarded mode is available for high-stakes workflows.

Frequently asked questions

  • Up to 78% versus sending every request to a frontier model. The exact figure depends on your task mix: a project made mostly of small edits saves far more than one built entirely from hard architectural work. Every run reports its real usage cost in the run inspector, so you can see the number for your own project.

  • Our specialized neural routing network selects a capable model based on the task and context. This lets simpler changes avoid frontier-model costs while more demanding work can use a stronger model when needed.

  • No. All six tiers share one conversation transcript, so a new tier inherits the previous messages and tool results. Nothing is re-read or re-explained.

  • Cheaper models only handle tasks they can finish. Every tool result is verified, HTTP-200 error envelopes and non-zero exit codes are treated as authoritative failures, and the run stops rather than continuing on an unverified result. If the router is unavailable, the run fails closed or falls back to a safe middle tier.

  • Yes. The run inspector shows the tier chosen, the probability distribution, the selected coding agent and the actual usage cost of the turn.

  • No. Builder is available on the free plan — you only spend credits when you run a turn.

Build your next appfor up to 78% less.

Describe an app in plain language and build real software in your chosen language or framework. Preview supported apps as they take shape, and deploy supported web projects to your own domain with SSL. Our neural routing network selects a capable model for each task.

Start building freeSee pricing
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