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AutoZorg Builder

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 β€” so routine edits don't need frontier-model prices.

78%lower token cost
6coding tiers
1shared transcript
No credit card requiredLive preview in secondsDeploy to your own domain
AutoZorg Builder
Prompt

Add a pricing section with three tiers and a monthly / annual toggle

Neural routing selected a modelConfidence 0.91
Tier 2 Β· mid-tier coding model
Reading src/app/page.tsx
Editing components/Pricing.tsx
Running npm run build
Preview updated
This turn
$0.004
vs frontier-only
βˆ’78%

Where the 78% comes from

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

0%
lower token spend
versus routing every request to a frontier model
Token spend per turn
Frontier-only
AutoZorg Builder
βˆ’78%
78%

Routine work stops paying premium prices

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.

1Γ—

The router stays out of the expensive loop

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

0

Switching tiers keeps your context

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.

typed

Decisions are cheap by design

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

Up to 78% lower token spend versus sending every request to a frontier model. Actual savings depend on your task mix β€” 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.

Quality assurance

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.

Every tool result is verified

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.

Fail-closed by default

If the router is unavailable or returns an invalid answer, the run stops or falls back to a safe middle tier. It never silently guesses.

Deterministic safety policy

Sensitive paths, destructive commands, privilege escalation and credential access are checked before execution β€” independent of any model.

Full audit trail

Every routing decision, tier, tool call and result is recorded with a run ID, sequence and timestamp, retained for 30 days and replayable.

Sandbox isolation

Code runs in an isolated cloud workspace behind a per-session token. Cloud credentials never enter the sandbox.

Transparent costs

The run inspector shows the tier chosen, the probability distribution and the actual usage cost of every turn β€” no black boxes.

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.

  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.

  3. 03

    The coding model builds

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

  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.

Everything you need to ship

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

Live preview, real code

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

Deploy with SSL

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

Nine sandbox tools

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

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.

Artifacts that persist

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

Build from your phone

The full Builder lives in the ZorgSocial mobile app β€” 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.

What you getAutoZorg BuilderTypical AI coder
Routes each task to the cheapest capable model
Shared transcript across model tiers
Verifies every tool result
Deterministic destructive-command policy
Replayable audit trail
Live preview and deploy with SSL
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 β€” 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.

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