Spec-firstBuilt. Validated. Shipped.

Spec an AI agent.
Watch it run.

Describe your agent in plain English. Axtra specs it, validates it in a sandbox, and keeps it running. The code is yours.

See example backends

Runtime spec/sys/agents/architecture

Agency lead enrichment API

“Build a lead enrichment agent for an AI-agency client. Accept a lead JSON payload with email, company, role, website, and notes. Enrich the company profile, score buying intent from 0-100, explain the score, flag missing inputs, and return CRM-ready JSON with next_action.”

POST /v1/run

200 OK

Status

Active

Artifact

ZIP ready

Deploy proof

Preflight

Runtime spec/sys/agents/architecture

Agency lead enrichment API

Environment: Beta

Input Requirement

Data Pipeline

Scraper Sequence Ready

Reasoning Engine

Graph Traversal Built

JSON Contract

Typed Response 200 OK

Deploy Readiness

Preflight Ready

Pilot Seed

Start with lead enrichment. Replace it with any client backend.

POST /run

Returns

lead_score
company_profile
fit_reason
missing_inputs
next_action

Architecture & Validation

Built for agents. Validated to ship.

Typed schemas, predictable endpoints, sandbox validation, and clear deploy preflight. Generated backends are artifacts first; runtime endpoints exist only after deploy succeeds.

01
Describe
A typed backend, not a black box.
The spec you approve compiles into FastAPI routes with Pydantic request/response schemas. Generated endpoints mount under the runtime API version.
POST /api/v1/run
ActionUseCaseAgent
Any model can map it to its own tool-calling logic.
axtl.dev/dashboard/create
Axtra Intellion
Workspace
Home
My Agents
Playground
Developer
API Keys
Exec Logs
Account
Settings
Create Agent
Back
1234
Step 1 · Describe
Describe your agent
This turns your description into a deploy-ready backend service.
Name
award-intel
Prompt
Create an AI agent endpoint that scrapes public sources, finds customers affected by Modern Awards in Australia, enriches them, and returns clean JSON data.
Generator model
AX-G7
Auto
Auto deploy if configured
Generate Blueprint
Backend Generator
Describe the backend you need. Axtra generates a deploy-ready FastAPI/LangGraph-style service with source and preflight proof.
02
Generate
Built and checked inside an isolated sandbox.
Each backend is packaged as a ZIP artifact, then validated in an isolated sandbox before you ever see it.
Endpoints
Schemas
Auth
Spec constraints
All four run against actual execution, not just a lint check, before sign-off.
axtl.dev/dashboard/create
Axtra Intellion
Workspace
Home
My Agents
Playground
Developer
API Keys
Exec Logs
Account
Settings
Create Agent
Back
1234
Step 4 · Build
Building agent
Your agent is ready to deploy.
Generation complete
Run 659833f3-3b66-4128-8cb4
Generator Axga
Review deploy preflight
generation-stream
Submitting generation job...
Generation starting...
Queued for generation
Sandbox action agent is running (attempt 1)
Action generator is running in the sandbox
Action generator is writing and checking the backend
Action generator is validating the backend shape
Action generator is installing and validating ALMS dependencies
Action generator is running backend tests and smoke checks
Artifact uploaded
Generation complete
03
Deploy
Yours to keep, whether you host it here or not.
Deployment starts once the artifact exists and your deployment credentials pass preflight.
ZIP artifactDeploy preflightHosted runtime
Export the ZIP any time — hosted deployment only continues while the artifact and active provider configuration stay valid.
axtl.dev/dashboard/agents/award-intel
Axtra Intellion
Workspace
Home
My Agents
Playground
Developer
API Keys
Exec Logs
Account
Settings
Create Agent
award-intel
Deployed
POST /api/v1/run
Download ZIPDeploy
OverviewChatAPI DocsLogsMetricsSettingsHistory
Spec
approved
Generate
v1.0.0 built
Deploy
deployed
Live
healthy
Try it
POST /api/v1/run · active artifact v1.0.0
{ "sources": ["public"], "region": "AU" }
Run test
Generated backend
What was built from your spec
ModelAX-G7
Versionv1.0.0
Regionap-southeast-2
Endpoint/api/v1/run
Approved spec
Edit in Chat
The contract this agent implements
Statusapproved
Generated12m ago
Endpoints2
GeneratorAxga

Use AXTL when the backend contract matters.

Editors and app builders are useful. AXTL is narrower: reviewed spec, generated backend artifact, sandbox validation, and deploy or download handoff.

Code editors

Cursor, Codex, Claude Code

Best when you want hands-on control inside a codebase. You still own architecture, API shape, validation, and deploy handoff.

App builders

Replit, Lovable, Bolt

Best when you want an app preview quickly. Backend contracts and generated service ownership are usually secondary.

AXTL

Backend-first

Spec, artifact, validation, handoff

Best when the deliverable is a backend API package for an agent or automation workflow, not another chat transcript.

DecisionGeneral toolsAXTL

Primary deliverableEditor code, app preview, or hosted app shellGenerated backend artifact with download, validation, and deployment metadata

Source of truthConversation, editor state, or generated app structureReviewed ALMS spec before generation

Backend boundaryDepends on the project you write or the app builder outputFastAPI-style runtime with endpoint, usecase, action, and provider layers

Validation pathUsually manual run, build result, or preview checkSandbox validation result tied to the generated artifact

Change evidenceEditor history or app versioning if the tool supports itVersioned artifact history with validation, deploy, and log context

HandoffKeep editing, deploy the app, or export what the tool supportsDownload the ZIP or run deploy preflight before hosted deployment

AXTL does not try to replace your editor. It gives agent builders and automation teams a backend API artifact they can inspect, validate, trace through version history, download, or move toward hosted deployment.

Read the detailed comparison

Built for teams shipping agent backends.

AXTL fits when the deliverable is a working agent with a real API behind it, plus source and validation evidence a technical team can inspect.

Reviewed ALMS spec

Generated ZIP artifact

Sandbox validation result

Versioned evidence trail

Deploy preflight or download

Solo & small agency teams

Queued validation and an honest deploy preflight before anything ships, instead of finding out an agent broke at 3am.

Automation agencies

Package repeatable client workflows like lead enrichment, support actions, report APIs, webhook handlers, and CRM syncs.

In-house engineering teams

Customise business logic and integrations per team or client through an approved spec, without hand-forking the shared template.

Agency use case

Turn one client workflow into a spec, source artifact, validation result, and deploy or download decision.

Explore the agency workflow See the lead enrichment example

Launch pricing, simple by design.

Signup is open. Start free, move to Builder when the workflow sticks, or step up to Studio for a bigger agent portfolio. Enterprise/BYOC starts with a conversation.

Free

Best for evaluating the spec-to-artifact flow before committing.

$0/month

1 agent slot (draft and deployed combined)
2 lifetime generations
1 active deployment at a time
100 agent calls/day
Download-ready artifact
No credit card required

Builder

Best for builders shipping AI agent backends regularly.

$29/month

Everything in Free, and:

3 agent slots
Chat-to-Edit iteration (500k tokens per agent/month)
15 generations/month
90 deploy attempts/month
1,000 agent calls/day
SQLite persistence included

Compare plans

Every limit across the self-serve tiers.

Limit	Free$0	Builder$29/mo	Studio$79/mo	Enterprise/BYOC
Agent slots	1	3	10	Unlimited
Agent workspaces	Not included	Not included	Included	Included
Generation model access	Standard	Higher	Best	Custom
Generations	2 lifetime	15 / month	30 / month	Custom
Deployment allowance	1 active at a time	90 attempts / month	240 attempts / month	Custom
Chat-to-Edit tokens	Not included	500k / agent / month	2.5M / agent / month	Custom
Agent calls	100 / day	1,000 / day	5,000 / day	Custom
SQLite persistence	Not included	Included	Included	Included
Download-ready artifact	Included	Included	Included	Included
One-click rollback	Not included	Included	Included	Included
Activity export	Not included	Included	Included	Included
Custom domain	Not included	Not included	Included	Included
Priority build queue	Not included	Not included	Included	Included
Priority support	Best effort	Best effort	24h, business days	24h, business days

"Lifetime" is a one-time evaluation allowance per person or organization, not a permanent license. We can change Free tier allowances, with at least 30 days' notice to accounts already using them — see the Billing terms.

FAQ

Questions before you build.

The short version: AXTL is a spec-first backend generation pipeline, not a generic app builder or hidden chatbot wrapper.

What does AXTL generate?

A working agent packaged as a backend API, from a reviewed spec: workflow logic, endpoints, typed schemas, runtime code, validation checks, and deploy/download metadata.

Is AXTL a no-code app builder?

No. AXTL is not a drag-and-drop app builder. It generates agent workflow logic and its backend API from an approved spec as inspectable source code. Technical teams can review the source and validation evidence, download the artifact, and deploy it when the target runtime is configured.

How is this different from Cursor or Replit?

Those tools are broad coding environments. AXTL is narrower: spec-first backend generation, sandbox validation, and backend artifact handoff.

Do users own the generated code?

The product direction is code ownership and artifact handoff. Download and deploy behavior is explicit for every artifact version before you commit to either.

Can it deploy the backend?

The current platform supports deploy-preflight and deployment workflows where credentials/runtime are configured. Preflight reports what is missing instead of claiming a live endpoint.

Is signup open?

Yes. Create an account, start on the Free tier, and move to Builder when you need repeatable generation and deploy attempts. Enterprise and BYOC setups start with a conversation.

Get started

Ready to test a backend workflow?

Create an account, describe the workflow and expected API shape, and take the generated backend from approved spec to validated artifact — then deploy it or download the ZIP.

Create your account View pricing

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Spec an AI agent. Watch it run.

Agency lead enrichment API

Start with lead enrichment. Replace it with any client backend.

Built for agents. Validated to ship.

A typed backend, not a black box.

Built and checked inside an isolated sandbox.

Yours to keep, whether you host it here or not.

Use AXTL when the backend contract matters.

Code editors

App builders

AXTL

Built for teams shipping agent backends.

Solo & small agency teams

Automation agencies

In-house engineering teams

Launch pricing, simple by design.

Compare plans

Questions before you build.

Ready to test a backend workflow?

Spec an AI agent.
Watch it run.