Built first for AI product and platform teams shipping Apple-native features with AI-assisted workflows

Generate the feature. Validate the Apple output. Decide with a real report. Ship only when it is actually safe.

Axint Cloud is the Apple-specific control layer for AI product and platform teams shipping Apple-native features with AI-assisted workflows. It turns generated output into something a team can review, compare, and make a release decision on before Xcode cleanup or App Review pain shows up downstream.

Compiler base
671 tests passing
Validation surface
130 diagnostic codes
Registry + trust
Live packages, validation, version diffs
Publish validation · liveBundle hash verification · liveHardened GitHub auth · liveEnvironment separation · liveOrganization workspaces · staged rollout
Design partner scope
Use the live report surface now, then layer in signed-in workspaces and broader team controls only when the workflow proves out. 4 capability areas live now · 1 still staged.
Live now with staged team rollout
scopeone workflow · one team · one release question
price shapefixed-fee · low five figures
deliverablekickoff baseline · shared report loop · written recommendation
live layer todayanonymous report URL · JSON export · diagnostics
Best fit: teams that already have a real Apple-native feature they need to validate before shipping.
The fastest path is one scoped workflow, not a vague platform rollout.
Current live state: recent reports · package validations · version diffs. Share report URLs and collections anonymously today, then sign in with GitHub when you want persistent workspace history and teammate access.
Hero sample report

One Apple-native issue caught before ship.

The feature looked fine in a demo: a health logging intent generated clean Swift, but the surrounding Apple contract was still wrong for release.

Scenario

Generated feature: workout logging intent for a fitness app

What the report surfaced
AX108 warned that the entitlement string did not match Apple's reverse-DNS format for HealthKit access.
AX109 flagged an Info.plist key that looked like product copy instead of the required "NSHealthUpdateUsageDescription" key.
The report preserved the generated Swift, the diagnostics, and the shareable review URL in one place.
Outcome

Decision: hold the release, fix the Apple contract, rerun validation, then ship with a real report instead of a Slack screenshot.

Live Cloud report

Run a real Cloud report with the compiler and validators behind Axint.

Start from a real sample, upload a source file, or pull a package from the registry. Save a durable report URL, compare it against a baseline or another package, and group runs into one shareable collection.

Source input
Choose the source path that matches the workflow you want to demo.

Preview compiles first. Creating a public URL or private workspace save sends your source, generated Swift, and diagnostics to Axint Cloud. .

Cloud save is off. Creating a public URL or private workspace save will ask you once to confirm what gets stored. .
Compare against another package

Pull a second live package into the report flow and compare validation plus Swift output side by side.

Sharing lanes
Anonymous report lane
Share report URLs and collections without GitHub sign-in

Run a Cloud report, export JSON or a brief, and keep a shareable collection tied to this browser. This is the fastest path for demos, reviews, and one-off package comparisons.

Signed-in workspace lane
Add GitHub identity only when you need persistent team history

Workspaces add teammates, org boundaries, exports, anonymization, ownership transfer, and purge controls. GitHub sign-in is for the durable collaboration layer, not for the basic report flow.

Signed-in workspaces

Anonymous report URLs and collections already work on this page. Sign in with GitHub only when you want persistent workspace history, teammate access, and one durable review lane for Apple output.

Cloud and Registry use the same GitHub identity, but each product keeps its own browser session on its own domain. Signing in here unlocks Cloud workspaces; it does not silently sign you into every other Axint surface.
Shareable collections

Collections give a team one URL for a report set instead of passing standalone runs around. Anonymous collections are public URLs tied to this browser token.

Report output
Compile status, diagnostics, baseline comparison, and generated Swift from one run.
Build your first preview

Start with a sample, bring in your own file, or pull a live registry package. This view will show diagnostics, generated Swift, and baseline comparison before you decide whether to save anything to Cloud.

Recent Cloud activity
Fresh public report URLs from the live system. Internal package validation and automation runs stay out of this feed.
6 recent runs
HealthySample run1h ago
Phase1 collection report 1776597058588
set-lights.ts · 0E / 0W / 0I · Axint v0.3.9
App Intent · TypeScript17 source lines · 28 Swift lines1 collection
HealthySample run1h ago
Intent · TypeScript · Set Lights
set-lights.ts · 0E / 0W / 0I · Axint v0.3.9
App Intent · TypeScript17 source lines · 28 Swift linesNo collections yet
HealthySample run1h ago
Phase1 collection report 1776596992381
set-lights.ts · 0E / 0W / 0I · Axint v0.3.9
App Intent · TypeScript17 source lines · 28 Swift linesNo collections yet
HealthySample run1h ago
Intent · TypeScript · Set Lights
set-lights.ts · 0E / 0W / 0I · Axint v0.3.9
App Intent · TypeScript17 source lines · 28 Swift linesNo collections yet
HealthySample run2h ago
Intent · TypeScript · Set Lights
set-lights.ts · 0E / 0W / 0I · Axint v0.3.9
App Intent · TypeScript17 source lines · 28 Swift linesNo collections yet
HealthySample run3h ago
Phase 2 smoke report 1776589293848
set-lights.ts · 0E / 0W / 0I · Axint v0.3.9
App Intent · TypeScript17 source lines · 28 Swift linesNo collections yet
Automatic package validation

New registry packages can now land with a Cloud validation record immediately, so package pages can show health and compiler compatibility without waiting for a manual report run.

  • Published packages can appear in the recent Cloud feed automatically.
  • Registry package pages can show validation status and compiler metadata from the latest Cloud report.
  • Teams can carry those reports into collections, comparisons, and follow-up reviews from the same starting point.
What Cloud does

Cloud starts where the AI demo stops. Apple-specific confidence is what turns generated code into something a team can keep.

The hard part is not getting one feature generated. The hard part is understanding whether the Apple-native output is still healthy as definitions change, packages evolve, more AI-generated code lands, and Apple moves the goalposts again.

Catch Apple-specific breakage before Xcode does

Cloud exists for the moment after generation: entitlement drift, plist gaps, WidgetKit rules, and App Intents edge cases that turn a cool demo into release cleanup.

See drift across Xcode and Apple releases

Keep a compatibility-aware record of what changed between runs so Apple platform churn does not get discovered at the worst possible point in the release cycle.

Give every AI tool the same Apple backend

Whether the feature started in Codex, Claude, Cursor, or a human review pass, Cloud gives the team one Apple-native validation and history surface.

Validation matrix

See validation, compatibility, and release health in one place

Cloud is where compiler output, validation, and compatibility baselines meet in one place alongside registry provenance and CI health.

Generated Swift health

Compile output, run validation, and preserve the exact diagnostics and fix path attached to every build.

Compatibility matrix

Track how a package or project behaves across compiler versions, Apple SDKs, and future Xcode baselines.

Regression alerts

Know when a previously healthy project slips because Apple or your own definitions changed under it.

Entitlement and plist review

Surface missing keys, capability mismatches, and App Intents policy mistakes in one report instead of three toolchains.

CI and PR checks

Make Cloud the gate on every change so the team sees Apple-specific failures in GitHub before they hit Xcode.

Package trust signals

Layer registry provenance, compiler version compatibility, and publisher metadata into one operational control plane.

Generate, validate, ship

One pipeline from AI prompt to Apple-safe release.

01

Describe the feature once

Start in your AI tool or by hand. The important part is that the feature enters Axint through a compact authoring surface instead of raw Swift boilerplate.

02

Axint generates the Apple-native output

The compiler turns that smaller definition into real Swift, plist, entitlements, and the Apple-native structures your app actually needs.

03

Cloud proves whether it is safe to keep

Run validation, compare against baselines, share the report, and keep a durable view of Apple-surface health once the feature leaves the one-person demo stage.

Who this is for
Primary ICP: AI product and platform teams
Current pain

They want AI-assisted workflows to produce Apple-native features, but they do not want release confidence to depend on one person manually untangling Swift, Xcode, entitlements, and Apple framework breakage.

What Cloud gives them

Use Cloud as the Apple-specific control layer between generation and release so the team can validate, review, and decide from one shared report surface.

Apple platform and release teams
Current pain

They need shared visibility into regressions, compatibility drift, and whether a generated Apple surface is safe enough to merge or ship.

What Cloud gives them

Use Cloud as the review, history, and compatibility surface that sits between AI generation and a real Apple release.

How to start

Make Cloud the commercial layer, not a second brand.

The open-source compiler should stay easy to try. The current money motion is the Axint Cloud design partner program for teams that want Apple-native validation, report workflows, and rollout help now, with broader team rollout following only after one workflow is clearly worth expanding.

Open-source compiler

Free now

Use the compiler locally if you want the prompt-to-Swift workflow without introducing a new team process yet.

  • Best for solo exploration and demos
  • Keeps the authoring surface compact
  • Graduate to Cloud when sharing and regressions matter
Try the compiler

Axint Cloud design partner program

Available now

This is the current commercial motion: a scoped, fixed-fee design partner engagement for one real Apple-native workflow that your team needs to validate and ship now.

  • Typical scope: one workflow, 2-3 weeks, low five figures
  • Deliverable: kickoff baseline, shared reports, and a written ship / hold recommendation
  • Best for AI product and platform teams that need proof on a live release question
Apply for the design partner program

Team rollout

Staged access

Persistent workspaces, org history, and wider release controls for teams that need shared governance around Apple-native output after the first workflow is proven.

  • GitHub-backed workspaces when enabled
  • Organization scope as rollout expands
  • Best after design-partner fit is clear
Join the rollout list
Packaging ladder

One commercial path from first proof to repeatable product.

Design partner is the current entry point, not the final shape. The goal is to use one live workflow to earn the right to a repeatable paid product and broader team rollout.

Step 01

Design partner program

Live now

Founder-led, fixed-fee engagement around one real Apple-native workflow that needs a ship / hold decision soon.

Step 02

Workflow subscription

Next product shape

Repeatable paid product for teams that want ongoing Cloud reports, compatibility checks, and release review around one proven workflow.

Step 03

Team rollout

Expand carefully

Shared workspaces, org scope, durable history, and broader governance after the first workflow is already worth operationalizing.

Where workspaces fit

Keep the landing page simple, but make the team path obvious.

You should not need GitHub sign-in to understand Cloud. Start with the report lane, then step into workspaces only when the workflow needs durable team history.

Anonymous report lane

Use this when you need the fastest path to a report URL, a JSON export, or a quick shareable review surface.

Signed-in workspace lane

Use GitHub sign-in only when the workflow graduates into durable history, teammates, shared collections, exports, and ownership controls.

Want rollout updates while Cloud opens up?

Join the list for broader Cloud rollout updates, staged workspace access, and future team features. If your team needs Cloud on a real workflow now, the design partner program is the primary path.

Compatibility reportsPR checksApple beta driftRegistry provenance