What We Shipped

A runtime audit with Playwright found pages firing up to 15 redundant API calls. We deduplicated invitations fetching, deferred hook loading until dialogs open, and replaced full list fetches with lightweight count queries in the sidebar.

• Orchestrator page: 19 API calls down to 6
• Tool pages with DAM: 8 calls down to 4
• Sidebar no longer fetches the full review/approval queue just to show a count

Organizations can now configure SSO login with any OIDC-compatible identity provider. Set it up in Settings > SSO with your provider's discovery URL, client ID, and secret.

Vendors can now upload thousands of files at once with intelligent chunking, scoped product assignments, and asset slot templates.

• Batch upload handling 3000+ files with progress tracking
• Dropbox and Google Drive import buttons in the vendor upload modal
• Scoped assignments so vendors only see products they're assigned to
• Asset slot templates define exactly what images are needed per product

The Shopify embedded app got a big upgrade.

• Alt-text health dashboard with progress bar and batch "Fix All" action
• Image quality badges (low-res, too-large) and alt-text indicators on product cards
• Quick action buttons on image hover (background removal, upscale, alt-text)
• 8 built-in preset templates (e-commerce, lifestyle, upscale, video)
• Product quality scores and alt-text progress bars in the product view
• Multi-step workflow pipelines for chaining AI operations on Shopify products

Deleted folders and collections now soft-delete into a trash bin with automatic cleanup after 30 days. You can restore anything before the cleanup runs.

Search now uses pg_trgm for typo tolerance, so "backgruond" still finds "background".

Redesigned the getting started page with an onboarding progress tracker. Walks new users through connecting accounts, uploading first assets, and running their first AI tool.

Vendors can now upload product assets through a dedicated portal. Submissions go into an approval queue where admins review, approve, or reject with comments.

• Vendor upload portal for product asset submissions
• Approval queue UI with review/approve/reject actions
• Before/after comparison modal for AI autofix results
• Metadata form integrated into the vendor upload modal
• 1-click autofix with auto-upload and auto-approve

Anonymous users now get 3 free uses on free tools without signing up.

Pinned comments let you drop image annotations at specific coordinates on any asset, useful for feedback and review workflows.

The asset library gained several new ways to share, export, and bring in files.

• Public share links: share a collection or folder with an optional password and expiry, and let people browse subfolders on the shared page
• Download as ZIP: pull down individual assets or a whole collection in one archive
• Import from the cloud: bring files straight in from Dropbox and Google Drive
• Paste and organise: paste images into the upload modal and sort assets into nested collections

New Analytics section in the dashboard showing credit usage, tool usage breakdown, and processing history.