What We Shipped

New autofix node for the workflow orchestrator. It runs AI review on images and automatically fixes issues it finds, then sorts results into fixed vs. unfixable categories.

• Branching logic so fixed images continue down the pipeline
• Categorized outputs to separate fixed and unfixable images
• Review results pass through to downstream nodes

All AI models now share a single config registry with buildInput, UI metadata, and route generators. Badges show model categories on every tool page.

Server-side HEIC conversion fallback using Sharp for when the browser can't handle it natively. PostHog SDK now lazy-loads to reduce initial JS execution.

Connect your Shopify store and process product images directly. The embedded app installs from the Shopify App Store and syncs your product catalog.

• Shopify embedded app with OAuth flow
• Sync product images for batch processing
• Process and push updated images back to Shopify

Sirv AI Studio is now available as an MCP server. Connect it to Claude, Cursor, or any MCP-compatible client and use all the AI tools directly from your editor or chat.

• Stateless HTTP mode for easy deployment
• OAuth token pass-through for authenticated access

Batch processing got a major upgrade under the hood and in the UI.

• Fan-out pattern for large jobs (100k+ items) using Inngest step parallelism
• Live preview of currently processing images via SSE stream
• First 10 images preview before the job starts so you can verify the selection
• Status-sectioned grid groups results by state (queued, processing, done, failed)

Import image URLs from CSV, Google Sheets, or XLS files to run batch upscale and alt-text jobs. Drop a spreadsheet, pick the URL column, and process everything in one go.

New AI tool that writes product descriptions from product images. Upload a photo and get a ready-to-use product listing description with key features, materials, and selling points.

Also in this release: Alt text batch mode — generate alt text for multiple images at once, and video model previews showing example outputs before you pick a generation model.

Stripe subscriptions are now production-ready with proper upgrade/downgrade flows, and a full security audit closed 20+ vulnerabilities.

• Pro-rated upgrades and downgrades with clear messaging about billing changes
• Dynamic pricing for upscale and video generation based on resolution and duration
• Credit rollover and pending transaction cleanup on plan changes
• Payment intent verification to prevent amount tampering
• Rate limiting with per-operation buckets
• Workflow ownership validation — users can only access their own workflow runs
• Path traversal prevention on Sirv uploads with filename sanitization
• SSRF protection — removed runtime mutation of trusted domain allowlist

Large batch jobs now run on the server via Inngest instead of in your browser. Close the tab and come back later — your pipeline keeps running.

• Auto-switch to server-side execution for batches over 10 images
• SSE progress updates — real-time status pushed to the browser via server-sent events
• Reconnect on refresh — if you leave and come back, the UI reconnects to the running job and picks up where it left off
• Cancel support — stop a running server job from the UI

New activity feed showing your recent AI operations, plus a fresh look for the tool pages.

• Activity page with a timeline of all your image generations, removals, upscales, and other AI operations
• Save to Library — send any processed result from the activity feed to your asset library with one click
• Image-to-Image redesign — cleaner layout with model explanations, drag & drop source upload, and better result display
• 3D model preview — inline GLB viewer on the Image-to-3D tool page
• Sirv upload status — real-time indicator showing when results are being synced to your Sirv CDN account