Fashion Studio Opens to Everyone

📦 New

1. 01

   Comments, rebuilt for collaboration

   A major upgrade that turns feedback into a real review workflow.

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   @mention workspace members, invite external reviewers by email, and let them comment without a FLORA account — even on view-only links. Reviewers and owners get dashboard and email notifications that jump straight to the relevant thread, and you can attach files, resolve threads, and copy a direct link to any comment.

2. 02

   Figma in your Library

   Bring Figma files straight into the unified Library alongside everything else.

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   Pull frames and designs from Figma without leaving FLORA, so your source material and your generations live in one place.

3. 03

   PDFs in your Library

   Save PDFs, flip through their pages, and bulk-save from any provider tab.

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   Page thumbnails and page-by-page navigation make multi-page documents easy to browse.

4. 04

   API & MCP uploads land in your Library

   Anything you push over the API or an MCP client now shows up with the rest of your assets, ready to drop on the canvas.

5. 05

   Rename and trace your saved assets

   Give saved assets clear names and see exactly where each one came from.

6. 06

   Password-protected share links

   Put a passphrase on any public share link, with a reveal toggle and stickier controls.

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   Share work with clients and partners while keeping it locked to the people you choose.

7. 07

   Image comparison viewer

   Compare two images side by side directly on the canvas to spot the differences between versions.

8. 08

   Techniques on the canvas

   Drag a connection onto empty canvas and get relevant technique suggestions right where you dropped it.
   

🧠 Improved

1. 01

   Faster action previews

   Color Grade now runs on the GPU, and Rotate / Flip previews no longer re-encode every frame, so edits feel instant.

2. 02

   A quicker Tools menu

   A new Actions section on nodes plus a Recent Actions submenu put your most-used tools one click away.

3. 03

   See a node's cost from its connected media

   The canvas now surfaces the price for a node's connected media before you run it.

4. 04

   Auto top-up finishes before you generate

   Generations wait for an in-progress top-up instead of failing partway through.

5. 05

   Projects actions on /home

   The header actions from Projects now mirror onto /home for a consistent starting point.

6. 06

   Cleaner Shopify linking

   Polished the Shopify linking flow and export feedback.

7. 07

   Clearer usage limits

   The usage indicator now reflects organization-scoped member limits.
   

🛠 Fixes

1. 01

   Organizations at Scale

   Organizations now support 1,000+ members with faster search and pagination.

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   Admins can set per-member usage limits that apply across every workspace in the org, browse a streamlined workspaces list with per-workspace detail, upload a custom org icon, and rename the organization.

1. 01

   FAUNA Chat experience

   Reworked scrolling with smoother auto-scroll, a jump-to-latest control, stable positioning while you read older messages, in-chat search, and better accessibility.

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   Relevant skills now appear as quick-access pills above the chat input.

2. 02

   Easier sharing & support

   Shared project links now work on mobile and can be viewed without signing in, and Contact Support opens directly in the in-app help popup.

3. 03

   Canvas

   Imported files snap into a tidy grid in free space, and the view auto-pans when you drag a connection toward the edge.

4. 04

   Video editor

   A design refresh plus keyboard shortcuts for faster timeline editing.

1. 01

   Guided Onboarding (Nodecademy)

   Interactive, hands-on onboarding modules, currently limited to an experiment group.

1. 01

   Timeline Editor

   FLORA's in-canvas video timeline editor is now available to everyone.

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   Trim and arrange clips, fine-tune your edits, and render finished videos directly inside a project, with no round-trip to a separate tool. Export length and resolution scale with your plan.

2. 02

   Smarter Text Generation

   Text generation nodes now let you choose a reasoning depth and turn on web search.

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   Dial up reasoning for complex prompts, and enable web search so answers can pull in current, real-world information when it matters.

1. 01

   Faster, smoother canvas

   Zooming, panning, and working in dense projects are all noticeably smoother after an under-the-hood rendering upgrade.

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   Big, busy boards stay responsive as they grow.

2. 02

   Billing & account updates

   Hitting a usage limit now shows direct options to upgrade or pay as you go, so you're never stuck mid-project.

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   You can also rename your organization and search across members in settings, and downgrading to the Free plan is now supported directly from Plans & Billing.

1. 01

   Elements as technique inputs

   Choose the subject every time you run a technique.

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   Technique authors can now designate an element as a user-selectable input. When you run a technique in the desktop App, on the canvas, or via the API, an element picker lets you choose the subject — a fashion model, a brand character — without modifying the technique itself.

2. 02

   Export node downloads & bulk rename

   Get files out faster.

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   Download files directly from an export node on the canvas, no detour required. A new bulk rename toolbar lets you rename multiple export nodes at once.

3. 03

   Canvas & Studio quality-of-life

   A handful of small upgrades that add up.

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   An in-App settings tray for adjusting technique parameters and one-click save of Layer Editor nodes straight to your library.

1. 01

   Faster, smoother canvas

   Zoom and pan are noticeably snappier, with inactive overlays skipping re-renders and wheel interactions no longer triggering forced layout work.

2. 02

   FAUNA feels quicker

   Reduced time-to-first-text on durable chats, plus a cleaner chat surface after removing inline suggestion pills and approval modes.

3. 03

   Lighter element library

   Downscaled thumbnails cut the gray-out flash when the library loads.

1. 01

   Pinch-to-zoom

   works again over selected nodes.

1. 01

   Save all

   in the selection toolbar downloads exactly the outputs you selected.

1. 01

   Elements, redesigned

   A rebuilt element editor with grouped categories, reference history, and a new Character medium.

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   Organize elements by category, revisit references you've used before, and create Character elements — with element mentions and pickers now grouped by category and clearer naming and failure states throughout.

2. 02

   Dropbox import & export

   Pull assets straight from Dropbox onto the canvas and send finished work back.

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   Import from and export to Dropbox with a native folder picker and a recent-destinations shortcut, working across shared workspaces. Joins the existing Google Drive integration.

3. 03

   FAUNA reads your documents

   Drop a PDF, Markdown, or text file on the canvas and FAUNA reads it into the conversation.

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   Ask questions about a brief, a script, or your notes without copy-pasting — FAUNA pulls the file's contents directly into the chat.

4. 04

   @mention references in Inpaint

   Pull reference images straight into your inpaint prompts.

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   @mention other images on your canvas to bring a style or subject from elsewhere in your project into an inpaint edit.

1. 01

   Direct-bytes asset upload

   Upload files directly to the API with SSRF-safe URL fetching and upfront size limits.

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   A faster, safer upload path for programmatic workflows, with consistent project_id handling across endpoints.

2. 02

   assets.upload()

   SDK helper — a one-call helper for uploading assets from the TypeScript SDK.

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   Skip the manual upload plumbing and move files into your workflows in a single call.

1. 01

   Canvas zoom

   New zoom controls, fullscreen image zoom with a magnifier indicator, and zoom-to-cursor from the keyboard or HUD make navigating large canvases far smoother.

2. 02

   Keyboard-friendly model dropdown

   Enter selects the top result, arrow keys move the highlight, and Escape closes the menu, so you can pick a model without leaving the keyboard.

3. 03

   Clickable links in comments

   URLs in comments now render as clickable links.

4. 04

   Sharper fullscreen previews

   Images within 150MP are now served at original resolution, with larger images downscaled to a higher cap.

5. 05

   8K video upscaling

   The video upscaler output cap is raised to 8192×8192 (Topaz).

6. 06

   Clearer generation errors

   Error toasts no longer include internal provider field-path noise, so the message tells you what actually happened.

7. 07

   Inline API key errors

   Problems creating an API key now show right where you're working instead of failing silently.

8. 08

   "Import" instead of "Upload"

   The add-node menu item is renamed to better match what it does.

1. 01

   Smoother canvas

   Fixed flickering and display glitches several of you reported during navigation.

2. 02

   Image nodes hold their shape

   Changing the aspect ratio no longer breaks the image node's box.

3. 03

   Inpaint precision

   The inpaint brush and crop handles now line up exactly with your cursor.

4. 04

   Consistent batch outputs

   Batches no longer come back with mismatched aspect ratios or black bands; auto aspect ratio now resolves correctly.

5. 05

   Multi-image @mentions in Kling

   Reverted a change that broke referencing multiple images at once.

6. 06

   FAUNA reliability

   FAUNA now recovers the chat after a mid-turn connection drop, no longer strands queued messages, matches @mention node names to the canvas, stops scattering or scrambling nodes on dense canvases, and can rename action nodes.

7. 07

   Techniques

   Split Text slots now map to distinct technique outputs.

1. 01

   Dropbox Integration

   Import from and export to Dropbox right from your canvas
   Pull assets in through your library or send finished work out via the export node with a native folder picker.

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   Works across shared workspaces, remembers your last destination, and keeps everything in sync — no more downloading and re-uploading between tools.

2. 02

   Zoom Controls

   Precision navigation in the editor and fullscreen view
   Zoom now anchors to your cursor with keyboard and HUD controls, a clear zoom indicator, and dedicated controls in fullscreen image view — so inspecting fine detail in large generations is effortless.

3. 03

   Reference Images in Inpaint

   @mention any image on your canvas inside inpaint prompts
   Guide your edits with visual references instead of describing them — point the model at exactly the style, object, or texture you want painted in.

4. 04

   FAUNA Understands Video & Audio

   Connect video or audio nodes and FAUNA gets it
   FAUNA now eagerly analyzes video and audio context on your canvas, so you can ask about a clip's content, pacing, or sound the same way you already do with images.

5. 05

   Lock Selection

   Lock nodes in place from the selection toolbar
   Freeze finished sections of your workflow so a stray drag can't disturb layouts you've already perfected.

6. 06

   Optional Technique Inputs

   Build more flexible reusable workflows
   Technique creators can now mark inputs as optional, so one technique can serve both quick runs and fully customized ones.

7. 07

   8K Video Upscaling

   The video upscaler output cap is raised to 8192×8192
   Push your footage to true 8K resolution for final delivery.

1. 01

   Canvas performance

   A dedicated optimization push for large projects: smoother panning and zooming, no more hover stutter, faster toolbar interactions, and snappier rendering on canvases with hundreds of nodes.

2. 02

   Video generation is more forgiving

   Undersized videos are now automatically upscaled to meet model requirements instead of being rejected, preprocessing is more reliable, and resolution/duration errors are clearer about what to change

3. 03

   Downloads handle huge images

   Images over 150MP now download reliably, and "Download original" is always available

4. 04

   Billing transparency

   See a full cost breakdown per generation in your usage page, get a clear notice on your dashboard if there's a billing issue, and overdue invoices recover automatically when you update your payment method

5. 05

   Project search

   Finds matches from the first character you type

1. 01

   Retrieve workspace techniques by ID

   via the public API, with clearer authentication error messages for faster debugging

1. 01

   Google Drive Shared Drives

   Import from and export to your team's shared drives, not just personal storage.

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   Browse and select files from any shared drive your Google account can access, making FLORA a natural part of team file workflows without manual downloads or re-uploads.

2. 02

   Dynamic Generation Costs

   See accurate credit costs before you generate, updated live as you change models and parameters.

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   No more guessing — the cost display reflects the exact model, resolution, and settings you've selected so you can make informed decisions before spending credits.

3. 03

   Upload & Download Progress Bars

   Precise byte-level progress replaces generic toast notifications.

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   Track exactly how far along your file transfers are with real progress indicators instead of ambiguous spinners.

4. 04

   Batch Carousel Extract

   Pull individual results from batch generation carousels directly onto the canvas.

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   Cherry-pick the outputs you like from a batch run and place them as standalone nodes for further editing or connection.

5. 05

   Community Library Emails

   New and updated email notifications for technique submissions and community interactions.

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   Stay informed when your published techniques get traction or when submissions you care about are reviewed.

6. 06

   Layer Editor: Custom Typography —

   The layer editor now supports custom font selection, letter spacing, and line tracking.

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   Useful for precise text styling in branded or templated compositions.

1. 01

   Canvas bulk delete

   confirmation prompt now only appears for 5+ nodes, reducing friction for small multi-selections

2. 02

   Model picker

   correctly filters by mention modality, so you only see compatible models when using @-mentions

3. 03

   Action node previews

   render at 3x resolution for sharper, clearer input thumbnails

4. 04

   Overage badge

   now uses warning-level styling so it's immediately visible when your workspace is in overage

5. 05

   Canvas panning

   works from within the marquee selection rectangle for more intuitive navigation

6. 06

   Usage breakdown

   now shows a clearer modality split so you can see exactly where credits go across image, video, and text

New

1. 01

   Batch nodes in techniques

   Build techniques that process entire collections at once.

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   Create, preview, and run batch fanout slots directly inside technique graphs. Collection outputs now surface in the technique builder, app mode, and at runtime.

2. 02

   Fauna x Layer Editor: split to layers & fill layer to frame

   Fauna now can use two new layer-editor commands for compositing workflows and quick layout adjustments.

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   Fauna can now change aspect ratios, add text layers, resize layers, and more.

3. 03

   Google Drive import picker

   Pull assets straight from Drive into your canvas.

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   Connect your Google account and browse files without leaving FLORA.

4. 04

   Gemini 3.5 Flash in Fauna

   Google's latest compact model for snappier Fauna conversations.

5. 05

   Bulk-connect shortcuts

   Select multiple nodes and use I/V/T keyboard shortcuts to wire them up at once.

6. 06

   Usage CSV export enhancements

   Last-24h range option and additional columns for deeper analysis.

7. 07

   Export node actions menu

   Quick actions on export node inputs for faster pipeline management.

8. 08

   Krea 2

   Krea's foundation image model, built for style and aesthetic control on the canvas.

9. 09

   Opus 4.8

   Anthropic's most capable model, for even stronger text prompting.

Improved

1. 01

   Mentions & reactive canvas edges

   Mention upstream nodes in prompts and see live connection edges update as references resolve.

2. 02

   Cross-device model sync

   Your last-used model selection now syncs across devices.

3. 03

   Moderation messages

   Content moderation now shows specific, per-model explanations.

4. 04

   Bulk delete protection

   Destructive bulk node deletes now require confirmation.

5. 05

   Free plan usage indicator

   The credits pill now counts up consistently, matching paid plans.

6. 06

   Personal usage limits

   The credits indicator shows your individual spending limit.

7. 07

   Anthropic structured outputs

   Enabled the structured outputs beta with improved error handling.

8. 08

   Server-routed canvas batches

   Canvas batch generation runs through the server for improved reliability.

Fixes

📦 New

1. 01

   Export to Google Drive

   Sync your images, video, and audio straight to Drive without leaving the canvas.

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   Pick a destination folder, name your files, and let resumable uploads handle the rest — including cross-batch filename deduplication so nothing overwrites. Perfect for teams that live in Google Workspace.

2. 02

   Built-in Spellcheck

   Real-time spell checking powered by Hunspell, running entirely in your browser.

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   Catch typos in prompts and text nodes as you type, with no cloud round-trip and full offline support.

3. 03

   Document Node —

   the Document Node graduates from experimental to fully shipped with a library browser, toolbar controls, sharing, technique inputs, and loading/error handling.

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   Spawn from thumbnails, route documents into batch workflows, and connect documents as technique inputs.

4. 04

   Add Subtitles to Video

   A new "Add subtitles" utility in the video toolbar powered by Veed, making it easy to overlay text on any generated or uploaded video.

5. 05

   Dollar Cost Display

   See your generation costs in real dollars.

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   A new toggle in Preferences lets you switch the usage display from credits to USD, so budgeting is transparent.

6. 06

   Model Selection Preferences

   A new "Model for new nodes" setting in Preferences lets you choose between "Last used model" (default) and a fixed default model for every new node.

7. 07

   Properties Panel for All Output Types

   Video, audio, and text outputs now have full properties panels, bringing them to feature parity with image outputs.

8. 08

   Audio Input Previews

   See and play audio inputs directly on nodes before generating.

9. 09

   Batch Techniques

   Run techniques in batch mode with a dedicated run button and sibling-group output carousels, enabling high-volume variations from a single technique.

10. 10

    API Key Cap Raised to 5

    You can now have up to 5 active API keys per user, up from 1.

🧠 Improved

1. 01

   Inpaint Mask Unification

   All inpainting mask methods now use a single unified pipeline, making brush, lasso, and auto-mask behave consistently.

2. 02

   Mentions Everywhere

   @mentions now work in connected text-node inputs and layer editor nodes, with a smarter resolution pipeline that reacts to canvas edge changes in real-time.

3. 03

   Router Transparency

   Routers now behave as transparent data-flow wrappers across the canvas, improving connection rules, validity checks, and publish behavior for techniques.

4. 04

   Performance

   Asset list queries now stream instead of collecting all rows, and heavy re-renders during drag operations have been eliminated.

5. 05

   Better Error Messages

   Clearer generation model mismatch errors, accurate per-subtype moderation messages, and sanitized infrastructure errors.

6. 06

   Offline Awareness

   A toast notification appears when your connection drops during multiplayer collaboration.

1. 01

   Export to Google Drive

   Pick a Drive folder and push finished assets straight from your canvas.

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   Multi-generation export writes each asset individually with clear per-file progress indicators. Connect once, then export from any project without re-authenticating.

2. 02

   Built-in Spellcheck

   Real-time spell checking powered by Hunspell, running entirely in your browser.

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   Catch typos in prompts and text nodes as you type, with no cloud round-trip and full offline support.

3. 03

   Unified Inpainting

   All mask methods consolidated into a single, streamlined workflow.

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   Switch between brush, lasso, and region masks without leaving the inpainting panel. Consistent controls regardless of which method you choose.

4. 04

   Character Mention Templates

   Reference specific characters across your project with the new CHARACTER_N template.

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   Drop a character mention into any image prompt to maintain visual consistency across generations without re-describing appearances.

5. 05

   Starter Action & Code Nodes

   Programmable nodes are now available on all plans.

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   Automate repetitive steps, run custom logic, or connect to external APIs directly inside your workflow canvas.

1. 01

   API key limit raised from 1 to 5

   Manage multiple integrations without swapping keys.

2. 02

   Workspace editors can now edit shared techniques

   Collaborate on reusable workflows without needing owner permissions.

3. 03

   Free plans can create techniques

   Build and share reusable workflows on any plan.

4. 04

   Offline indicator

   A toast now alerts you when your connection drops during multiplayer sessions, so you know exactly when edits aren't syncing.

5. 05

   Technique thumbnails

   Text and audio output techniques now show default thumbnails in the library instead of blank cards.

6. 06

   @mentions in connected text nodes

   Mentions now resolve correctly when text nodes are wired as inputs to other nodes.

7. 07

   Layer editor mentions

   You can now @mention layer editor nodes in prompts for more precise control.

8. 08

   Mention empty states

   Models that don't support mentions now show a clear message instead of failing silently.

9. 09

   Copy media to Slack

   Right-click any generated asset on the canvas and copy it directly to a Slack message.

10. 10

    Clearer error messages

    Generation model mismatch errors now explain what went wrong and how to fix it.

11. 11

    Technique node placement

    Dropping a technique onto the canvas positions it more predictably relative to your viewport.

12. 12

    Technique builder animations

    Panel and sidebar transitions are now coordinated and feel smoother.

13. 13

    Cmd+G grouping

    Technique blocks are now included when you group-select nodes with the keyboard shortcut.

14. 14

    Dashboard tooltips

    Settings and log-out buttons now show descriptive tooltips on hover.