Techniques just got a major power-up: batch nodes now work inside technique graphs, so you can fan out collections, preview batch outputs, and detach techniques with all your variants intact. We also shipped a complete payment recovery flow, added Google Drive as an import source, and landed dozens of reliability fixes across generation, billing, and the canvas.

New

• Batch nodes in techniques — build techniques that process entire collections at once. Create, preview, and run batch fanout slots directly inside technique graphs. Collection outputs now surface in the technique builder, app mode, and at runtime.

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

• Google Drive import picker — pull assets straight from Drive into your canvas. Connect your Google account and browse files without leaving FLORA.

• Gemini 3.5 Flash in Fauna — Google's latest compact model for snappier Fauna conversations.

• Bulk-connect shortcuts — select multiple nodes and use I/V/T keyboard shortcuts to wire them up at once.

• Usage CSV export enhancements — last-24h range option and additional columns for deeper analysis.

• Export node actions menu — quick actions on export node inputs for faster pipeline management.

Improved

• Mentions & reactive canvas edges — mention upstream nodes in prompts and see live connection edges update as references resolve.

• Cross-device model sync — your last-used model selection now syncs across devices.

• Moderation messages — content moderation now shows specific, per-model explanations.

• Bulk delete protection — destructive bulk node deletes now require confirmation.

• Free plan usage indicator — the credits pill now counts up consistently, matching paid plans.

• Personal usage limits — the credits indicator shows your individual spending limit.

• Anthropic structured outputs — enabled the structured outputs beta with improved error handling.

• Server-routed canvas batches — canvas batch generation runs through the server for improved reliability.

Fixes

• Audio input previews now display correctly

• Hex color values preserved when editing elements

• Shape colors persist when duplicating layers

• Spellcheck menu restored on canvas node prompts

• Batch-imported asset toasts no longer stack incorrectly

• Bulk edit shows shared parameters for auto-model video multi-select

• App mode collection output previews properly ordered

• Seedance image dimension handling fixed