Drop video files here
or click anywhere to browse
MP4, MOV, WebM, M4V
Images
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Videos
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Browse Assets
Empty slot
No image is assigned to this slot yet.
Editing Source
Generate from Prompt
Write a prompt to create a new image, or attach reference images below to guide the result.
Find Similar Images
Draw one rectangle over the detail you want to match, then add trusted DAM images as references.
Query Region
Drag to draw a rectangle around the cake, frosting, or other detail you want to replace.
Draw a region on the left, then search for matching DAM photos.
Drop video file here
or click anywhere to browse
MP4, MOV, WebM, M4V
Upload Video
Used for the filename and as context for AI description
If left blank and AI description is enabled, this will be auto-generated
AI will watch the video and generate a detailed prompt/description (uses Gemini 2.5 Flash)
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Stabilize Clip
Target Point
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Click on the video to place tracking target
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Audio Editor
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Linked Group
V0
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Finals Matrix
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Storyboards
Generated storyboard sheets for all cuts, with base and styled pairs together.
0 shown
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Idle
Live Run
Active linked export job status, lane progress, and current errors.
No active family export.
Export Setup
Binding, source folders, expected outputs, and preflight status.
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Results
Quarter-folder status, share links, and delivered output coverage.
Choose a family to inspect quarter-folder status.
Upload Final Edit
Drop video file here or click to upload
MP4, MOV, WebM, M4V • Max 100MB
Client Brief (optional)
Client Review (optional)
AI will validate each piece of feedback, add timestamps, and prioritize fixes
Previous Evaluations
No evaluations yet
Upload a video to analyze
Gemini 2.5 Flash will break down your video shot-by-shot
Prompt Board
Task Board
Plan deliverables by status or by date.
Month
Task Details
Notes (Markdown)
Checklist
Canvas
No canvas selected
Select a canvas from the list or create one via chat
Desktop Only
The Cake Matrix is optimized for desktop viewing. Please use a larger screen to access this feature.
Cake Reference Matrix
Upload product photography references for AI image generation
Matrix structure updates are available to all signed-in users.
Reference Images
Non-product references for AI generation (bakers, ingredients, environments)
Reference categories and slots can be edited by all signed-in users.
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Matrix Structure
New Matrix
How it works
Matrix Editor
Reference Structure
New Reference Category
How it works
Reference Editor
Music Prompts & Library
Generate music prompts with AI, then create audio with ElevenLabs
Generate Prompts
Prompt Library
No music prompts yet. Generate some above!
Audio Library
No audio files yet. Generate music from your prompts!
AudioJungle
Connected as
Set
ENVATO_TOKEN in .env
Get your token from build.envato.com
Your favorites collection ID from AudioJungle
Set ENVATO_TOKEN in .env to connect
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Collections
Category
Flavor
Occasion
Section
Availability
Type
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0 selected
Add to collection
Batch Management
How it works
Batches are staging areas for files before ingestion:
- Create a batch with a descriptive ID (e.g.,
jan2025_valentines) - Upload files by dragging them into the batch, or selecting from disk
- Files are stored in
dam/batches/{batch_id}/
After uploading, go to Ingest to process the batch into the catalog.
Loading batches...
Batch:
0 files
Drag & drop files here, or click to select
Ingest Files
Import files from a batch into the catalog
How it works
Ingestion processes files from a batch and creates catalog assets:
- Duplicate detection via SHA256 hash - existing files are skipped
- 600px thumbnails generated for quick preview
- 1920×1080 production frames created (smart crop for images, 1fps extraction for videos)
- Images use AI to detect point of interest for optimal cropping
- Videos extract one frame per second with center crop
Original files are NOT copied - only thumbnails and frames are stored. After ingestion, run Extract to add AI metadata.
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Network Drive Import
Import directly from a folder (recursive, resumable)
How it works
Import from large network drives or local folders:
- Recursive scan - finds all media in subfolders
- Checkpoint every 50 files - survives crashes/disconnects
- Resume capability - continue exactly where you left off
- Failed files tracked - retry individually later
Paste or type the full path to your network drive folder.
Click Browse to select a folder, or paste/type the full path. Server will scan recursively.
Scanning...
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Failed Files:
Fix PNG Transparency
Re-import PNGs to fix transparency artifacts
Why is this needed?
Some PNG images have transparency that wasn't handled properly during initial import:
- Symptom: Gray/dark halos around edges on dark backgrounds
- Cause: Alpha channel was dropped without compositing against white
- Fix: Re-import from original PNGs with proper transparency handling
Point to the folder containing original PNG source files.
Checking... PNG-sourced assets in catalog
Processing...
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Errors:
POI Detection
Detect point of interest for smart cropping
How it works
POI detection uses Gemini AI to identify the visual center of each image:
- Analyzes the image to find the main subject
- Regenerates production frames centered on the POI
- Updates asset metadata with POI coordinates
Requires GEMINI_API_KEY and google-generativeai package.
Checking POI status...
Detecting POI...
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POI Detection Complete
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0 skipped
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Extract Metadata
Use Gemini AI to extract metadata from assets
How it works
Extraction uses Gemini AI to analyze assets and generate rich metadata:
- Products - identifies cake types, flavors, and categories
- Occasions - detects holidays, events, and seasonal themes
- Visual description - generates detailed scene descriptions
- Tags - creates searchable keywords for filtering
Pending processes new assets. Failed retries assets that encountered errors. Requires GEMINI_API_KEY.
Extracting metadata...
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Catalog Statistics
How it works
View aggregated statistics from your catalog:
- Status breakdown - pending, extracted, and failed counts
- By category - distribution across product types (Bundt, Bundtlet, etc.)
- By occasion - holiday and event coverage
- By flavor - top flavors in the catalog
Stats are computed from the manifest. Run Extract to populate metadata for accurate stats.
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Total Assets
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By Category
By Flavor
By Occasion
Manifest
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Multi-Reference Generation
Select references for multi-image generation. Primary subject + optional style and context references.
1
Primary Subject
Select from matrix
2
Style Reference
(optional)
Add lighting/mood
3
Context Reference
(optional)
Add environment
0 references selected
Backup
SQLite local snapshots, state backups, git snapshots, schedules, roots, and coverage.
Overview
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Coverage Matrix
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SQLite Local Snapshot
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SQLite Backup Issues
R2 State Snapshot
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Projects Git Snapshot
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DAM Git Snapshot
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Recent SQLite Snapshots
Log Tail
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SQLite
Checking…Read-only live database browsing and capped ad-hoc queries.
Checked: -
Access denied
SQLite access is not available for this account.
Overview
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Waiting for backup status…
Table browser
Select a table or view from the schema rail.
No object selected.
Select a schema object to inspect rows.
Query editor
Only read-only SELECT, WITH ... SELECT, and EXPLAIN SELECT queries are allowed.
Run a read-only query to inspect live SQLite data.
Pipeline Debug
Runtime Config
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Launchd Services
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Loading launchd services
Idle
0 orphaned proxies
Select a cut to view its pipeline status
Server
LoadingLoading server observability…
Instance: —
Uptime: —
Sample age: —
Overview
Runtime identity, readiness, and current activity.
Waiting for the first server snapshot…
Host
Collecting host metrics…
Processes
Live top-process usage plus service-level CPU and memory charts.
Services
Health and readiness probes across the operator surfaces.
Backups
Local SQLite recovery plus state and git backup coverage.
Waiting for backup status…
API Plane
Route latency, errors, and degraded data-plane probes.
Ports & Launchd
Listener ports, tunnel exposure, and launchd-managed runtime surfaces as cards.
Ports
Per-port listener inventory, public hostnames, and attached services.
Launchd
Service state, restarts, ports, listeners, and public endpoints.
Workers
Render and generation worker pools, heartbeats, and active jobs.
Events
Recent restarts, slow routes, timeouts, and state changes.
Atlas
LoadingLoading atlas…
Generated: —
Graph: —
Fingerprint: —
Runtime: —
Coverage: —
Atlas is not built yet
The legacy atlas has been retired. Use render-status debug and RR3 diagnostics instead.
Trust And Scope
Scope Atlas by lifecycle slice and the latest runtime evidence bundle before drilling into internal render details.
Filters
Trust
Selected Scope
Recommendations
Architecture Truth
Use the generated index before drilling into raw lifecycle files.
Start Here
Recommended Questions
Runtime Truth
Current evidence bundles, stage surface, and raw atlas artifacts.
Known Stages
Runtime Inputs
Runtime Bundles
Output Files
Anchor Drilldowns
Owning files, symbols, tests, docs, operator surfaces, and recommended next tools for the current lifecycle slice.
Lifecycle Diagram
Rendered from the generated Mermaid lifecycle block in the atlas graph report.
Stage Dependencies
Declared dependencies reconciled against observed planned-stage combinations.
Status Provenance
Operator-facing fields traced back to backend and runtime sources.
Failure And Finalization
How completion, failures, backfill, and operator conflict surfaces connect.
Static Ads
Family: —Select a family to load reference images
Reference
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