Blender
Blender workstation
Blender with versioned scene kits, HDRI and asset libraries, and render verifiers for modeling, look-dev, and simulation practice.
Ubuntu 24GPU L40SScene cache
Ubuntu 24Boot env
Environment Suite / Catalog
Every environment agents train in.
Golden-image workstations with real operating systems, licensed professional software, and project files in place. Boot one, hand it to an agent, verify the outcome, restore, repeat.
101 environments58 ready today12 categoriesUbuntu 24 · Windows 11 · macOS 15
101 environments
01 / 3D, VFX & Rendering10 environments
3D, VFX & Rendering
Look-dev, simulation, sculpting, and generative graphics on GPU workstations.
Ready
Autodesk Maya
Maya animation suite
Maya with rigged character sets, referenced scene structure, and playblast verifiers for animation and rigging workflows.
Windows 11GPU L40SScene cache
Windows 11Boot env
3ds Max
3ds Max visualization rig
3ds Max with material and camera scene kits, linked asset libraries, and render checks for architectural and product visualization.
Windows 11GPU L40SScene cache
Windows 11Boot env
Cinema 4D
Cinema 4D motion suite
Cinema 4D with MoGraph project templates, asset libraries, and render verifiers for 3D motion design work.
macOS 15GPU L40SScene cache
macOS 15Boot env
Houdini
Houdini FX workstation
Houdini with cached simulation setups, wedging templates, and outcome verifiers for procedural FX and simulation practice.
Ubuntu 24GPU L40SScene cache
Ubuntu 24Boot env
ComfyUI
ComfyUI generation stack
ComfyUI with curated model checkpoints, node workflow libraries, and output validators for generative imaging pipelines.
Ubuntu 24GPU L40SScene cache
Ubuntu 24Boot env
ZBrush
ZBrush sculpting station
ZBrush with base-mesh libraries, brush kits, and decimation-and-export checks for character and hard-surface sculpting.
Windows 11GPU L40SMesh library
Windows 11Request
Substance 3D Painter
Substance texturing bay
Substance 3D Painter with smart-material libraries and calibrated PBR export presets for asset texturing workflows.
Windows 11GPU L40SMaterial library
Windows 11Request
KeyShot
KeyShot render studio
KeyShot with product scene templates, material libraries, and studio lighting rigs for marketing and design renders.
Windows 11GPU L40SScene templates
Windows 11Request
Marvelous Designer
Garment simulation studio
Marvelous Designer with pattern libraries and fitted avatar sets for garment drape and cloth simulation work.
Windows 11GPU L40SPattern library
Windows 11Request
02 / Video & Post-Production6 environments
Video & Post-Production
Editorial, color, compositing, and delivery pipelines with real media caches.
Adobe Premiere Pro
Premiere editorial suite
Premiere Pro with structured project templates, populated media caches, and delivery presets for editorial and finishing work.
Windows 11GPU L40SMedia cache
Windows 11Boot env
Adobe After Effects
After Effects motion suite
After Effects with comp templates, organized project structure, and render verifiers for motion design pipelines.
Windows 11GPU L40SMedia cache
Windows 11Boot env
DaVinci Resolve
Resolve finishing suite
DaVinci Resolve with conform-ready timelines, calibrated color management, and delivery verifiers for grading and finishing.
Windows 11GPU L40SMedia cache
Windows 11Boot env
Nuke
Nuke compositing suite
Nuke with plate libraries, deep-comp script templates, and versioned shot trees for VFX compositing practice.
Ubuntu 24GPU L40SMedia cache
Ubuntu 24Boot env
Final Cut Pro
Final Cut editorial bay
Final Cut Pro with library templates, generated proxies, and export presets for multicam editorial work.
macOS 15GPU media engineMedia cache
macOS 15Request
Avid Media Composer
Avid conform suite
Media Composer with bin structures, shared-project conventions, and relink checks for broadcast editorial and conform.
Windows 11GPU L40SBin structure
Windows 11Request
03 / Audio & Music Production8 environments
Audio & Music Production
Recording, mixing, scoring, and audio post with routed session state.
Ableton Live
Ableton production room
Ableton Live with session templates, sample and instrument libraries, and bounce verifiers for music production workflows.
macOS 15GPU L40SMedia cache
macOS 15Boot env
Cubase
Cubase scoring stage
Cubase with orchestral templates, tempo-mapped session structure, and stem-export checks for scoring and composition.
Windows 11GPU L40SMedia cache
Windows 11Boot env
REAPER
REAPER post suite
REAPER with dialogue session templates, routing presets, and loudness verifiers for audio post-production work.
Windows 11GPU L40SMedia cache
Windows 11Boot env
Ardour
Ardour mix station
Ardour with multichannel routing templates and calibrated monitoring chains for open-source audio engineering.
Ubuntu 24GPU L40SMedia cache
Ubuntu 24Boot env
Audacity
Audacity edit desk
Audacity with cleanup effect chains and broadcast export presets for spoken-word and interview editing.
Windows 11GPU L40SMedia cache
Windows 11Boot env
Pro Tools
Pro Tools dub stage
Pro Tools with delivery-spec session templates, routing folders, and print verifiers for mixing and dubbing work.
Windows 11Low-latency audioSession templates
Windows 11Request
FL Studio
FL Studio production room
FL Studio with project templates and sample libraries for arrangement, sound design, and mastering practice.
Windows 11Low-latency audioSample library
Windows 11Request
Logic Pro
Logic scoring suite
Logic Pro with orchestral templates and synchronized stem-export chains for composition and production work.
macOS 15Low-latency audioSession templates
macOS 15Request
04 / Design & Illustration11 environments
Design & Illustration
Color-managed raster, vector, and interface work with source files attached.
Adobe Photoshop
Photoshop retouch bay
Photoshop with color-managed RAW sets, action libraries, and layered-file conventions for retouching and compositing.
macOS 15Color managedSource files
macOS 15Boot env
Adobe Illustrator
Illustrator production desk
Illustrator with brand asset libraries, press-safe swatch systems, and export verifiers for vector production.
macOS 15Color managedSource files
macOS 15Boot env
Affinity Designer
Affinity vector studio
Affinity Designer with symbol libraries and multi-format export pipelines for identity and vector design work.
macOS 15Color managedSource files
macOS 15Boot env
Affinity Photo
Affinity photo lab
Affinity Photo with calibrated color settings and plate libraries for compositing and image finishing.
macOS 15Color managedSource files
macOS 15Boot env
Figma
Figma design workspace
Figma with component libraries, design tokens, and prototype flows for product design practice.
macOS 15Color managedSource files
macOS 15Boot env
Krita
Krita paint studio
Krita with brush kits, line-art layer setups, and layered-file conventions for digital painting workflows.
Ubuntu 24Color managedSource files
Ubuntu 24Boot env
GIMP
GIMP image workshop
GIMP with scripted export chains and layered source sets for open-source image editing work.
Ubuntu 24Color managedSource files
Ubuntu 24Boot env
Inkscape
Inkscape vector bench
Inkscape with plotter-safe document templates and path-validation checks for vector production.
Ubuntu 24Color managedSource files
Ubuntu 24Boot env
Adobe InDesign
InDesign publishing desk
InDesign with editorial templates, linked-asset structure, and preflight profiles for print and digital publishing.
macOS 15Color managedLinked assets
macOS 15Request
Adobe Lightroom Classic
Lightroom catalog lab
Lightroom Classic with structured shoot catalogs, grading presets, and export pipelines for photography workflows.
macOS 15Color managedRAW catalog
macOS 15Request
CorelDRAW
CorelDRAW production bench
CorelDRAW with signage templates and cutter-safe export profiles for large-format vector production.
Windows 11Color managedTemplates
Windows 11Request
05 / Mechanical CAD & Product Engineering10 environments
Mechanical CAD & Product Engineering
Parametric modeling, assemblies, and manufacturing prep on certified drivers.
Ready
SOLIDWORKS engineering station
SOLIDWORKS with parts libraries, assembly conventions, and drawing standards for mechanical design practice.
Windows 1132 vCPUProject files
Windows 11Boot env
AutoCAD
AutoCAD drafting bay
AutoCAD with layer standards, xref structures, and plot configurations for technical drafting work.
Windows 1132 vCPUProject files
Windows 11Boot env
Autodesk Fusion 360
Fusion 360 fabrication desk
Fusion 360 with CAM setups, tool libraries, and machining simulation for design-to-fabrication workflows.
Windows 1132 vCPUProject files
Windows 11Boot env
Onshape
Onshape product workspace
Onshape with versioned assemblies, release workflows, and drawing standards for cloud-native product engineering.
Windows 1132 vCPUProject files
Windows 11Boot env
FreeCAD
FreeCAD engineering bench
FreeCAD with parametric part templates and manufacturing export chains for open-source CAD work.
Ubuntu 2432 vCPUProject files
Ubuntu 24Boot env
Autodesk Inventor
Inventor assembly desk
Autodesk Inventor with parts libraries, adaptive assembly conventions, and shop-drawing templates for machine design.
Windows 1132 vCPUParts library
Windows 11Request
CATIA
CATIA surfacing station
CATIA with Class-A surfacing setups and release-model conventions for automotive and aerospace design work.
Windows 1132 vCPURelease models
Windows 11Request
Siemens NX
NX manufacturing suite
Siemens NX with machining templates, post configurations, and verification setups for CAM programming.
Windows 1132 vCPUPost configs
Windows 11Request
Rhino
Rhino computational desk
Rhino and Grasshopper with definition libraries and fabrication export chains for computational design practice.
Windows 11GPU L40SDefinition library
Windows 11Request
Mastercam
Mastercam programming bay
Mastercam with machine definitions, tool libraries, and NC verification for machining programming practice.
Windows 1132 vCPUMachine defs
Windows 11Request
06 / Architecture, BIM & Construction7 environments
Architecture, BIM & Construction
Coordinated models, documentation sets, and clash workflows at project scale.
Autodesk Revit
Revit coordination desk
Revit with project templates, shared coordinates, and sheet standards for BIM documentation and coordination.
Windows 1132 vCPUProject files
Windows 11Boot env
Archicad
Archicad documentation studio
Archicad with layer combinations, renovation filters, and publisher sets for architectural documentation.
Windows 1132 vCPUProject files
Windows 11Boot env
SketchUp
SketchUp concept studio
SketchUp with tag conventions, scene setups, and presentation templates for spatial concept development.
Windows 1132 vCPUProject files
Windows 11Boot env
Autodesk Civil 3D
Civil 3D infrastructure desk
Civil 3D with survey data, corridor assemblies, and grading templates for infrastructure design work.
Windows 1132 vCPUSurvey data
Windows 11Request
Navisworks
Navisworks clash room
Navisworks with federated model sets, clash test templates, and reporting pipelines for coordination reviews.
Windows 1132 vCPUFederated model
Windows 11Request
Vectorworks
Vectorworks design studio
Vectorworks with class standards and presentation templates for architecture and entertainment design.
macOS 15GPU L40SClass standards
macOS 15Request
Lumion
Lumion visualization rig
Lumion with staged scene libraries and walkthrough templates for realtime architectural visualization.
Windows 11GPU L40SScene library
Windows 11Request
07 / Simulation & Electronics8 environments
Simulation & Electronics
Multiphysics studies, circuit design, and board layout with solver licenses.
ANSYS Mechanical
ANSYS simulation station
ANSYS Mechanical with meshing templates, contact setups, and result verifiers for structural analysis practice.
Windows 1132 vCPUProject files
Windows 11Boot env
COMSOL Multiphysics
COMSOL physics desk
COMSOL with coupled-study templates and solver configurations for multiphysics simulation workflows.
Windows 1132 vCPUProject files
Windows 11Boot env
KiCad
KiCad electronics desk
KiCad with component libraries, design-rule sets, and fabrication output checks for PCB design work.
Ubuntu 2432 vCPUProject files
Ubuntu 24Boot env
LTspice
LTspice circuit lab
LTspice with device model libraries and sweep templates for analog circuit simulation practice.
Windows 1132 vCPUProject files
Windows 11Boot env
Altium Designer
Altium board desk
Altium Designer with managed component libraries, rule sets, and release pipelines for professional PCB design.
Windows 1132 vCPUComponent libs
Windows 11Request
Simulink
Simulink controls lab
MATLAB and Simulink with model references, test harnesses, and validation runs for control system design.
Windows 1132 vCPUTest harnesses
Windows 11Request
Abaqus
Abaqus FEA station
Abaqus with mesh libraries, contact templates, and convergence checks for nonlinear finite-element analysis.
Ubuntu 2464 vCPUMesh library
Ubuntu 24Request
OpenFOAM
OpenFOAM CFD cluster
OpenFOAM with case templates, meshing tools, and post-processing pipelines for computational fluid dynamics.
Ubuntu 2464 vCPUCase templates
Ubuntu 24Request
08 / Game Development & Realtime6 environments
Game Development & Realtime
Engine projects with build caches, asset pipelines, and playable outputs.
Unreal Engine
Unreal production environment
Unreal Engine with project scaffolding, Blueprint conventions, and packaged-build verifiers for realtime 3D work.
Windows 11GPU L40SBuild cache
Windows 11Boot env
Unity
Unity development environment
Unity with project templates, prefab conventions, and automated build pipelines for realtime development.
Windows 11GPU L40SBuild cache
Windows 11Boot env
Godot Engine
Godot development scene
Godot with scene structures, signal conventions, and export presets for open-source game development.
Ubuntu 24GPU L40SBuild cache
Ubuntu 24Boot env
GameMaker
GameMaker studio
GameMaker with room templates, asset organization, and build pipelines for 2D game development practice.
Windows 11GPU L40SBuild cache
Windows 11Boot env
CRYENGINE
CRYENGINE level environment
CRYENGINE with level templates, asset pipelines, and build verification for realtime environment work.
Windows 11GPU L40SBuild cache
Windows 11Boot env
Roblox Studio
Roblox creation desk
Roblox Studio with place templates, scripting conventions, and publish checks for experience development.
Windows 11GPU L40SPlace templates
Windows 11Request
09 / Data & Business Intelligence6 environments
Data & Business Intelligence
Warehouses, dashboards, and query surfaces with governed datasets loaded.
Tableau Desktop
Tableau analytics workbook
Tableau Desktop with governed data sources and calculated-field conventions for BI dashboarding practice.
Windows 1116 vCPUDatasets
Windows 11Boot env
Power BI
Power BI reporting desk
Power BI with semantic models, DAX conventions, and refresh pipelines for enterprise reporting workflows.
Windows 1116 vCPUDatasets
Windows 11Boot env
Snowflake
Snowflake data warehouse
Snowflake with loaded schemas, warehouse configurations, and validation queries for data operations.
Ubuntu 2416 vCPUDatasets
Ubuntu 24Boot env
DBeaver
DBeaver query desk
DBeaver connected to seeded databases with query libraries for SQL analysis and operations work.
Ubuntu 2416 vCPUDatasets
Ubuntu 24Boot env
Alteryx Designer
Alteryx prep pipeline
Alteryx Designer with workflow templates and validation outputs for data preparation and blending.
Windows 1116 vCPUDatasets
Windows 11Request
KNIME
KNIME analytics bench
KNIME with node workflow libraries and scored-model outputs for visual analytics pipelines.
Ubuntu 2416 vCPUDatasets
Ubuntu 24Request
10 / Scientific & Research Computing10 environments
Scientific & Research Computing
Reproducible notebooks, statistical models, and instrument-grade analysis.
Jupyter
Jupyter research stack
JupyterLab with pinned environments, seeded datasets, and reproducibility checks for data science work.
Ubuntu 2416 vCPUDatasets
Ubuntu 24Boot env
Python
Python automation bench
Python toolchain with versioned environments, test suites, and pipeline scaffolding for automation work.
Ubuntu 2416 vCPUDatasets
Ubuntu 24Boot env
MATLAB
MATLAB analysis workspace
MATLAB with toolbox licenses, signal datasets, and figure-reproduction checks for numerical analysis.
Windows 1116 vCPUDatasets
Windows 11Boot env
R
R statistical workspace
R with curated package libraries and seeded datasets for statistical modeling and reporting practice.
Ubuntu 2416 vCPUDatasets
Ubuntu 24Boot env
RStudio
RStudio research project
RStudio with locked project environments and render pipelines for reproducible research computing.
Ubuntu 2416 vCPUDatasets
Ubuntu 24Boot env
Anaconda
Anaconda research stack
Anaconda with locked environments and reference notebooks for scientific computing workflows.
Ubuntu 2416 vCPUDatasets
Ubuntu 24Boot env
ImageJ
ImageJ measurement lab
ImageJ with calibration profiles, macro libraries, and microscopy stacks for scientific imaging analysis.
Windows 1116 vCPUDatasets
Windows 11Boot env
QGIS
QGIS spatial workspace
QGIS with layered regional datasets, style libraries, and map-export templates for geospatial analysis.
Ubuntu 2416 vCPUDatasets
Ubuntu 24Boot env
SPSS
SPSS statistics desk
SPSS with syntax libraries and survey datasets for statistical analysis and reporting practice.
Windows 1116 vCPUDatasets
Windows 11Request
Stata
Stata econometrics lab
Stata with do-file conventions and panel datasets for econometric modeling workflows.
Windows 1116 vCPUDatasets
Windows 11Request
11 / Software Engineering & DevOps7 environments
Software Engineering & DevOps
Full development environments with repositories, toolchains, and test suites.
Visual Studio Code
VS Code engineering desk
VS Code with cloned repositories, language toolchains, and CI-mirrored test suites for software engineering.
Ubuntu 248 vCPUDocs linked
Ubuntu 24Boot env
IntelliJ IDEA
IntelliJ service workspace
IntelliJ IDEA with JVM services, build caches, and integration test suites for backend engineering work.
Ubuntu 2416 vCPURepo + CI
Ubuntu 24Request
PyCharm
PyCharm data service desk
PyCharm with Python services, dependency locks, and pipeline test suites for data engineering work.
Ubuntu 2416 vCPURepo + CI
Ubuntu 24Request
Android Studio
Android build bench
Android Studio with Gradle caches, emulator images, and signing configurations for mobile development.
Ubuntu 2416 vCPUEmulator image
Ubuntu 24Request
Xcode
Xcode app workspace
Xcode with simulator runtimes, signing profiles, and archive pipelines for iOS and macOS development.
macOS 15Apple siliconSimulator
macOS 15Request
Docker Desktop
Container operations desk
Docker with compose stacks, image caches, and health-check verifiers for container operations work.
Ubuntu 2416 vCPUImage cache
Ubuntu 24Request
Postman
API verification desk
Postman with collection libraries, environment configs, and contract test runs for API workflows.
Ubuntu 248 vCPUCollections
Ubuntu 24Request
12 / Office, Finance & Business Ops12 environments
Office, Finance & Business Ops
Documents, ledgers, and operational systems the way professionals run them.
Microsoft Excel
Excel modeling desk
Excel with linked workbook structures, audit conventions, and reconciliation checks for financial modeling.
Windows 118 vCPUDocs linked
Windows 11Boot env
Google Docs
Docs editorial workspace
Google Docs with template libraries, review conventions, and versioned drafts for editorial operations.
Windows 118 vCPUDocs linked
Windows 11Boot env
Google Sheets
Sheets operations model
Google Sheets with linked planning workbooks and formula conventions for operations modeling.
Windows 118 vCPUDocs linked
Windows 11Boot env
QuickBooks
QuickBooks finance desk
QuickBooks with a seeded company ledger, bank feeds, and close checklists for accounting workflows.
Windows 118 vCPUDocs linked
Windows 11Boot env
Adobe Acrobat
Acrobat document desk
Acrobat with form templates, annotation conventions, and verified PDF pipelines for document operations.
Windows 118 vCPUDocs linked
Windows 11Boot env
Microsoft Word
Word contracts desk
Microsoft Word with contract templates, style standards, and tracked-change conventions for legal drafting.
Windows 118 vCPUTemplates
Windows 11Request
Microsoft PowerPoint
PowerPoint briefing studio
PowerPoint with brand template decks and narrative structures for business communication work.
Windows 118 vCPUBrand assets
Windows 11Request
Microsoft Outlook
Outlook operations inbox
Outlook with a staged mailbox, case trackers, and filing conventions for operational communication.
Windows 118 vCPUMailbox state
Windows 11Request
Notion
Notion knowledge base
Notion with workspace templates and linked databases for knowledge and project operations.
Windows 118 vCPUWorkspace
Windows 11Request
SAP GUI
SAP transaction desk
SAP GUI on a test client with transaction data and posting workflows for enterprise operations.
Windows 118 vCPUTest client
Windows 11Request
Salesforce
Salesforce pipeline desk
Salesforce sandbox org with seeded pipeline data and stage conventions for CRM operations.
Windows 118 vCPUSandbox org
Windows 11Request
Xero
Xero bookkeeping desk
Xero with bank feeds, a seeded ledger, and reconciliation rules for bookkeeping workflows.
Windows 118 vCPULedger state
Windows 11Request
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Golden images are composed to order - OS, applications, licenses, project files, and verifiers arrive as one versioned unit. If your team works in it, agents can train in it.