{
  "name": "BrushBeatByte",
  "url": "https://brushbeatbyte.com",
  "generated": "2026-10-15",
  "count": 60,
  "listings": [
    {
      "id": "ace-studio",
      "slug": "ace-studio",
      "type": "tool",
      "title": "ACE Studio",
      "url": "https://acestudio.ai/",
      "medium": [
        "music"
      ],
      "category": "Vocal synthesis",
      "platforms": [
        "Windows",
        "macOS"
      ],
      "data_provenance": "unknown",
      "ai_role": "generate",
      "craft_tags": [
        "vocals"
      ],
      "summary_own_words": "An AI singing voice workstation that turns MIDI and lyrics into vocal performances.",
      "why_hybrid": "Writers handcraft the melody, lyrics and expression controls.",
      "affiliate": false,
      "sponsored": false,
      "featured": false,
      "status": "active",
      "last_verified": "2026-10-15",
      "added": "2026-10-15",
      "sources": [
        "https://acestudio.ai/"
      ],
      "page": "https://brushbeatbyte.com/listing/ace-studio/"
    },
    {
      "id": "adobe-firefly",
      "slug": "adobe-firefly",
      "type": "tool",
      "title": "Adobe Firefly",
      "url": "https://www.adobe.com/products/firefly.html",
      "medium": [
        "art"
      ],
      "category": "Image generation",
      "host_apps": [
        "Photoshop",
        "Illustrator"
      ],
      "platforms": [
        "Web"
      ],
      "pricing_model": "freemium",
      "data_provenance": "licensed",
      "provenance_source_url": "https://www.adobe.com/products/firefly.html",
      "ai_role": "generate",
      "craft_tags": [
        "illustration",
        "photo editing"
      ],
      "summary_own_words": "Adobe's family of generative models for images, vectors and more, available on the web and built into Creative Cloud apps.",
      "why_hybrid": "Adobe positions it as commercially safe and it feeds straight into Photoshop and Illustrator, where the hand finishing happens.",
      "affiliate": false,
      "sponsored": false,
      "featured": false,
      "status": "active",
      "last_verified": "2026-10-15",
      "added": "2026-10-15",
      "sources": [
        "https://www.adobe.com/products/firefly.html",
        "https://www.adobe.com/products/firefly.html"
      ],
      "page": "https://brushbeatbyte.com/listing/adobe-firefly/"
    },
    {
      "id": "adobe-substance-3d-sampler",
      "slug": "adobe-substance-3d-sampler",
      "type": "tool",
      "title": "Adobe Substance 3D Sampler",
      "url": "https://www.adobe.com/products/substance3d/apps/sampler.html",
      "medium": [
        "games",
        "art"
      ],
      "category": "Materials",
      "host_apps": [
        "Substance 3D Painter",
        "Blender",
        "Unreal",
        "Unity"
      ],
      "platforms": [
        "Windows",
        "macOS"
      ],
      "pricing_model": "subscription",
      "data_provenance": "unknown",
      "ai_role": "transform",
      "craft_tags": [
        "materials",
        "photogrammetry"
      ],
      "summary_own_words": "Material authoring software that turns photos into tileable PBR materials, with AI-assisted features like Image to Material.",
      "why_hybrid": "Starts from your own photographed surfaces, then hand-tuned in a layer stack.",
      "affiliate": false,
      "sponsored": false,
      "featured": false,
      "status": "active",
      "last_verified": "2026-10-15",
      "added": "2026-10-15",
      "sources": [
        "https://www.adobe.com/products/substance3d/apps/sampler.html"
      ],
      "page": "https://brushbeatbyte.com/listing/adobe-substance-3d-sampler/"
    },
    {
      "id": "blockade-labs-skybox-ai",
      "slug": "blockade-labs-skybox-ai",
      "type": "tool",
      "title": "Blockade Labs Skybox AI",
      "url": "https://skybox.blockadelabs.com/",
      "medium": [
        "games"
      ],
      "category": "Environment generation",
      "platforms": [
        "Web"
      ],
      "pricing_model": "freemium",
      "data_provenance": "unknown",
      "ai_role": "generate",
      "craft_tags": [
        "environments"
      ],
      "summary_own_words": "A tool for generating 360-degree skybox environments from prompts and sketches.",
      "why_hybrid": "You can sketch the layout yourself before generating, then paint over the result.",
      "affiliate": false,
      "sponsored": false,
      "featured": false,
      "status": "active",
      "last_verified": "2026-10-15",
      "added": "2026-10-15",
      "sources": [
        "https://skybox.blockadelabs.com/"
      ],
      "page": "https://brushbeatbyte.com/listing/blockade-labs-skybox-ai/"
    },
    {
      "id": "bria",
      "slug": "bria",
      "type": "tool",
      "title": "Bria",
      "url": "https://bria.ai/",
      "medium": [
        "art"
      ],
      "category": "Image generation",
      "platforms": [
        "Web",
        "API"
      ],
      "data_provenance": "licensed",
      "provenance_source_url": "https://bria.ai/",
      "ai_role": "generate",
      "craft_tags": [
        "commercial art"
      ],
      "summary_own_words": "A visual generative AI platform and API that says its models are trained only on licensed data with attribution to contributors.",
      "why_hybrid": "An option for studios that need licensed provenance before hand-finishing assets.",
      "affiliate": false,
      "sponsored": false,
      "featured": false,
      "status": "active",
      "last_verified": "2026-10-15",
      "added": "2026-10-15",
      "sources": [
        "https://bria.ai/",
        "https://bria.ai/"
      ],
      "page": "https://brushbeatbyte.com/listing/bria/"
    },
    {
      "id": "cascadeur",
      "slug": "cascadeur",
      "type": "tool",
      "title": "Cascadeur",
      "url": "https://cascadeur.com/",
      "medium": [
        "games"
      ],
      "category": "Animation",
      "host_apps": [
        "Blender",
        "Unity",
        "Unreal"
      ],
      "platforms": [
        "Windows",
        "macOS",
        "Linux"
      ],
      "pricing_model": "freemium",
      "data_provenance": "unknown",
      "ai_role": "assist",
      "craft_tags": [
        "animation",
        "keyframing"
      ],
      "summary_own_words": "A 3D keyframe animation tool with AI-assisted posing and physics tools for characters.",
      "why_hybrid": "Animators still set keys; AI helps with poses and physical plausibility.",
      "affiliate": false,
      "sponsored": false,
      "featured": false,
      "status": "active",
      "last_verified": "2026-10-15",
      "added": "2026-10-15",
      "sources": [
        "https://cascadeur.com/"
      ],
      "page": "https://brushbeatbyte.com/listing/cascadeur/"
    },
    {
      "id": "clip-studio-paint",
      "slug": "clip-studio-paint",
      "type": "tool",
      "title": "Clip Studio Paint",
      "url": "https://www.clipstudio.net/en/",
      "medium": [
        "art"
      ],
      "category": "Painting app",
      "host_apps": [
        "Clip Studio Paint"
      ],
      "platforms": [
        "Windows",
        "macOS",
        "iPad",
        "Android"
      ],
      "pricing_model": "paid",
      "data_provenance": "unknown",
      "ai_role": "assist",
      "craft_tags": [
        "comics",
        "line art"
      ],
      "summary_own_words": "A drawing and painting app for comics and illustration that includes AI-assisted features such as auto-colorizing line art and pose detection from photos.",
      "why_hybrid": "A traditional-style drawing app where the AI features are optional helpers, not the main event.",
      "affiliate": false,
      "sponsored": false,
      "featured": false,
      "status": "active",
      "last_verified": "2026-10-15",
      "added": "2026-10-15",
      "sources": [
        "https://www.clipstudio.net/en/"
      ],
      "page": "https://brushbeatbyte.com/listing/clip-studio-paint/"
    },
    {
      "id": "comfyui",
      "slug": "comfyui",
      "type": "tool",
      "title": "ComfyUI",
      "url": "https://www.comfy.org/",
      "medium": [
        "art"
      ],
      "category": "Node-based pipeline",
      "host_apps": [
        "ComfyUI"
      ],
      "platforms": [
        "Windows",
        "macOS",
        "Linux"
      ],
      "pricing_model": "open-source",
      "data_provenance": "open",
      "ai_role": "generate",
      "craft_tags": [
        "pipelines",
        "concept art"
      ],
      "summary_own_words": "A node-graph interface for building image (and other media) generation pipelines with diffusion models, run locally or in the cloud.",
      "why_hybrid": "Graphs make every step explicit, which suits artists who want to steer a pipeline with their own sketches, depth maps and masks.",
      "affiliate": false,
      "sponsored": false,
      "featured": false,
      "status": "active",
      "last_verified": "2026-10-15",
      "added": "2026-10-15",
      "sources": [
        "https://www.comfy.org/"
      ],
      "page": "https://brushbeatbyte.com/listing/comfyui/"
    },
    {
      "id": "concept-art-ai-base-mesh-retopo-in-blender",
      "slug": "concept-art-ai-base-mesh-retopo-in-blender",
      "type": "workflow",
      "title": "Concept art → AI base mesh → retopo in Blender",
      "url": "https://brushbeatbyte.com/listing/concept-art-ai-base-mesh-retopo-in-blender/",
      "medium": [
        "games",
        "art"
      ],
      "category": "Workflow",
      "data_provenance": "unknown",
      "ai_role": "assist",
      "craft_tags": [
        "3D modeling",
        "retopology"
      ],
      "summary_own_words": "Turn your own concept drawing into a rough 3D base mesh, then retopologize, UV and texture it yourself.",
      "why_hybrid": "AI only drafts the blockout; modeling craft decides the final asset.",
      "steps": [
        "Draw orthographic concept views",
        "Generate a base mesh from the drawing (Meshy, Tripo or Kaedim)",
        "Retopologize and UV unwrap in Blender",
        "Texture by hand and test in engine"
      ],
      "tools_used": [
        "meshy",
        "tripo",
        "kaedim"
      ],
      "affiliate": false,
      "sponsored": false,
      "featured": false,
      "status": "active",
      "last_verified": "2026-10-15",
      "added": "2026-10-15",
      "sources": [
        "https://brushbeatbyte.com/listing/concept-art-ai-base-mesh-retopo-in-blender/"
      ],
      "page": "https://brushbeatbyte.com/listing/concept-art-ai-base-mesh-retopo-in-blender/"
    },
    {
      "id": "controlnet",
      "slug": "controlnet",
      "type": "tool",
      "title": "ControlNet",
      "url": "https://github.com/lllyasviel/ControlNet",
      "medium": [
        "art"
      ],
      "category": "Conditioning",
      "host_apps": [
        "ComfyUI"
      ],
      "pricing_model": "open-source",
      "data_provenance": "open",
      "ai_role": "assist",
      "craft_tags": [
        "line art",
        "composition"
      ],
      "summary_own_words": "A research method and open model set that steers diffusion images with structural inputs such as line art, poses, edges and depth.",
      "why_hybrid": "It lets a hand-drawn sketch or pose dictate composition, rather than leaving layout to the prompt.",
      "affiliate": false,
      "sponsored": false,
      "featured": false,
      "status": "active",
      "last_verified": "2026-10-15",
      "added": "2026-10-15",
      "sources": [
        "https://github.com/lllyasviel/ControlNet"
      ],
      "page": "https://brushbeatbyte.com/listing/controlnet/"
    },
    {
      "id": "convai",
      "slug": "convai",
      "type": "tool",
      "title": "Convai",
      "url": "https://convai.com/",
      "medium": [
        "games"
      ],
      "category": "AI characters",
      "host_apps": [
        "Unreal",
        "Unity"
      ],
      "pricing_model": "freemium",
      "data_provenance": "unknown",
      "ai_role": "generate",
      "craft_tags": [
        "NPCs"
      ],
      "summary_own_words": "A platform for conversational AI characters with plugins for Unreal Engine and Unity.",
      "why_hybrid": "Designers author backstory, knowledge and actions for each NPC.",
      "affiliate": false,
      "sponsored": false,
      "featured": false,
      "status": "active",
      "last_verified": "2026-10-15",
      "added": "2026-10-15",
      "sources": [
        "https://convai.com/"
      ],
      "page": "https://brushbeatbyte.com/listing/convai/"
    },
    {
      "id": "demucs",
      "slug": "demucs",
      "type": "tool",
      "title": "Demucs",
      "url": "https://github.com/facebookresearch/demucs",
      "medium": [
        "music"
      ],
      "category": "Stem separation",
      "platforms": [
        "Windows",
        "macOS",
        "Linux"
      ],
      "pricing_model": "open-source",
      "data_provenance": "unknown",
      "ai_role": "transform",
      "craft_tags": [
        "sampling",
        "remixing"
      ],
      "summary_own_words": "An open-source music source-separation model from Meta research that splits songs into vocals, drums, bass and other stems.",
      "why_hybrid": "Separated stems become raw material to replay, resample and arrange by hand.",
      "affiliate": false,
      "sponsored": false,
      "featured": false,
      "status": "active",
      "last_verified": "2026-10-15",
      "added": "2026-10-15",
      "sources": [
        "https://github.com/facebookresearch/demucs"
      ],
      "page": "https://brushbeatbyte.com/listing/demucs/"
    },
    {
      "id": "dream-textures",
      "slug": "dream-textures",
      "type": "plugin",
      "title": "Dream Textures",
      "url": "https://github.com/carson-katri/dream-textures",
      "medium": [
        "games",
        "art"
      ],
      "category": "Texturing",
      "host_apps": [
        "Blender"
      ],
      "platforms": [
        "Windows",
        "macOS",
        "Linux"
      ],
      "pricing_model": "open-source",
      "data_provenance": "open",
      "ai_role": "generate",
      "craft_tags": [
        "texturing",
        "3D"
      ],
      "summary_own_words": "An open-source Blender add-on that brings Stable Diffusion into Blender for textures, concept art and projection.",
      "why_hybrid": "Generates inside Blender, where you model and paint the result yourself.",
      "affiliate": false,
      "sponsored": false,
      "featured": false,
      "status": "active",
      "last_verified": "2026-10-15",
      "added": "2026-10-15",
      "sources": [
        "https://github.com/carson-katri/dream-textures"
      ],
      "page": "https://brushbeatbyte.com/listing/dream-textures/"
    },
    {
      "id": "elevenlabs",
      "slug": "elevenlabs",
      "type": "tool",
      "title": "ElevenLabs",
      "url": "https://elevenlabs.io/",
      "medium": [
        "games",
        "music"
      ],
      "category": "Voice & SFX",
      "platforms": [
        "Web",
        "API"
      ],
      "pricing_model": "freemium",
      "data_provenance": "unknown",
      "ai_role": "generate",
      "craft_tags": [
        "voice",
        "sound effects"
      ],
      "summary_own_words": "An AI audio platform for text-to-speech voices, voice changing and sound-effect generation.",
      "why_hybrid": "Placeholder dialogue and SFX drafts that sound designers and actors later replace or layer.",
      "affiliate": false,
      "sponsored": false,
      "featured": false,
      "status": "active",
      "last_verified": "2026-10-15",
      "added": "2026-10-15",
      "sources": [
        "https://elevenlabs.io/"
      ],
      "page": "https://brushbeatbyte.com/listing/elevenlabs/"
    },
    {
      "id": "fooocus",
      "slug": "fooocus",
      "type": "tool",
      "title": "Fooocus",
      "url": "https://github.com/lllyasviel/Fooocus",
      "medium": [
        "art"
      ],
      "category": "Image generation",
      "platforms": [
        "Windows",
        "Linux"
      ],
      "pricing_model": "open-source",
      "data_provenance": "open",
      "ai_role": "generate",
      "craft_tags": [
        "reference"
      ],
      "summary_own_words": "An open-source, simplified image generator built on Stable Diffusion XL that hides most technical settings.",
      "why_hybrid": "A low-friction way for traditional artists to try image prompts and reference images without learning a node graph.",
      "affiliate": false,
      "sponsored": false,
      "featured": false,
      "status": "active",
      "last_verified": "2026-10-15",
      "added": "2026-10-15",
      "sources": [
        "https://github.com/lllyasviel/Fooocus"
      ],
      "page": "https://brushbeatbyte.com/listing/fooocus/"
    },
    {
      "id": "getty-images-generative-ai",
      "slug": "getty-images-generative-ai",
      "type": "tool",
      "title": "Getty Images Generative AI",
      "url": "https://www.gettyimages.com/ai/generation/about",
      "medium": [
        "art"
      ],
      "category": "Image generation",
      "platforms": [
        "Web"
      ],
      "pricing_model": "paid",
      "data_provenance": "licensed",
      "provenance_source_url": "https://www.gettyimages.com/ai/generation/about",
      "ai_role": "generate",
      "craft_tags": [
        "reference",
        "comps"
      ],
      "summary_own_words": "Getty's image generator, trained on its licensed creative library and offered for commercial use.",
      "why_hybrid": "A licensed-data option for reference and comps that an illustrator then redraws or composites by hand.",
      "affiliate": false,
      "sponsored": false,
      "featured": false,
      "status": "active",
      "last_verified": "2026-10-15",
      "added": "2026-10-15",
      "sources": [
        "https://www.gettyimages.com/ai/generation/about",
        "https://www.gettyimages.com/ai/generation/about"
      ],
      "page": "https://brushbeatbyte.com/listing/getty-images-generative-ai/"
    },
    {
      "id": "glaze",
      "slug": "glaze",
      "type": "tool",
      "title": "Glaze",
      "url": "https://glaze.cs.uchicago.edu/",
      "medium": [
        "art"
      ],
      "category": "Artist protection",
      "platforms": [
        "Windows",
        "macOS",
        "Web"
      ],
      "pricing_model": "free",
      "data_provenance": "unknown",
      "ai_role": "analyze",
      "craft_tags": [
        "portfolio"
      ],
      "summary_own_words": "A free tool from the University of Chicago SAND Lab that adds subtle changes to artwork to disrupt style mimicry by AI models.",
      "why_hybrid": "For hybrid artists who post traditional work online and want to limit how it is used to imitate their style.",
      "affiliate": false,
      "sponsored": false,
      "featured": false,
      "status": "active",
      "last_verified": "2026-10-15",
      "added": "2026-10-15",
      "sources": [
        "https://glaze.cs.uchicago.edu/"
      ],
      "page": "https://brushbeatbyte.com/listing/glaze/"
    },
    {
      "id": "greybox-ai-textures-hand-cleanup",
      "slug": "greybox-ai-textures-hand-cleanup",
      "type": "workflow",
      "title": "Greybox → AI textures → hand cleanup",
      "url": "https://brushbeatbyte.com/listing/greybox-ai-textures-hand-cleanup/",
      "medium": [
        "games",
        "art"
      ],
      "category": "Workflow",
      "data_provenance": "unknown",
      "ai_role": "assist",
      "craft_tags": [
        "level design",
        "texturing"
      ],
      "summary_own_words": "Block out a level with simple shapes, generate texture candidates, then clean up seams and add hand detail.",
      "why_hybrid": "Layout and final texture work stay in the artist's hands.",
      "steps": [
        "Greybox the level in your engine",
        "Photograph or generate base textures (Substance 3D Sampler, Dream Textures)",
        "Fix tiling, seams and scale by hand",
        "Hand-paint wear and storytelling details"
      ],
      "tools_used": [
        "adobe-substance-3d-sampler",
        "dream-textures"
      ],
      "affiliate": false,
      "sponsored": false,
      "featured": false,
      "status": "active",
      "last_verified": "2026-10-15",
      "added": "2026-10-15",
      "sources": [
        "https://brushbeatbyte.com/listing/greybox-ai-textures-hand-cleanup/"
      ],
      "page": "https://brushbeatbyte.com/listing/greybox-ai-textures-hand-cleanup/"
    },
    {
      "id": "hum-stem-split-arrange-in-the-daw",
      "slug": "hum-stem-split-arrange-in-the-daw",
      "type": "workflow",
      "title": "Hum → stem split → arrange in the DAW",
      "url": "https://brushbeatbyte.com/listing/hum-stem-split-arrange-in-the-daw/",
      "medium": [
        "music"
      ],
      "category": "Workflow",
      "data_provenance": "unknown",
      "ai_role": "assist",
      "craft_tags": [
        "arranging",
        "recording"
      ],
      "summary_own_words": "Record a hummed or played idea, split a reference into stems for study, and rebuild the arrangement with your own instruments.",
      "why_hybrid": "Ideas begin with a human performance and finish with human playing and mixing.",
      "steps": [
        "Record a voice memo or rough take",
        "Split reference audio with Demucs or Logic Pro's Stem Splitter for study",
        "Transcribe parts and re-record with real instruments",
        "Use assistive EQ or mastering only as a starting point"
      ],
      "tools_used": [
        "demucs",
        "logic-pro",
        "izotope-ozone"
      ],
      "affiliate": false,
      "sponsored": false,
      "featured": false,
      "status": "active",
      "last_verified": "2026-10-15",
      "added": "2026-10-15",
      "sources": [
        "https://brushbeatbyte.com/listing/hum-stem-split-arrange-in-the-daw/"
      ],
      "page": "https://brushbeatbyte.com/listing/hum-stem-split-arrange-in-the-daw/"
    },
    {
      "id": "invoke",
      "slug": "invoke",
      "type": "tool",
      "title": "Invoke",
      "url": "https://www.invoke.com/",
      "medium": [
        "art"
      ],
      "category": "Canvas generation",
      "platforms": [
        "Windows",
        "macOS",
        "Linux",
        "Web"
      ],
      "pricing_model": "freemium",
      "data_provenance": "open",
      "ai_role": "generate",
      "craft_tags": [
        "concept art",
        "layers"
      ],
      "summary_own_words": "A creative canvas for diffusion models with layers, regional prompts and inpainting; there is an open-source community edition and a hosted product.",
      "why_hybrid": "Its layered canvas workflow resembles a paint app, inviting iterative paint-over rather than one-shot prompting.",
      "affiliate": false,
      "sponsored": false,
      "featured": false,
      "status": "active",
      "last_verified": "2026-10-15",
      "added": "2026-10-15",
      "sources": [
        "https://www.invoke.com/"
      ],
      "page": "https://brushbeatbyte.com/listing/invoke/"
    },
    {
      "id": "inworld-ai",
      "slug": "inworld-ai",
      "type": "tool",
      "title": "Inworld AI",
      "url": "https://inworld.ai/",
      "medium": [
        "games"
      ],
      "category": "AI characters",
      "host_apps": [
        "Unity",
        "Unreal"
      ],
      "data_provenance": "unknown",
      "ai_role": "generate",
      "craft_tags": [
        "narrative",
        "NPCs"
      ],
      "summary_own_words": "A platform for real-time AI characters and voice in games, with engine integrations.",
      "why_hybrid": "Writers define character lore and goals; the model improvises within those bounds.",
      "affiliate": false,
      "sponsored": false,
      "featured": false,
      "status": "active",
      "last_verified": "2026-10-15",
      "added": "2026-10-15",
      "sources": [
        "https://inworld.ai/"
      ],
      "page": "https://brushbeatbyte.com/listing/inworld-ai/"
    },
    {
      "id": "izotope-neutron",
      "slug": "izotope-neutron",
      "type": "plugin",
      "title": "iZotope Neutron",
      "url": "https://www.izotope.com/en/products/neutron.html",
      "medium": [
        "music"
      ],
      "category": "Mixing",
      "host_apps": [
        "Ableton Live",
        "Logic Pro",
        "FL Studio",
        "Pro Tools"
      ],
      "platforms": [
        "Windows",
        "macOS"
      ],
      "pricing_model": "paid",
      "data_provenance": "unknown",
      "ai_role": "assist",
      "craft_tags": [
        "mixing"
      ],
      "summary_own_words": "A mixing channel-strip plugin with an assistant that listens to a track and suggests EQ, compression and other starting settings.",
      "why_hybrid": "Speeds up the first pass of a mix, leaving taste-level decisions to the mixer.",
      "affiliate": false,
      "sponsored": false,
      "featured": false,
      "status": "active",
      "last_verified": "2026-10-15",
      "added": "2026-10-15",
      "sources": [
        "https://www.izotope.com/en/products/neutron.html"
      ],
      "page": "https://brushbeatbyte.com/listing/izotope-neutron/"
    },
    {
      "id": "izotope-ozone",
      "slug": "izotope-ozone",
      "type": "plugin",
      "title": "iZotope Ozone",
      "url": "https://www.izotope.com/en/products/ozone.html",
      "medium": [
        "music"
      ],
      "category": "Mastering",
      "host_apps": [
        "Ableton Live",
        "Logic Pro",
        "FL Studio",
        "Pro Tools"
      ],
      "platforms": [
        "Windows",
        "macOS"
      ],
      "pricing_model": "paid",
      "data_provenance": "unknown",
      "ai_role": "assist",
      "craft_tags": [
        "mastering"
      ],
      "summary_own_words": "A mastering plugin suite whose Master Assistant analyzes a mix and proposes a starting chain you can then adjust module by module.",
      "why_hybrid": "The assistant suggests; the engineer decides, with every module open to manual tweaking.",
      "affiliate": false,
      "sponsored": false,
      "featured": false,
      "status": "active",
      "last_verified": "2026-10-15",
      "added": "2026-10-15",
      "sources": [
        "https://www.izotope.com/en/products/ozone.html"
      ],
      "page": "https://brushbeatbyte.com/listing/izotope-ozone/"
    },
    {
      "id": "izotope-rx",
      "slug": "izotope-rx",
      "type": "tool",
      "title": "iZotope RX",
      "url": "https://www.izotope.com/en/products/rx.html",
      "medium": [
        "music"
      ],
      "category": "Audio repair",
      "host_apps": [
        "Pro Tools",
        "Logic Pro"
      ],
      "platforms": [
        "Windows",
        "macOS"
      ],
      "pricing_model": "paid",
      "data_provenance": "unknown",
      "ai_role": "transform",
      "craft_tags": [
        "recording",
        "foley",
        "dialogue"
      ],
      "summary_own_words": "Audio repair software and plugins using machine learning for tasks like de-noising, de-clipping and dialogue isolation.",
      "why_hybrid": "Rescues real recorded takes, which keeps live performance at the center.",
      "affiliate": false,
      "sponsored": false,
      "featured": false,
      "status": "active",
      "last_verified": "2026-10-15",
      "added": "2026-10-15",
      "sources": [
        "https://www.izotope.com/en/products/rx.html"
      ],
      "page": "https://brushbeatbyte.com/listing/izotope-rx/"
    },
    {
      "id": "kaedim",
      "slug": "kaedim",
      "type": "tool",
      "title": "Kaedim",
      "url": "https://www.kaedim3d.com/",
      "medium": [
        "games"
      ],
      "category": "3D generation",
      "platforms": [
        "Web"
      ],
      "data_provenance": "unknown",
      "ai_role": "generate",
      "craft_tags": [
        "3D modeling"
      ],
      "summary_own_words": "A service that turns images into game-ready 3D models, combining machine learning with human artist review.",
      "why_hybrid": "Explicitly hybrid: models are checked and refined by human artists.",
      "affiliate": false,
      "sponsored": false,
      "featured": false,
      "status": "active",
      "last_verified": "2026-10-15",
      "added": "2026-10-15",
      "sources": [
        "https://www.kaedim3d.com/"
      ],
      "page": "https://brushbeatbyte.com/listing/kaedim/"
    },
    {
      "id": "kits-ai",
      "slug": "kits-ai",
      "type": "tool",
      "title": "Kits AI",
      "url": "https://www.kits.ai/",
      "medium": [
        "music"
      ],
      "category": "Voice conversion",
      "platforms": [
        "Web"
      ],
      "pricing_model": "freemium",
      "data_provenance": "unknown",
      "ai_role": "transform",
      "craft_tags": [
        "vocals"
      ],
      "summary_own_words": "A voice conversion platform with licensed artist voice models and tools to train your own voice.",
      "why_hybrid": "Sing the part yourself and convert the timbre; phrasing and emotion stay human.",
      "affiliate": false,
      "sponsored": false,
      "featured": false,
      "status": "active",
      "last_verified": "2026-10-15",
      "added": "2026-10-15",
      "sources": [
        "https://www.kits.ai/"
      ],
      "page": "https://brushbeatbyte.com/listing/kits-ai/"
    },
    {
      "id": "krea",
      "slug": "krea",
      "type": "tool",
      "title": "Krea",
      "url": "https://www.krea.ai/",
      "medium": [
        "art"
      ],
      "category": "Real-time generation",
      "platforms": [
        "Web"
      ],
      "pricing_model": "freemium",
      "data_provenance": "unknown",
      "ai_role": "generate",
      "craft_tags": [
        "sketching",
        "concept art"
      ],
      "summary_own_words": "A browser-based creative suite with real-time image generation from shapes and drawings, plus enhancing and video tools.",
      "why_hybrid": "Real-time mode reacts as you draw rough shapes, keeping the composition in the artist's hands.",
      "affiliate": false,
      "sponsored": false,
      "featured": false,
      "status": "active",
      "last_verified": "2026-10-15",
      "added": "2026-10-15",
      "sources": [
        "https://www.krea.ai/"
      ],
      "page": "https://brushbeatbyte.com/listing/krea/"
    },
    {
      "id": "krita-ai-diffusion",
      "slug": "krita-ai-diffusion",
      "type": "plugin",
      "title": "Krita AI Diffusion",
      "url": "https://github.com/Acly/krita-ai-diffusion",
      "medium": [
        "art"
      ],
      "category": "Painting assistant",
      "host_apps": [
        "Krita",
        "ComfyUI"
      ],
      "platforms": [
        "Windows",
        "macOS",
        "Linux"
      ],
      "pricing_model": "open-source",
      "data_provenance": "open",
      "ai_role": "assist",
      "craft_tags": [
        "digital painting",
        "sketching"
      ],
      "summary_own_words": "An open-source plugin that brings Stable Diffusion generation, inpainting and live painting into the free Krita painting app.",
      "why_hybrid": "It works on your canvas and selections, so you can sketch, generate, and paint over in one document.",
      "affiliate": false,
      "sponsored": false,
      "featured": false,
      "status": "active",
      "last_verified": "2026-10-15",
      "added": "2026-10-15",
      "sources": [
        "https://github.com/Acly/krita-ai-diffusion"
      ],
      "page": "https://brushbeatbyte.com/listing/krita-ai-diffusion/"
    },
    {
      "id": "lalal-ai",
      "slug": "lalal-ai",
      "type": "tool",
      "title": "LALAL.AI",
      "url": "https://www.lalal.ai/",
      "medium": [
        "music"
      ],
      "category": "Stem separation",
      "platforms": [
        "Web",
        "Windows",
        "macOS"
      ],
      "pricing_model": "freemium",
      "data_provenance": "unknown",
      "ai_role": "transform",
      "craft_tags": [
        "practice"
      ],
      "summary_own_words": "A web and desktop stem-splitter for vocals, instruments and noise.",
      "why_hybrid": "Handy for practice tracks and for isolating parts to learn or re-record.",
      "affiliate": false,
      "sponsored": false,
      "featured": false,
      "status": "active",
      "last_verified": "2026-10-15",
      "added": "2026-10-15",
      "sources": [
        "https://www.lalal.ai/"
      ],
      "page": "https://brushbeatbyte.com/listing/lalal-ai/"
    },
    {
      "id": "landr-mastering",
      "slug": "landr-mastering",
      "type": "tool",
      "title": "LANDR Mastering",
      "url": "https://www.landr.com/online-audio-mastering",
      "medium": [
        "music"
      ],
      "category": "Mastering",
      "platforms": [
        "Web",
        "Windows",
        "macOS"
      ],
      "pricing_model": "freemium",
      "data_provenance": "unknown",
      "ai_role": "assist",
      "craft_tags": [
        "mastering"
      ],
      "summary_own_words": "An online automated mastering service, also available as a plugin, with style and loudness options.",
      "why_hybrid": "A quick reference master that producers compare against their own or an engineer's master.",
      "affiliate": false,
      "sponsored": false,
      "featured": false,
      "status": "active",
      "last_verified": "2026-10-15",
      "added": "2026-10-15",
      "sources": [
        "https://www.landr.com/online-audio-mastering"
      ],
      "page": "https://brushbeatbyte.com/listing/landr-mastering/"
    },
    {
      "id": "lemonaide",
      "slug": "lemonaide",
      "type": "plugin",
      "title": "Lemonaide",
      "url": "https://www.lemonaide.ai/",
      "medium": [
        "music"
      ],
      "category": "MIDI generation",
      "platforms": [
        "Windows",
        "macOS"
      ],
      "data_provenance": "consented",
      "ai_role": "generate",
      "craft_tags": [
        "composition",
        "MIDI"
      ],
      "summary_own_words": "An AI melody and MIDI idea generator for producers, available as a plugin.",
      "why_hybrid": "Outputs MIDI you can edit, re-voice and play, not finished audio.",
      "affiliate": false,
      "sponsored": false,
      "featured": false,
      "status": "active",
      "last_verified": "2026-10-15",
      "added": "2026-10-15",
      "sources": [
        "https://www.lemonaide.ai/"
      ],
      "page": "https://brushbeatbyte.com/listing/lemonaide/"
    },
    {
      "id": "leonardo-ai",
      "slug": "leonardo-ai",
      "type": "tool",
      "title": "Leonardo.Ai",
      "url": "https://leonardo.ai/",
      "medium": [
        "art"
      ],
      "category": "Image generation",
      "platforms": [
        "Web"
      ],
      "pricing_model": "freemium",
      "data_provenance": "unknown",
      "ai_role": "generate",
      "craft_tags": [
        "concept art"
      ],
      "summary_own_words": "A web platform for generating and editing images, with a sketch-to-image canvas and model training options.",
      "why_hybrid": "Its canvas tools let you start from your own drawing and keep editing regions.",
      "affiliate": false,
      "sponsored": false,
      "featured": false,
      "status": "active",
      "last_verified": "2026-10-15",
      "added": "2026-10-15",
      "sources": [
        "https://leonardo.ai/"
      ],
      "page": "https://brushbeatbyte.com/listing/leonardo-ai/"
    },
    {
      "id": "logic-pro",
      "slug": "logic-pro",
      "type": "tool",
      "title": "Logic Pro",
      "url": "https://www.apple.com/logic-pro/",
      "medium": [
        "music"
      ],
      "category": "DAW",
      "host_apps": [
        "Logic Pro"
      ],
      "platforms": [
        "macOS",
        "iPad"
      ],
      "pricing_model": "paid",
      "data_provenance": "unknown",
      "ai_role": "assist",
      "craft_tags": [
        "arranging",
        "recording"
      ],
      "summary_own_words": "Apple's DAW, which includes AI-powered Session Players and Stem Splitter alongside a full traditional recording and editing environment.",
      "why_hybrid": "AI band members and stem splitting sit inside a full DAW, so they become parts you arrange and edit.",
      "affiliate": false,
      "sponsored": false,
      "featured": false,
      "status": "active",
      "last_verified": "2026-10-15",
      "added": "2026-10-15",
      "sources": [
        "https://www.apple.com/logic-pro/"
      ],
      "page": "https://brushbeatbyte.com/listing/logic-pro/"
    },
    {
      "id": "ludo-ai",
      "slug": "ludo-ai",
      "type": "tool",
      "title": "Ludo.ai",
      "url": "https://ludo.ai/",
      "medium": [
        "games"
      ],
      "category": "Game ideation",
      "platforms": [
        "Web"
      ],
      "pricing_model": "freemium",
      "data_provenance": "unknown",
      "ai_role": "assist",
      "craft_tags": [
        "game design"
      ],
      "summary_own_words": "An AI tool for game concept research, ideation and asset generation, including market research on games.",
      "why_hybrid": "Supports designers' early research and pitching rather than building the game.",
      "affiliate": false,
      "sponsored": false,
      "featured": false,
      "status": "active",
      "last_verified": "2026-10-15",
      "added": "2026-10-15",
      "sources": [
        "https://ludo.ai/"
      ],
      "page": "https://brushbeatbyte.com/listing/ludo-ai/"
    },
    {
      "id": "magenta-studio",
      "slug": "magenta-studio",
      "type": "plugin",
      "title": "Magenta Studio",
      "url": "https://magenta.tensorflow.org/studio",
      "medium": [
        "music"
      ],
      "category": "MIDI tools",
      "host_apps": [
        "Ableton Live"
      ],
      "platforms": [
        "Windows",
        "macOS"
      ],
      "pricing_model": "free",
      "data_provenance": "unknown",
      "ai_role": "generate",
      "craft_tags": [
        "composition",
        "drums"
      ],
      "summary_own_words": "A free set of MIDI tools from Google's Magenta project for generating, continuing and humanizing patterns, available standalone and for Ableton Live.",
      "why_hybrid": "Works on your own MIDI clips, extending ideas you started.",
      "affiliate": false,
      "sponsored": false,
      "featured": false,
      "status": "active",
      "last_verified": "2026-10-15",
      "added": "2026-10-15",
      "sources": [
        "https://magenta.tensorflow.org/studio"
      ],
      "page": "https://brushbeatbyte.com/listing/magenta-studio/"
    },
    {
      "id": "magnific",
      "slug": "magnific",
      "type": "tool",
      "title": "Magnific",
      "url": "https://magnific.ai/",
      "medium": [
        "art"
      ],
      "category": "Upscaling",
      "platforms": [
        "Web"
      ],
      "pricing_model": "subscription",
      "data_provenance": "unknown",
      "ai_role": "transform",
      "craft_tags": [
        "detailing"
      ],
      "summary_own_words": "A web-based upscaler and enhancer that re-imagines detail as it enlarges, with controls for how much it invents.",
      "why_hybrid": "Artists use it as a detail pass on their own renders, then retouch by hand where it over-invents.",
      "affiliate": false,
      "sponsored": false,
      "featured": false,
      "status": "active",
      "last_verified": "2026-10-15",
      "added": "2026-10-15",
      "sources": [
        "https://magnific.ai/"
      ],
      "page": "https://brushbeatbyte.com/listing/magnific/"
    },
    {
      "id": "meshy",
      "slug": "meshy",
      "type": "tool",
      "title": "Meshy",
      "url": "https://www.meshy.ai/",
      "medium": [
        "games"
      ],
      "category": "3D generation",
      "host_apps": [
        "Blender",
        "Unity",
        "Unreal"
      ],
      "platforms": [
        "Web"
      ],
      "pricing_model": "freemium",
      "data_provenance": "unknown",
      "ai_role": "generate",
      "craft_tags": [
        "3D modeling"
      ],
      "summary_own_words": "A text- and image-to-3D model generator with texturing, exporting to common formats and DCC tools.",
      "why_hybrid": "Produces base meshes that modelers retopologize and refine in Blender.",
      "affiliate": false,
      "sponsored": false,
      "featured": false,
      "status": "active",
      "last_verified": "2026-10-15",
      "added": "2026-10-15",
      "sources": [
        "https://www.meshy.ai/"
      ],
      "page": "https://brushbeatbyte.com/listing/meshy/"
    },
    {
      "id": "midjourney",
      "slug": "midjourney",
      "type": "tool",
      "title": "Midjourney",
      "url": "https://www.midjourney.com/",
      "medium": [
        "art"
      ],
      "category": "Image generation",
      "platforms": [
        "Web"
      ],
      "pricing_model": "subscription",
      "data_provenance": "unknown",
      "ai_role": "generate",
      "craft_tags": [
        "mood boards"
      ],
      "summary_own_words": "A subscription image-generation service known for stylized output, used via its website and Discord.",
      "why_hybrid": "Many painters use it only for mood boards and thumbnails before starting a piece by hand.",
      "affiliate": false,
      "sponsored": false,
      "featured": false,
      "status": "active",
      "last_verified": "2026-10-15",
      "added": "2026-10-15",
      "sources": [
        "https://www.midjourney.com/"
      ],
      "page": "https://brushbeatbyte.com/listing/midjourney/"
    },
    {
      "id": "moises",
      "slug": "moises",
      "type": "tool",
      "title": "Moises",
      "url": "https://moises.ai/",
      "medium": [
        "music"
      ],
      "category": "Practice & stems",
      "platforms": [
        "Web",
        "iOS",
        "Android",
        "Windows",
        "macOS"
      ],
      "pricing_model": "freemium",
      "data_provenance": "unknown",
      "ai_role": "analyze",
      "craft_tags": [
        "practice",
        "transcription"
      ],
      "summary_own_words": "An app for musicians that separates stems, detects chords and tempo, and helps with practice.",
      "why_hybrid": "Built for players: it supports learning and practicing real instruments.",
      "affiliate": false,
      "sponsored": false,
      "featured": false,
      "status": "active",
      "last_verified": "2026-10-15",
      "added": "2026-10-15",
      "sources": [
        "https://moises.ai/"
      ],
      "page": "https://brushbeatbyte.com/listing/moises/"
    },
    {
      "id": "neutone",
      "slug": "neutone",
      "type": "plugin",
      "title": "Neutone",
      "url": "https://neutone.ai/",
      "medium": [
        "music"
      ],
      "category": "Real-time timbre transfer",
      "platforms": [
        "Windows",
        "macOS"
      ],
      "pricing_model": "free",
      "data_provenance": "unknown",
      "ai_role": "transform",
      "craft_tags": [
        "sound design",
        "performance"
      ],
      "summary_own_words": "A plugin host for running real-time AI audio models, such as timbre transfer, inside a DAW.",
      "why_hybrid": "Process your own playing through models live, as you would through an effect pedal.",
      "affiliate": false,
      "sponsored": false,
      "featured": false,
      "status": "active",
      "last_verified": "2026-10-15",
      "added": "2026-10-15",
      "sources": [
        "https://neutone.ai/"
      ],
      "page": "https://brushbeatbyte.com/listing/neutone/"
    },
    {
      "id": "nightshade",
      "slug": "nightshade",
      "type": "tool",
      "title": "Nightshade",
      "url": "https://nightshade.cs.uchicago.edu/",
      "medium": [
        "art"
      ],
      "category": "Artist protection",
      "platforms": [
        "Windows",
        "macOS"
      ],
      "pricing_model": "free",
      "data_provenance": "unknown",
      "ai_role": "analyze",
      "craft_tags": [
        "portfolio"
      ],
      "summary_own_words": "A free University of Chicago tool that alters images so models trained on them without consent learn distorted concepts.",
      "why_hybrid": "A counterweight tool for artists who mix AI into their process but want control over their own images.",
      "affiliate": false,
      "sponsored": false,
      "featured": false,
      "status": "active",
      "last_verified": "2026-10-15",
      "added": "2026-10-15",
      "sources": [
        "https://nightshade.cs.uchicago.edu/"
      ],
      "page": "https://brushbeatbyte.com/listing/nightshade/"
    },
    {
      "id": "nvidia-ace",
      "slug": "nvidia-ace",
      "type": "tool",
      "title": "NVIDIA ACE",
      "url": "https://developer.nvidia.com/ace",
      "medium": [
        "games"
      ],
      "category": "Digital humans",
      "host_apps": [
        "Unreal"
      ],
      "data_provenance": "unknown",
      "ai_role": "generate",
      "craft_tags": [
        "characters",
        "animation"
      ],
      "summary_own_words": "NVIDIA's suite of technologies for building AI-driven digital characters, including speech and facial animation.",
      "why_hybrid": "Pipelines still rely on hand-authored characters, rigs and scripts.",
      "affiliate": false,
      "sponsored": false,
      "featured": false,
      "status": "active",
      "last_verified": "2026-10-15",
      "added": "2026-10-15",
      "sources": [
        "https://developer.nvidia.com/ace"
      ],
      "page": "https://brushbeatbyte.com/listing/nvidia-ace/"
    },
    {
      "id": "photoshop-generative-fill",
      "slug": "photoshop-generative-fill",
      "type": "plugin",
      "title": "Photoshop Generative Fill",
      "url": "https://www.adobe.com/products/photoshop/generative-fill.html",
      "medium": [
        "art"
      ],
      "category": "Inpainting",
      "host_apps": [
        "Photoshop"
      ],
      "platforms": [
        "Windows",
        "macOS"
      ],
      "pricing_model": "subscription",
      "data_provenance": "licensed",
      "provenance_source_url": "https://www.adobe.com/products/firefly.html",
      "ai_role": "transform",
      "craft_tags": [
        "photo editing",
        "matte painting"
      ],
      "summary_own_words": "A Firefly-powered feature inside Photoshop that adds, removes or extends parts of an image from a text prompt within a selection.",
      "why_hybrid": "Edits land on their own layer, so painters can treat the output as a rough underlayer and keep working with brushes and masks.",
      "affiliate": false,
      "sponsored": false,
      "featured": false,
      "status": "active",
      "last_verified": "2026-10-15",
      "added": "2026-10-15",
      "sources": [
        "https://www.adobe.com/products/photoshop/generative-fill.html",
        "https://www.adobe.com/products/firefly.html"
      ],
      "page": "https://brushbeatbyte.com/listing/photoshop-generative-fill/"
    },
    {
      "id": "proto-holly-herndon",
      "slug": "proto-holly-herndon",
      "type": "showcase",
      "title": "PROTO (Holly Herndon)",
      "url": "https://musictech.com/features/interviews/holly-herndon-proto/",
      "medium": [
        "music"
      ],
      "category": "Album",
      "data_provenance": "consented",
      "provenance_source_url": "https://www.thefader.com/2019/05/21/holly-herndon-proto-ai-spawn-interview",
      "ai_role": "transform",
      "craft_tags": [
        "vocals",
        "ensemble",
        "composition"
      ],
      "summary_own_words": "Holly Herndon's 2019 album made with a human vocal ensemble and Spawn, an AI she built with Mat Dryhurst and Jules LaPlace and trained on their own community's voices.",
      "why_hybrid": "The AI is treated as an ensemble member trained on consenting voices; Herndon says AI makes up only a small share of the audio.",
      "hand_vs_ai": [
        {
          "stage": "Composition",
          "human": "Herndon composed and directed the ensemble",
          "ai": "None (Spawn framed as a performer, not composer)",
          "tool": ""
        },
        {
          "stage": "Training data",
          "human": "Herndon, Dryhurst, the ensemble and a public session recorded voices and sounds",
          "ai": "Spawn learned from those recordings",
          "tool": "Spawn"
        },
        {
          "stage": "Performance",
          "human": "Vocal ensemble sang most of the material",
          "ai": "Spawn reinterpreted and resynthesized voices",
          "tool": "Spawn"
        }
      ],
      "creator_name": "Holly Herndon",
      "verified": false,
      "affiliate": false,
      "sponsored": false,
      "featured": false,
      "status": "active",
      "last_verified": "2026-10-15",
      "added": "2026-10-15",
      "sources": [
        "https://musictech.com/features/interviews/holly-herndon-proto/",
        "https://www.thefader.com/2019/05/21/holly-herndon-proto-ai-spawn-interview"
      ],
      "page": "https://brushbeatbyte.com/listing/proto-holly-herndon/"
    },
    {
      "id": "rosebud-ai",
      "slug": "rosebud-ai",
      "type": "tool",
      "title": "Rosebud AI",
      "url": "https://rosebud.ai/",
      "medium": [
        "games"
      ],
      "category": "Game prototyping",
      "platforms": [
        "Web"
      ],
      "pricing_model": "freemium",
      "data_provenance": "unknown",
      "ai_role": "generate",
      "craft_tags": [
        "prototyping"
      ],
      "summary_own_words": "A browser platform that builds playable game prototypes from text descriptions.",
      "why_hybrid": "A fast prototype that designers then rework with their own art and code.",
      "affiliate": false,
      "sponsored": false,
      "featured": false,
      "status": "active",
      "last_verified": "2026-10-15",
      "added": "2026-10-15",
      "sources": [
        "https://rosebud.ai/"
      ],
      "page": "https://brushbeatbyte.com/listing/rosebud-ai/"
    },
    {
      "id": "scenario",
      "slug": "scenario",
      "type": "tool",
      "title": "Scenario",
      "url": "https://www.scenario.com/",
      "medium": [
        "games"
      ],
      "category": "Game art generation",
      "platforms": [
        "Web",
        "API"
      ],
      "data_provenance": "unknown",
      "ai_role": "generate",
      "craft_tags": [
        "2D assets",
        "style"
      ],
      "summary_own_words": "A platform for generating game art where studios can train custom models on their own art style.",
      "why_hybrid": "Training on a studio's own art keeps output consistent with hand-made assets.",
      "affiliate": false,
      "sponsored": false,
      "featured": false,
      "status": "active",
      "last_verified": "2026-10-15",
      "added": "2026-10-15",
      "sources": [
        "https://www.scenario.com/"
      ],
      "page": "https://brushbeatbyte.com/listing/scenario/"
    },
    {
      "id": "sender-unknown-aziza-kadyri-v-a",
      "slug": "sender-unknown-aziza-kadyri-v-a",
      "type": "showcase",
      "title": "Sender Unknown (Aziza Kadyri, V&A)",
      "url": "https://www.vam.ac.uk/event/B9k2ex7pwq2/ldf-sept-2026-aziza-kadyri-sender-unknown",
      "medium": [
        "art"
      ],
      "category": "Textile installation",
      "data_provenance": "unknown",
      "ai_role": "generate",
      "craft_tags": [
        "embroidery",
        "suzani",
        "textiles"
      ],
      "summary_own_words": "A V&A South Kensington commission (on until 10 January 2027) in which a bespoke AI model proposed new suzani-style symbols that women artisans in Nurota, Uzbekistan, then embroidered by hand.",
      "why_hybrid": "AI drafts the motif language; centuries-old hand embroidery makes the work.",
      "hand_vs_ai": [
        {
          "stage": "Motif design",
          "human": "Artist directed and curated the symbol language",
          "ai": "Bespoke model generated suzani-inspired symbols",
          "tool": "Bespoke AI model"
        },
        {
          "stage": "Embroidery",
          "human": "Artisans in Nurota hand-embroidered the motifs (master: Yulduz Mukhiddinova)",
          "ai": "None reported",
          "tool": "Hand suzani embroidery"
        },
        {
          "stage": "Fabrication",
          "human": "Digital textile printing and 3D structures by named collaborators",
          "ai": "Not specified",
          "tool": "Digital printing"
        }
      ],
      "creator_name": "Aziza Kadyri",
      "creator_url": "https://www.azizakadyri.com/sender-unknown",
      "verified": false,
      "affiliate": false,
      "sponsored": false,
      "featured": false,
      "status": "active",
      "last_verified": "2026-10-15",
      "added": "2026-10-15",
      "sources": [
        "https://www.vam.ac.uk/event/B9k2ex7pwq2/ldf-sept-2026-aziza-kadyri-sender-unknown"
      ],
      "page": "https://brushbeatbyte.com/listing/sender-unknown-aziza-kadyri-v-a/"
    },
    {
      "id": "sketch-controlnet-paint-over",
      "slug": "sketch-controlnet-paint-over",
      "type": "workflow",
      "title": "Sketch → ControlNet → paint-over",
      "url": "https://brushbeatbyte.com/listing/sketch-controlnet-paint-over/",
      "medium": [
        "art",
        "games"
      ],
      "category": "Workflow",
      "data_provenance": "unknown",
      "ai_role": "assist",
      "craft_tags": [
        "sketching",
        "digital painting"
      ],
      "summary_own_words": "Draw a rough sketch by hand, use it as a ControlNet line-art input to explore lighting and color, then repaint the chosen version by hand.",
      "why_hybrid": "The composition and the final brushwork are both human; AI explores options in between.",
      "steps": [
        "Sketch thumbnails on paper or in Krita",
        "Scan or export clean line art",
        "Generate variations with a ControlNet line-art model in ComfyUI or Krita AI Diffusion",
        "Pick one as a color and light study",
        "Repaint fully by hand on a new layer"
      ],
      "tools_used": [
        "controlnet",
        "krita-ai-diffusion",
        "comfyui"
      ],
      "affiliate": false,
      "sponsored": false,
      "featured": false,
      "status": "active",
      "last_verified": "2026-10-15",
      "added": "2026-10-15",
      "sources": [
        "https://brushbeatbyte.com/listing/sketch-controlnet-paint-over/"
      ],
      "page": "https://brushbeatbyte.com/listing/sketch-controlnet-paint-over/"
    },
    {
      "id": "sonible-smart-eq",
      "slug": "sonible-smart-eq",
      "type": "plugin",
      "title": "sonible smart:EQ",
      "url": "https://www.sonible.com/smarteq/",
      "medium": [
        "music"
      ],
      "category": "Mixing",
      "platforms": [
        "Windows",
        "macOS"
      ],
      "pricing_model": "paid",
      "data_provenance": "unknown",
      "ai_role": "assist",
      "craft_tags": [
        "mixing"
      ],
      "summary_own_words": "An EQ plugin that analyzes a track and proposes a corrective curve, with group processing across multiple tracks.",
      "why_hybrid": "Gets a balanced starting curve so the engineer can focus on creative EQ moves.",
      "affiliate": false,
      "sponsored": false,
      "featured": false,
      "status": "active",
      "last_verified": "2026-10-15",
      "added": "2026-10-15",
      "sources": [
        "https://www.sonible.com/smarteq/"
      ],
      "page": "https://brushbeatbyte.com/listing/sonible-smart-eq/"
    },
    {
      "id": "stable-diffusion-web-ui-automatic1111",
      "slug": "stable-diffusion-web-ui-automatic1111",
      "type": "tool",
      "title": "Stable Diffusion web UI (AUTOMATIC1111)",
      "url": "https://github.com/AUTOMATIC1111/stable-diffusion-webui",
      "medium": [
        "art"
      ],
      "category": "Image generation",
      "platforms": [
        "Windows",
        "macOS",
        "Linux"
      ],
      "pricing_model": "open-source",
      "data_provenance": "open",
      "ai_role": "generate",
      "craft_tags": [
        "img2img"
      ],
      "summary_own_words": "A widely used open-source browser interface for running Stable Diffusion models locally, with a large extension ecosystem.",
      "why_hybrid": "Img2img and inpainting let artists feed in their own drawings as the starting point.",
      "affiliate": false,
      "sponsored": false,
      "featured": false,
      "status": "active",
      "last_verified": "2026-10-15",
      "added": "2026-10-15",
      "sources": [
        "https://github.com/AUTOMATIC1111/stable-diffusion-webui"
      ],
      "page": "https://brushbeatbyte.com/listing/stable-diffusion-web-ui-automatic1111/"
    },
    {
      "id": "steinberg-spectralayers",
      "slug": "steinberg-spectralayers",
      "type": "tool",
      "title": "Steinberg SpectraLayers",
      "url": "https://www.steinberg.net/spectralayers/",
      "medium": [
        "music"
      ],
      "category": "Spectral editing",
      "host_apps": [
        "Cubase"
      ],
      "platforms": [
        "Windows",
        "macOS"
      ],
      "pricing_model": "paid",
      "data_provenance": "unknown",
      "ai_role": "transform",
      "craft_tags": [
        "editing",
        "restoration"
      ],
      "summary_own_words": "A spectral audio editor with AI-driven unmixing of voices, drums and other sources, plus hands-on spectral painting tools.",
      "why_hybrid": "Machine unmixing paired with manual spectral brushes, so the editor refines what the model separates.",
      "affiliate": false,
      "sponsored": false,
      "featured": false,
      "status": "active",
      "last_verified": "2026-10-15",
      "added": "2026-10-15",
      "sources": [
        "https://www.steinberg.net/spectralayers/"
      ],
      "page": "https://brushbeatbyte.com/listing/steinberg-spectralayers/"
    },
    {
      "id": "sung-guide-vocal-synth-comp",
      "slug": "sung-guide-vocal-synth-comp",
      "type": "workflow",
      "title": "Sung guide → vocal synth → comp",
      "url": "https://brushbeatbyte.com/listing/sung-guide-vocal-synth-comp/",
      "medium": [
        "music",
        "games"
      ],
      "category": "Workflow",
      "data_provenance": "unknown",
      "ai_role": "assist",
      "craft_tags": [
        "vocals",
        "game audio"
      ],
      "summary_own_words": "Sing a guide melody yourself, program harmonies or alternate voices in a vocal synth, then comp and mix them with the real take.",
      "why_hybrid": "Melody, phrasing and the lead performance come from a human singer.",
      "steps": [
        "Record a guide vocal",
        "Enter melody and lyrics in Synthesizer V or ACE Studio for harmonies",
        "Tune expression parameters by hand",
        "Comp and mix with the original lead"
      ],
      "tools_used": [
        "synthesizer-v",
        "ace-studio"
      ],
      "affiliate": false,
      "sponsored": false,
      "featured": false,
      "status": "active",
      "last_verified": "2026-10-15",
      "added": "2026-10-15",
      "sources": [
        "https://brushbeatbyte.com/listing/sung-guide-vocal-synth-comp/"
      ],
      "page": "https://brushbeatbyte.com/listing/sung-guide-vocal-synth-comp/"
    },
    {
      "id": "suno",
      "slug": "suno",
      "type": "tool",
      "title": "Suno",
      "url": "https://suno.com/",
      "medium": [
        "music"
      ],
      "category": "Song generation",
      "platforms": [
        "Web",
        "iOS",
        "Android"
      ],
      "pricing_model": "freemium",
      "data_provenance": "unknown",
      "ai_role": "generate",
      "craft_tags": [
        "demoing"
      ],
      "summary_own_words": "A text-to-song service that generates full tracks with vocals from prompts and lyrics.",
      "why_hybrid": "Some songwriters use it to demo lyrics before re-recording with real players; on its own it is not hybrid.",
      "affiliate": false,
      "sponsored": false,
      "featured": false,
      "status": "active",
      "last_verified": "2026-10-15",
      "added": "2026-10-15",
      "sources": [
        "https://suno.com/"
      ],
      "page": "https://brushbeatbyte.com/listing/suno/"
    },
    {
      "id": "synplant-2",
      "slug": "synplant-2",
      "type": "plugin",
      "title": "Synplant 2",
      "url": "https://soniccharge.com/synplant",
      "medium": [
        "music"
      ],
      "category": "Synthesis",
      "platforms": [
        "Windows",
        "macOS"
      ],
      "pricing_model": "paid",
      "data_provenance": "unknown",
      "ai_role": "generate",
      "craft_tags": [
        "synthesis",
        "sound design"
      ],
      "summary_own_words": "A synth plugin from Sonic Charge whose Genopatch feature listens to a sample and grows synth patches that resemble it.",
      "why_hybrid": "You still breed, mutate and play the patches; the model only gives you a starting seed.",
      "affiliate": false,
      "sponsored": false,
      "featured": false,
      "status": "active",
      "last_verified": "2026-10-15",
      "added": "2026-10-15",
      "sources": [
        "https://soniccharge.com/synplant"
      ],
      "page": "https://brushbeatbyte.com/listing/synplant-2/"
    },
    {
      "id": "synthesizer-v",
      "slug": "synthesizer-v",
      "type": "tool",
      "title": "Synthesizer V",
      "url": "https://dreamtonics.com/synthesizer-v/",
      "medium": [
        "music"
      ],
      "category": "Vocal synthesis",
      "platforms": [
        "Windows",
        "macOS",
        "Linux"
      ],
      "pricing_model": "freemium",
      "data_provenance": "consented",
      "ai_role": "generate",
      "craft_tags": [
        "vocals",
        "composition"
      ],
      "summary_own_words": "Dreamtonics' singing voice synthesis software, using voice databases built from recorded singers.",
      "why_hybrid": "Writers program every note, lyric and expression, much like editing MIDI.",
      "affiliate": false,
      "sponsored": false,
      "featured": false,
      "status": "active",
      "last_verified": "2026-10-15",
      "added": "2026-10-15",
      "sources": [
        "https://dreamtonics.com/synthesizer-v/"
      ],
      "page": "https://brushbeatbyte.com/listing/synthesizer-v/"
    },
    {
      "id": "topaz-gigapixel",
      "slug": "topaz-gigapixel",
      "type": "tool",
      "title": "Topaz Gigapixel",
      "url": "https://www.topazlabs.com/gigapixel",
      "medium": [
        "art"
      ],
      "category": "Upscaling",
      "host_apps": [
        "Photoshop",
        "Lightroom"
      ],
      "platforms": [
        "Windows",
        "macOS"
      ],
      "pricing_model": "paid",
      "data_provenance": "unknown",
      "ai_role": "transform",
      "craft_tags": [
        "printmaking",
        "scanning"
      ],
      "summary_own_words": "Desktop and plugin software from Topaz Labs that enlarges images using AI models while trying to keep detail.",
      "why_hybrid": "Useful for scaling scanned traditional work or small digital paintings up to print size.",
      "affiliate": false,
      "sponsored": false,
      "featured": false,
      "status": "active",
      "last_verified": "2026-10-15",
      "added": "2026-10-15",
      "sources": [
        "https://www.topazlabs.com/gigapixel"
      ],
      "page": "https://brushbeatbyte.com/listing/topaz-gigapixel/"
    },
    {
      "id": "tripo",
      "slug": "tripo",
      "type": "tool",
      "title": "Tripo",
      "url": "https://www.tripo3d.ai/",
      "medium": [
        "games"
      ],
      "category": "3D generation",
      "platforms": [
        "Web"
      ],
      "pricing_model": "freemium",
      "data_provenance": "unknown",
      "ai_role": "generate",
      "craft_tags": [
        "3D modeling"
      ],
      "summary_own_words": "A text- and image-to-3D model generator aimed at game and 3D artists.",
      "why_hybrid": "A quick blockout source; artists still handle topology, UVs and final texture.",
      "affiliate": false,
      "sponsored": false,
      "featured": false,
      "status": "active",
      "last_verified": "2026-10-15",
      "added": "2026-10-15",
      "sources": [
        "https://www.tripo3d.ai/"
      ],
      "page": "https://brushbeatbyte.com/listing/tripo/"
    },
    {
      "id": "udio",
      "slug": "udio",
      "type": "tool",
      "title": "Udio",
      "url": "https://www.udio.com/",
      "medium": [
        "music"
      ],
      "category": "Song generation",
      "platforms": [
        "Web"
      ],
      "pricing_model": "freemium",
      "data_provenance": "unknown",
      "ai_role": "generate",
      "craft_tags": [
        "demoing"
      ],
      "summary_own_words": "A web service that generates music and vocals from text prompts.",
      "why_hybrid": "Useful as a sketchpad for arrangements that musicians then rebuild by hand.",
      "affiliate": false,
      "sponsored": false,
      "featured": false,
      "status": "active",
      "last_verified": "2026-10-15",
      "added": "2026-10-15",
      "sources": [
        "https://www.udio.com/"
      ],
      "page": "https://brushbeatbyte.com/listing/udio/"
    },
    {
      "id": "unity-ai",
      "slug": "unity-ai",
      "type": "tool",
      "title": "Unity AI",
      "url": "https://unity.com/products/ai",
      "medium": [
        "games"
      ],
      "category": "Engine assistant",
      "host_apps": [
        "Unity"
      ],
      "platforms": [
        "Windows",
        "macOS"
      ],
      "data_provenance": "unknown",
      "ai_role": "assist",
      "craft_tags": [
        "prototyping"
      ],
      "summary_own_words": "Unity's AI features built into the Unity Editor for assistance, asset generation and in-editor help.",
      "why_hybrid": "Lives inside the engine, where designers still assemble and tune everything by hand.",
      "affiliate": false,
      "sponsored": false,
      "featured": false,
      "status": "active",
      "last_verified": "2026-10-15",
      "added": "2026-10-15",
      "sources": [
        "https://unity.com/products/ai"
      ],
      "page": "https://brushbeatbyte.com/listing/unity-ai/"
    },
    {
      "id": "vizcom",
      "slug": "vizcom",
      "type": "tool",
      "title": "Vizcom",
      "url": "https://www.vizcom.ai/",
      "medium": [
        "art"
      ],
      "category": "Sketch to render",
      "platforms": [
        "Web",
        "iPad"
      ],
      "pricing_model": "freemium",
      "data_provenance": "unknown",
      "ai_role": "transform",
      "craft_tags": [
        "industrial design",
        "sketching"
      ],
      "summary_own_words": "A tool for industrial and product designers that turns hand sketches into rendered images and 3D-like visuals.",
      "why_hybrid": "Built around the designer's own sketch as the input, not a text prompt.",
      "affiliate": false,
      "sponsored": false,
      "featured": false,
      "status": "active",
      "last_verified": "2026-10-15",
      "added": "2026-10-15",
      "sources": [
        "https://www.vizcom.ai/"
      ],
      "page": "https://brushbeatbyte.com/listing/vizcom/"
    }
  ]
}