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TOPIC50 stories

Pipeline

Umbrella tag for multi-tool creative workflows. Prefer the narrower sub-tags multi-tool-workflow or creative-production. Use this only when a story spans both and a more specific tag does not fit.

WORKFLOW25th September
Higgsfield tests AI animation timing and camera moves in Blender

Higgsfield described using Blender to test timing and camera moves for difficult shots before generation. Its pipeline combines hand-drawn storyboards, character sheets, Blender blockouts, Claude prompting, and Seedance 2.5.

WORKFLOW21st September
A solo creator is making a 35-minute AI microdrama

Rainisto reports completing 20 minutes of a planned 35-minute dialogue-led drama at roughly €100 and one hour per finished minute.

NEWS19th September
Magnific releases Javi López’s 17-minute AI horror pilot

Magnific released Backrooms Nemoris: It Eats Light, a 17-minute horror pilot by Javi López. The company says production generated 12 hours of footage; separate reporting puts the run at more than 7,000 generations and roughly $20,000 in tok

WORKFLOW1w ago
A fly-brain simulation designs a buildable guitar

A 166,700-neuron fly-brain simulation placed a guitar body and headstock while scale-length math constrained the neck. Related tests used the system to draw between 23 anchor points and turn neural spikes into a 643-note performance.

WORKFLOW2w ago
InVideo Agent Two produces a nearly 4-minute AI trailer with playbooks

A creator used InVideo Agent Two to make a nearly four-minute trailer using a script, character and location sheets, visual references, and a project playbook. The workflow iterated Seedance 2.5 shots before final editing.

WORKFLOW2w ago
GPT-6 Astra users build editable Blender models from photos, plans, and scans

Creators report using GPT-6 Astra, reference materials, and Blender to build editable 3D models. Reported results include an 11-minute studio model, a 3D-printable replacement part, and a cleaned RealityScan mesh.

WORKFLOW3w ago
Higgsfield claims GPT-6 Astra builds 3D walkthroughs from floor plans

Higgsfield says GPT-6 Astra reconstructed a floor plan in Blender, furnished and lit it, then ray-traced a walkthrough in Supercomputer. A separate company demo shows a playable FPS made with the approach, but the evidence comes from vendor demonstrations rather than independent tests.

RELEASE3w ago
Higgsfield adds Blender camera paths for AI-video takes

Higgsfield's Blender plugin lets creators set camera paths, actor placement, and timing before generating AI-video takes. A phone can also serve as a virtual camera while Blender supplies the scene.

WORKFLOW3w ago
InVideo Editor adds editable timelines for Agent Two edits

A creator used InVideo’s Agent Two to plan a nearly four-minute film, then moved generated and uploaded footage into an editable timeline. The editor agent assembles footage from natural-language instructions while preserving manual control.

NEWS3w ago
Infinite Slop adds viewer voting to its live AI-video queue

Infinite Slop now lets viewers upvote what its AI-video stream generates next and has passed 2,000 concurrent viewers. Its creator says the project would cost about $200,000 a month without FAL sponsorship.

WORKFLOW4w ago
Creators report MiniMax H3 Max makes 15-second clips in under 15 seconds

Creators report that MiniMax H3 Max can produce a 15-second clip in under 15 seconds. They say stitching video and audio becomes the bottleneck; one Fal-agent workflow generated a 67-second H3 Max and Nano Banana Pro clip in two minutes.

DEAL4w ago
DIT AI launches API routing across 50+ models by price

DIT AI says its OpenAI-compatible API routes text, image, and video calls among more than 50 models and 160 providers. The company claims typical costs 30–70% below official API pricing; that savings figure is vendor-reported.

RELEASE1mo ago
SpAItial opens partner beta for iPhone-captured multi-room 3D worlds

SpAItial is recruiting creative partners for a beta that turns simple iPhone recordings into consistent multi-room 3D worlds. The company describes the system as a generative world model.

RELEASE1mo ago
Topaz releases Hyperion 2.5 for 8-bit AI video-to-HDR conversion

Topaz says Hyperion 2.5 converts 8-bit AI footage into HDR video. Astra now exports ProRes 10-bit, EXR 16-bit, and H.265 10-bit; Topaz Video support is planned.

RELEASE1mo ago
Stages releases V5 editor rebuild for agent-controlled creative work

Stages says V5 gives VIDX and SIGNAL shared editor intelligence, durable command history, deterministic CUE actions, and safe replay. Stages Connect can control TouchDesigner, Blender, After Effects, and Unity through MCP.

RELEASE1mo ago
Seedance 2.5 rolls out across creator platforms with 30-second generation

Posts from Newtake, Lovart, Photo AI, Dreamina, Magnific, and Stages AI show Seedance 2.5 landing or nearing launch across video tools. Evidence includes 30-second generation, 3-minute extension, reference assets, 720p plans, and 4K upscaling add-ons.

WORKFLOW1mo ago
Hedra Agent 2 builds a 30-second video pipeline from one prompt

A creator demo shows Hedra Agent 2 turning an AI-restaurant idea into research, brief, script, characters, environments, and a final 30-second video inside one Space. The workflow reduces tool-hopping.

RELEASE1mo ago
InVideo Agent Two adds Notebooks for manual video control

InVideo says Agent Two now lets creators move from agent chat into Notebooks for manual control over image, video, sound, and music while keeping project context. Creators used Notebooks to store scripts, character sheets, locations, and references.

RELEASE1mo ago
Invideo Agent Two adds project memory for 1-minute short-film assets

Creator demos show Agent Two carrying character sheets, locations, scripts, images, video, and audio through a one-minute sci-fi sequence. The stated goal is less re-explaining between shots and more continuity across scenes.

WORKFLOW1mo ago
Seedance creators use 720p Explore mode to cut video iteration costs

One Seedance 2 creator said longer brand work cost almost $10,000 over months. Others say 720p Explore mode on Max can still rough in shots at no cost before higher-resolution regenerations.

WORKFLOW2mo ago
AI video creators report $12 avatar tutorials and two-day agent runs

Creators posted concrete pipeline notes for Stages AI, LTX, inVideo, Seedance, Firefly, and Opus 5. Reports included a $12 avatar tutorial, two-day agent runs, and QC loops for short films.

RELEASE2mo ago
Stages AI shows VIDX BYOK cost controls for Aleph 2 credits

Stages AI demoed VIDX color grading with AI, traditional editing, adjustment layers, and Aleph 2 usage through Stages credits instead of direct Runway accounts. Dustin Hollywood also teased STAGES PRO v5 creator workflows and presets.

NEWS2mo ago
Advertisers report Meta ad sets stop spending without errors

Advertisers posted reports of active Meta ad sets that stopped spending without errors and disabled settings that reappeared after publishing. Reported workarounds included duplicating ad sets and account-level display restrictions.

RELEASE2mo ago
StudioX adds three-source live streaming for HDMI, iPhone, and webcam feeds

Stages AI says the StudioX build connects HDMI cameras, wireless iPhones, and webcams for live switching, isolated V2V feeds, and real-time AI generation. The company says it is production-ready for STAGES PRO v5 this fall.

RELEASE2mo ago
Stages AI previews STUDIOX for real-time V2V production

Dustin Hollywood says Stages AI V5 will stream iPhone or Fuji footage into real-time generators for V2V production. The preview includes mocap, depth-map rigging, Gaussian splats, and AR/VR worldbuilding.

WORKFLOW2mo ago
Nick Launches rebuilds backend after reaching 21k users

Nick Launches said the product outgrew its rushed May backend at 21k users and moved to a cleaner NextJS setup using dirstarter, better-auth, and oRPC. Week 11 updates listed 85 live launches and new directory filters, making it a concrete post-MVP refactor case rather than a launch demo.

WORKFLOW2mo ago
Binghott claims Meta CBO campaign spent $1.5M+ in 30 days

Binghott says one Meta CBO campaign on Incremental Attribution spent more than $1.5M in 30 days at 5% lower cost per conversion. A follow-up screenshot showed $823,110 in June spend across 1,532 ads, with 200+ above $1,000.

WORKFLOW2mo ago
Pika Director’s Suite generates shots from locked keyframes and scripts

Pika showed Director’s Suite generating shots from locked keyframes, scripts, palettes, and art direction. Creator demos framed it as an agent-style short-film workspace with project memory and edits.

RELEASE2mo ago
Pika opens Director’s Suite as an invite-only agent video workspace

Pika launched invite-only access to Director’s Suite, an agent-run video workspace with shot lists, character and location references, timeline controls, and chat. Early demos show Claude-driven planning inside the suite.

WORKFLOW2mo ago
Stages AI creators test GraphX and CUE workflows for reusable characters

Dustin Hollywood showed Stages AI workflows that reuse character sheets across GraphX, image/video generation, posters, and editors. Later posts previewed GraphX containers plus CUE motion, LUT, action, and batch-generation systems.

WORKFLOW3mo ago
VibeStreaming supports YouTube Live loops without OBS or manual restarts

A small VibeStreaming test has been running since June 3 with local video routed through a server into YouTube Live without OBS or manual restarts. The linked repo packages 24/7 livestream automation for Windows, but it still depends on a running PC or private server.

RELEASE3mo ago
Magnific launches Agents, MCP, and Flows

Magnific unveiled Agents, MCP integrations, and reusable Flows templates during Upscale Conf and made them live immediately. Teams can use the new setup to turn one-off image workflows into shared, editable production systems.

WORKFLOW5mo ago
Higgsfield claims a 23-minute sci-fi pilot made in 4 days with Seedance 2.0

Higgsfield said a team made a 23-minute sci-fi pilot in four days, and a public breakdown detailed moodboards, Blender blocking, Claude prompts, and XML edit handoff. The pipeline matters because it handles multi-director planning, voice consistency, and post.

RELEASE5mo ago
Stages AI opens public access May 1 with Script-to-Prompt tools

Stages AI posts said public access opens May 1 and highlighted Script-to-Prompt, tutorial agents, and the Chaos Baby three-image remix tool. Most detail came from creator demos rather than a full product doc, so the release picture is still partial.

NEWS5mo ago
Luma launches Innovative Dreams with Moses and hybrid film production

Luma and Wonder Project launched Innovative Dreams and announced Moses starring Ben Kingsley for Prime Video. The package combines performance capture, virtual production, and generative tools in a studio workflow instead of standalone demos.

WORKFLOW5mo ago
Runway claims one creator finished a short ad in one afternoon

Runway said one creator finished a short ad in one afternoon, while others published 2-5 minute AI films and shared their stacks. The posts quantified longer production runs, from 398,055 Seedance credits across 113 scenes to multi-tool film pipelines.

NEWS5mo ago
Gossip Goblin launches The Patchwright on YouTube with Seedance fantasy footage

Gossip Goblin released The Patchwright on YouTube after teasing a Seedance-built fantasy short. Creators are using Seedance stacks for multi-minute story scenes and even full-film planning.

WORKFLOW5mo ago
Seedance 2.0 supports 2-photo shots and multi-character refs

Creators shared Seedance 2.0 workflows across Freepik, Topview, Dreamina, OpenArt, Arcads, and InVideo, from 2-photo shots to multi-character scenes and scripted one-take prompts. Reuse reference images, timed prompt blocks, and cleanup passes if you want more consistent results than one-shot generation.

WORKFLOW5mo ago
Seedance 2.0 supports voice-stable style flips with 3 image refs and 1 audio track

Creators showed Seedance 2.0 keeping the same voice across language and film-style changes, while others shared POV battle prompts, real-to-anime transitions, and rapid-cut sequences. These posts outline repeatable ways to control pacing, continuity, and reference-driven motion, so creators can borrow the workflows for short-form scenes.

RELEASE5mo ago
Figma relaunches Weave with 20-plus AI workflow templates

Figma reintroduced Weave as a builder for image, video, 3D, and other AI workflows and published more than 20 community templates. The push centers on workflow experiments, so users should try the new templates as Weave moves deeper into the canvas.

WORKFLOW5mo ago
UXDesign thread compares Claude, Framer and Rive for prototype polish

Designers said AI-assisted coding can get flows working but still needs help on multi-step interactions, so they compared Claude chats, code examples, and manual tweaks. If you are polishing micro-interactions, check the Framer, Rive, and Figma Smart Animate recommendations before picking a build path.

PROMPT5mo ago
Creator publishes 20-prompt NotebookLM research system for 500-page source packs

A creator published a 20-prompt NotebookLM workflow covering source onboarding, contradiction checks, evidence audits, executive briefs, timelines, and final synthesis across large document sets. The post matters because it turns long research packs into structured material for scripts, essays, and briefs, but the evidence comes from a single public thread rather than a NotebookLM product update.

WORKFLOW5mo ago
Ozan Sihay releases 7-minute AI short film with Seedance 2.0 and Kling 3.0

Turkish creator Ozan Sihay released a seven-minute one-person AI short film built with Seedance 2.0, Kling 3.0, Nano Banana 2, Runway, HeyGen, Suno, and CapCut. The film matters because it turns Seedance’s weak face realism into a masked-character design rule and shows the planning graph behind the finished cut.

WORKFLOW5mo ago
Dreamina users test Seedance 2.0 in 100-image planning workflows for 2-4s clips

Creator workflows pair a Luma agent and Nano Banana still batches with repeated Seedance 2.0 generations to turn selected references into 2-4 second shots. The same pattern is being used for helicopter action, retro cartoons, and larger prompt packs.

RELEASE5mo ago
Meshy launches MCP for rigging, retexture, remesh, animation, and 3D print tools

Meshy released an MCP package that extends agent-based 3D generation into rigging, retexturing, remeshing, animation, and printing. That matters because the workflow now reaches past model creation into post-processing, with npm install and OpenClaw distribution already live.

WORKFLOW5mo ago
Creators report Seedance 2.0 handles 15s beat-by-beat prompts for sports, fantasy, horror, cartoons

Creators shared repeatable Seedance 2.0 templates that script camera moves and action beats second by second across realism, sports, fantasy, horror, and cartoon tests. Try the templates if you want tighter scene timing; access is still rolling out in Dreamina by region, so results and availability vary.

NEWS5mo ago
Adobe Firefly previews Text to 3D at Runway AI Summit NYC

Summit attendees posted a preview of Firefly generating 3D objects from text, and creators also showed a Boards-based short-film pipeline built in Firefly. Try the workflow if you want one setup for asset generation, background removal, scene layout, and reference-driven animation.

WORKFLOW5mo ago
Amir Mushich introduces Nano Banana brand-asset pipelines for mockups and embossed logos

Amir Mushich shared a reference-image mockup generator and a long embossed-metal logo prompt for Nano Banana, both aimed at turning one brand input into repeatable asset sets. Try the recipes if you need packaging or identity visuals with explicit slots for brand names, colors, and reference files.

DEAL6mo ago
Topview AI adds unlimited Seedance 2.0 generations to Business Annual Plan, 47% off

Topview’s Business Annual Plan now includes unlimited Seedance 2.0 generations, with discounts up to 47%. Creators are using the offer for cartoon, fantasy, and horror tests, but access still varies across Topview, Dreamina, and CapCut workflows.

WORKFLOW6mo ago
OpenClaw adds WayinVideo AI Clipping skill for 10 Shorts from one YouTube link

A new ClawHub skill lets OpenClaw watch a YouTube video, pick highlights, add captions, and return 9:16 Shorts through Telegram or the WayinVideo dashboard. Use it to repurpose podcasts, streams, and lectures without manual editing, but you need a WayinVideo API key.

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