§ · The workbench

Workflows, from the edit room.

Methods for planning, generating and finishing images. The collection combines working practices with analysis of new tools; each article describes what was tried, what comes from documentation, and what remains a judgement. Start with the task you need to solve.

35 guides · Production methods · Updated continuously
The Art of AI Storytelling

September 10, 2026

The Art of AI Storytelling

AI storytelling videos all look the same because the idea is lazy, not the model. The story sheet I fill in before a single frame is generated.

How to Use Higgsfield Genjutsu Without Going Broke

September 08, 2026

How to Use Higgsfield Genjutsu Without Going Broke

Genjutsu recasts a shot and keeps the camera move. What it costs per clip, the cheap-first order I run, and two numbers Higgsfield contradicts.

Don't Install Claude Skills Until You Check This File

September 07, 2026

Don't Install Claude Skills Until You Check This File

Five Claude skills opened repo by repo on September 7. One hides a 4K video exporter in neither manual. The file check I run before installing.

You Can't Edit YouTube's New AI Dubs (Big Problem)

September 07, 2026

You Can't Edit YouTube's New AI Dubs (Big Problem)

YouTube auto dubbing is on by default in 27 languages, and Google's own page says you cannot edit the result. What that costs you on paid work.

Remotion vs. AI: Why you need code for professional video

September 03, 2026

Remotion vs. AI: Why you need code for professional video

Remotion renders video from React code instead of guessing it. The install, the 11 Claude Code agent skills, and the campaign job no AI model can do.

Blender MCP and Claude: A Director's Analysis

September 02, 2026

Blender MCP and Claude: A Director's Analysis

Higgsfield put Blender MCP behind an agent bridge. It does not model, it blocks out, and cheap blockout changes what gets decided before a shoot day.

Sora 2 API Shuts Down Sept 24: Where Producers Go Next

September 01, 2026

Sora 2 API Shuts Down Sept 24: Where Producers Go Next

The Sora 2 API is removed on September 24 and OpenAI named no replacement. What a working pipeline loses, and why the swap should take an afternoon.

Claude Skills Weekly: The README Line That Changed My Answer

August 31, 2026

Claude Skills Weekly: The README Line That Changed My Answer

Five Claude skills opened and counted on August 31, plus the number I promised and did not want: fifteen of thirty five patterns were in my own posts.

Gemini Omni Flash: Your 4K Is an Upscale Anyway

August 31, 2026

Gemini Omni Flash: Your 4K Is an Upscale Anyway

Google's new video model charges ten times more for 4K than for a 360p draft. Its own API docs call that 4K an upscale. Here is how I read the tier list.

DALL-E Retirement: Don't Lose Your AI Prompts

August 24, 2026

DALL-E Retirement: Don't Lose Your AI Prompts

The DALL-E GPT is off inside ChatGPT. What dies is the prompt record, not the picture, and a six step archive rule from post keeps yours alive.

Claude Skills Weekly: Five Checked, One Left Rotting

August 22, 2026

Claude Skills Weekly: Five Checked, One Left Rotting

Five Claude skills opened and counted on August 22, not recalled from memory, plus the copy on my own drive that had sat five months out of date.

Seedance Copyright Filters: They Fail the Wrong People

August 22, 2026

Seedance Copyright Filters: They Fail the Wrong People

ByteDance signed with the MPA and the guardrails are output filters. They rarely stop the person copying Iron Man. They stop the shot due on Friday.

AI Search: Why I Stopped Writing Pages That Answer

August 22, 2026

AI Search: Why I Stopped Writing Pages That Answer

When the answer is a number, the chatbot keeps the click. So I built a calculator instead, with every data rate traced back to a published document.

AI Watermark Rules: Your Export Strips the Credential

August 20, 2026

AI Watermark Rules: Your Export Strips the Credential

The EU marking duty is live and the vendors did their half. The other half breaks the first time you export a master. What changes in delivery, step by step.

Seedance 2.5 1080p: The Upgrade Costs You 10 Seconds

August 16, 2026

Seedance 2.5 1080p: The Upgrade Costs You 10 Seconds

The 1080p trial caps generations at 20 seconds while the model natively runs 30. Why that trade goes the wrong way, plus the one delivery worth paying for.

Higgsfield Emotion Wheel: Why Naming a Feeling Fails

August 13, 2026

Higgsfield Emotion Wheel: Why Naming a Feeling Fails

Thirty second generations, fifty reference images, an era selector, and one feature a director should handle carefully. Naming a feeling is a weak note.

AI Video Editing: The Model Cannot Pick the Take

August 12, 2026

AI Video Editing: The Model Cannot Pick the Take

Premiere's AI Assistant, Object Mask and silence removal already work. Choosing which take carries the scene is still the call no model makes for you.

Claude Code Agents: The Gauntlet Loop I Run on Real Work

August 12, 2026

Claude Code Agents: The Gauntlet Loop I Run on Real Work

Every executor gets a harsh verifier, and the loop only stops when all of them are wowed. I show the prompt structure, the four fixes and where to cap it.

3D Scroll Animation Website: How I Built One With AI

August 12, 2026

3D Scroll Animation Website: How I Built One With AI

A labor lawyer in Santos got a site where the camera flies into a port at night. The pipeline behind it, plus the one rule that breaks the whole effect.

Seedance 2.5 Prompting: A Director's Working Method

August 09, 2026

Seedance 2.5 Prompting: A Director's Working Method

The 50 reference slots, the 30 second pass and region editing, read as a call sheet. Where the model pays you back and where it burns credits twice.

AI Filmmaking Workflow: Block the Shot Before You Prompt

August 05, 2026

AI Filmmaking Workflow: Block the Shot Before You Prompt

Autodesk put a 3D stage, camera tracks and blocking into Flow Studio. What changes on a shot when you stop arguing with a model and place the lens yourself.

Higgsfield AI Tutorial: Real Jobs, Not a Demo Reel

July 17, 2026

Higgsfield AI Tutorial: Real Jobs, Not a Demo Reel

Which model for which shot, how to prompt like a camera department, and the four stages that happen before anyone types a word into the tool.

Premiere Pro AI: Finally, A Real Workflow Upgrade

March 15, 2026

Premiere Pro AI: Finally, A Real Workflow Upgrade

Object Mask tracks a subject from one click, on device, at no extra cost. Plus the beta tools Adobe just showed for the timeline at IBC 2026.

DaVinci Resolve Magic Color: What It Fixes On Its Own

March 15, 2026

DaVinci Resolve Magic Color: What It Fixes On Its Own

Magic Color, Magic Mask and Colourlab as an OFX plugin. Which shots they clean up on their own, before a colorist ever touches the trackballs on a job.

The Secret to Directing AI

March 15, 2026

The Secret to Directing AI

Most AI filmmaking prompts fail because nobody directed them. Eight control layers, written in the language you would use to brief a cinematographer.

The Truth About Claude Skills: What You Need to Know

March 15, 2026

The Truth About Claude Skills: What You Need to Know

A skill is a folder holding a SKILL.md file. It became an open standard in December 2025, and rival tools now read the same file. What that changes.

AI Video Prompts: The Camera Language Models Obey

March 15, 2026

AI Video Prompts: The Camera Language Models Obey

Dolly in, rack focus, crane down, motivated practicals. The terms a camera crew uses every day change what an AI video model gives back. Full list inside.

I Failed ComfyUI Twice. This Changed Everything

March 15, 2026

I Failed ComfyUI Twice. This Changed Everything

The node graph kept most directors out of ComfyUI for two years. App Mode turns any workflow into a clean interface you can share with a single link.

DaVinci Resolve AI: Paid Studio vs Free

March 15, 2026

DaVinci Resolve AI: Paid Studio vs Free

IntelliScript, SmartSwitch and the Audio Assistant put against the free build. Which Resolve AI tools justify paying for Studio, and which get switched off.

Why I Use ElevenLabs for Paid Video Work

March 15, 2026

Why I Use ElevenLabs for Paid Video Work

ADR without booking a studio, dubbing that keeps the performer's voice, one shoot versioned across 90 languages. Where each holds up and where it breaks.

Claude vs ChatGPT vs Gemini: Which Writes Better Briefs

March 15, 2026

Claude vs ChatGPT vs Gemini: Which Writes Better Briefs

One model writes treatments that read as authored, one runs structured client work, one reads reference images. Route the task instead of picking a favorite.

Stop Using Runway Until You See This: Kling Motion Control

March 15, 2026

Stop Using Runway Until You See This: Kling Motion Control

Kling published a 1,667% win rate over Runway Act-Two. The benchmark is marketing. Multi shot from one prompt is the part that held up on real work.

Midjourney for Pitch Decks: Ditch Pinterest

March 15, 2026

Midjourney for Pitch Decks: Ditch Pinterest

How to prompt Midjourney with a reference image and build a concept board a client can approve, instead of assembling one more Pinterest moodboard.

The Truth About Using Midjourney for Professional Work

March 15, 2026

The Truth About Using Midjourney for Professional Work

Draft Mode halves the credits at ten times the speed. The video model needs three hours per generation. What a director keeps and what he skips.

AI Automation: The Top Use Case in 10,000 Workflows

March 15, 2026

AI Automation: The Top Use Case in 10,000 Workflows

Zapier looked at 10,000 AI workflows and lead management won, not content. Where to put automation so it lands on the revenue path instead of near it.