The Commercial Pipeline
Brief → Seedance → DaVinci → delivery. The full production board from a real car campaign, every prompt and node included.
Members · Q4 2026
The library · 86 pages · free with an account · paid guides $99
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Claude code
16 pages · 372 min
The Terminal-First Post WorkflowIngest, analyse, cut and deliver without opening a single panel until the timeline already exists.30 min · members
Build Your First MCP ServerWhat an MCP server really is, the smallest one that does something useful, and how to point Claude at it.25 min · members
When to Spawn a SubagentSubagents look free and are not. The three situations where one pays for itself, and the many where it does not.18 min · members
Hooks: Automating What You Keep ForgettingPre and post hooks as a safety net: blocking the command you always regret, formatting on save, warning before a spend.22 min · members
Skills Beat PromptsWhy a written skill outperforms a long prompt, and how to turn a workflow you repeat into one.20 min · members
A CLAUDE.md That Gets FollowedMost project instructions are ignored because of how they are written. The structure that survives a long session.16 min · members
Routing Work to Local ModelsWhich jobs belong on your own machine, which need the big model, and how to split them without thinking about it.26 min · members
The Token Economy of a Long SessionWhere a session's budget actually goes, and the handful of habits that cut it by more than half.22 min · members
Autonomous Loops Without Burning BudgetLetting an agent run unattended: stop conditions, heartbeat intervals, and the failure modes that cost real money.24 min · members
Context Window DisciplineThe last twenty percent of a context window is where refactors go wrong. How to plan around it.15 min · members
A Repo an Agent Can Actually Work InNaming, structure and documentation choices that decide whether an agent is useful in your codebase or lost in it.28 min · members
Running Agents in ParallelSplitting independent work across agents, and the coordination cost that eats the gain if you get it wrong.20 min · members
Debugging With an AgentReplacing print statements with a reasoning loop: how to describe a bug so it gets found instead of guessed at.22 min · members
Automation That Survives an OS UpdateScheduled jobs, launch agents and the small decisions that keep them alive after your machine restarts.18 min · members
Command Line Tools Every Creative Should Knowffmpeg, exiftool, rsync and six others that replace an afternoon of clicking with one line.26 min · members
The Claude Resolve StackOne line of code. 215 functions. Your entire DaVinci Resolve session running from your terminal — Claude Code × DaVinci Resolve. No menus, no shortcuts, just direction in plain English.40 min · members
AI video
14 pages · 316 min
Anatomy of a Video PromptThe parts a generator actually reads, in the order it reads them, and what it silently ignores.26 min · members
Keeping a Product IntactImage-to-video will redesign your client's product if you let it. The constraints that stop it.24 min · members
Image to Video: The Rules That HoldWhat a still can and cannot become, and how to choose a first frame that survives the motion.22 min · members
Camera Language AI UnderstandsWhich cinematography terms change the frame, which do nothing, and which do the opposite of what you meant.20 min · members
Transferring Motion From a ReferenceDriving one clip with the movement of another, and where the technique falls apart.24 min · members
Character Consistency Across ShotsKeeping the same person across a sequence when the model has no memory between generations.28 min · members
Training a Face You Can ReuseBuilding an identity you can call up months later, with the dataset choices that decide whether it holds.30 min · members
An AI Ad in a DayA real timeline: brief in the morning, boards by lunch, generated shots by evening, cut overnight.34 min · members
Writing a Shot List for a GeneratorTranslating a storyboard into prompts without losing continuity between frames.22 min · members
Lighting Words That WorkThe vocabulary that actually moves the key light, tested rather than guessed.18 min · members
Negative Prompts, Used ProperlyWhere they belong, why a separate field is often worse, and the list that is only making things slower.16 min · members
Choosing an Aspect Ratio FirstDeciding the frame before you generate, and why reframing afterwards costs more than it looks.14 min · members
Triaging a Failed GenerationA short diagnostic order that tells you whether to re-roll, rewrite or change model.18 min · members
Vertical Video That Is Not CroppedComposing for a tall frame from the start, so the result does not look like a wide shot with the sides missing.20 min · members
Local AI
14 pages · 341 min
The ComfyUI Monster StackA full local AI studio on one Apple Silicon Mac: image generation, virtual try-on, 4K upscaling and video with open models that replace Midjourney, Magnific and Kling. The exact tested setup, with real benchmarks and the traps to skip.45 min · members
GGUF, fp8 and What Your Mac Can RunQuantisation explained without the maths, and which formats are a dead end on Apple Silicon.24 min · members
Qwen-Image in PracticeThree minutes a frame for something that looks shot rather than rendered. Settings, steps and when it is worth the wait.26 min · members
Z-Image Turbo: Fifteen Seconds a FrameThe fast option, what it gives up, and the kind of work where you will not notice the difference.20 min · members
Flux Klein LocallyA small model that punches above its size, and the two failure modes you have to design around.22 min · members
A Local VLM That Reads Your FootagePointing a vision model at a folder of clips and getting back a usable description of every one.28 min · members
How to Choose a CheckpointReading a model card honestly, running a fair comparison, and deciding in an hour instead of a week.20 min · members
VRAM Budgeting on Apple SiliconUnified memory changes the rules. What actually fits, and what quietly swaps to disk.22 min · members
Anatomy of a ComfyUI WorkflowReading a graph you did not build, finding the four nodes that matter, and changing them safely.24 min · members
LoRA: When It Helps and When It Does NotTraining on your own material, and the cases where a good prompt beats a bad adapter.26 min · members
Upscaling That Holds Up in PrintFour times the pixels without the plastic. Model choice, tiling and the sharpening you should not add.20 min · members
Batch Generation Without BabysittingQueueing a hundred frames overnight, catching failures automatically, and waking up to usable output.22 min · members
Local TTS and Voice CloningRunning speech synthesis on your own machine, including the languages the default models cannot handle.24 min · members
A Background Removal PipelineCutting a product out cleanly at volume, and the edge cases that need a human for ten seconds.18 min · members
Resolve & colour
14 pages · 330 min
Render Presets Worth SavingSix presets that cover almost every delivery, and why the defaults are wrong for most of them.16 min · members
The Node Tree I Use on Every JobA fixed order that stops you rebuilding your thinking on every clip: exposure, balance, face, look.30 min · members
S-Log3 to Rec.709 Without GuessworkGetting from a flat Sony file to a broadcast-legal image with a transform instead of a lucky curve.26 min · members
Colour Space Transform, Explained ProperlyWhat a CST is really doing, why the order matters, and the two settings people get backwards.24 min · members
The Face NodeOne node that fixes most skin problems, placed in the one position where it does not wreck everything else.20 min · members
A Power Grade You Reuse for YearsBuilding a look you can drop on any project, and the parts that must stay per-shot.22 min · members
The Broadcast Fixed TreeHow a delivery-first grade is structured when someone else has to open your project and finish it.28 min · members
The Resolve Scripting APITwo hundred functions nobody uses because the documentation hides them. The twenty that matter.34 min · members
Building an Actor's ShowreelPulling one performer out of eight productions: face search, selects, pacing and the cut that gets a callback.32 min · members
Cutting to a Beat, AutomaticallyBeat detection, marker placement and the point where the machine should hand the edit back to you.24 min · members
A Proxy Workflow That Does Not Bite YouProxies that relink cleanly, keep colour, and do not surprise you at the render.20 min · members
A Marker System for Long ProjectsColour conventions and naming that still make sense three months into a documentary.14 min · members
Relinking Media Without PanicMoving a project between drives and machines, and recovering the one time it goes wrong.18 min · members
Keeping Thirteen Shots in One GradeGrading a set together instead of one at a time, and how to spot the shot that has drifted.22 min · members
Brand work
14 pages · 349 min
The One Night AgencyA full brand launch package — lifestyle hero, packshot, Turkish poster and a social video — produced on one Mac in 67 minutes. The pipeline, the AI referee that rejected two rounds, and the real numbers next to agency rates.35 min · members
One Pipeline, Many BrandsKeeping brand identity in data and the workflow in code, so a second client costs a config file.30 min · members
Treating a Brand as DataPalette, tone, guardrails and forbidden ground written down in a form a machine can apply.24 min · members
A House Style for Client DecksOne template that makes every deliverable look like it came from the same studio, because it did.22 min · members
A Campaign, Start to FinishOne product line from brief to delivered assets, with the decisions and the dead ends left in.38 min · members
Shooting Modest Fashion With AICoverage, silhouette and the specific constraints that most models get wrong by default.26 min · members
Product Fidelity: Making the Object SurviveThe client will notice one wrong stitch. How to hold a real product through a generated frame.28 min · members
From Brief to Boards in an AfternoonReading an agency brief for the constraints that matter, and turning them into images the same day.24 min · members
Storyboards as Prompt SetsWriting a board so that each frame is already a prompt, with continuity built in rather than patched.26 min · members
Reading an Art Direction NoteAgency notes are constraint lists in disguise. How to extract what they are really asking for.18 min · members
Guardrails That Keep a Brand SafeThe rules you write once so nothing embarrassing ever reaches a client review.20 min · members
Pricing AI WorkWhat you are actually selling when the render is cheap, and the pricing models that survive that question.22 min · members
Revisions Without ReshootingStructuring a job so round two is an edit, not a regeneration.20 min · members
What to Actually DeliverFile formats, naming, colour space and the extra folder that makes a client come back.16 min · members
prompting
8 pages · 158 min
The Five-Part PromptA structure that works across models: subject, treatment, optics, light, constraint.22 min · members
What Reference Images Actually DoStyle, composition and identity are three different jobs. Using one reference for all three is why it fails.24 min · members
Locking a Style Across a SetGetting thirteen images to look like one shoot, using the first frame as the contract.26 min · members
Getting Text Right in an ImageWhich models can spell, how to help the ones that nearly can, and when to add the type afterwards.18 min · members
Hands, Faces and Other Hard ThingsThe failure list, in order of how fixable each one is.20 min · members
Building a Prompt Library You ReuseStoring what worked in a form you can find again, instead of scrolling a chat history.18 min · members
How Many Variants Is EnoughThe point where more generations stop improving the result and start hiding the good one.14 min · members
Edit It or Generate It Again?A decision rule for when to fix the frame you have and when to throw it away.16 min · members
selling
6 pages · 134 min
Selling Digital Products on EtsyOpening a shop that makes money while you sleep, and the listing mistakes that keep it quiet.28 min · members
A Listing That ConvertsTitle, first image and the three lines that decide whether anyone reads the rest.20 min · members
A Weekly Shop Routine You Can AutomateTwo hours a week reduced to one approval, with the parts that must stay human.22 min · members
Packaging LUTs and PresetsTurning your own colour work into a product people can install without emailing you.24 min · members
Audience Before ProductWhy the order matters more than the quality of either, learned the expensive way.18 min · members
The Numbers Behind a Creator BusinessWhat actually pays, what only looks like it pays, and the arithmetic nobody posts.22 min · members
Members' systems
The full pipelines.
The free pages are single moves. These are whole games: production boards from real campaigns, written out from brief to delivery, with every file. One pass opens all of them, the day each one lands.
Character & Product Consistency
How a face, a bottle and a fabric survive twelve shots. Reference stacks, seeds, and the checks that catch drift.
Members · Q4 2026
Claude Code for Creative Teams
CLAUDE.md, skills, hooks and MCP set up for a studio — the exact repo I run client work in.
Members · in writing
Colour for Generated Footage
The CST pipeline, the face node and the LUT that makes AI frames sit next to camera footage.
Members · in writing
The Local Studio, End to End
One Mac, no subscriptions: image, video, voice and cut. Model choices, memory limits, batch scripts.
Members · Q1 2027
Selling the Frame
Quotes, decks and the client conversation that gets AI work approved — with the PDFs I actually send.
Members · Q1 2027
One pass. Every system.
$99, paid once — nothing renews. One pass, every page, every system.