§ — The workbench

Workflows, from real sets.

Not demos. Not affiliate reviews. These are the AI production workflows I actually run: which tool for which job, the prompts that behave like a camera department, and where the machine stops and the director begins. New guides land as the pipeline evolves.

14 guides · Field-tested · Updated continuously

July 17, 2026

Higgsfield AI Tutorial: How a Director Uses It on Real Jobs

A Higgsfield AI tutorial from actual production, not a demo reel. Which model for which shot, how to prompt like a camera department, and where the director still decides.

March 15, 2026

Adobe Dropped the 'Pro' from Premiere and Added AI Rotoscoping. Here's What Editors Actually Get.

Premiere 26 — no longer 'Premiere Pro' — ships with AI Object Mask that tracks any subject with a single click, on-device. Plus third-party AI models from Runway and Luma built in. The rebranding is the least interesting part.

March 15, 2026

AI Color Grading Is Real Now. Here's How It Fits Into a Professional Post-Production Workflow.

DaVinci Resolve 20 added Magic Color and Magic Mask. Colourlab AI integrates directly as an OFX plugin and is 22x faster in the latest version. What these tools actually do in practice and where they save time without compromising the grade.

March 15, 2026

Your AI Video Prompt Is a Shot List. Here's How to Write It Like One.

The models in 2026 respond to DP briefs, not descriptive paragraphs. Here's how a commercial director maps 14 years of production language onto AI video prompts — and why vague prompts are the most expensive mistake you can make.

March 15, 2026

Anthropic's Agent Skills Is Now an Open Standard — Here's What That Changes in Your Production Stack

Figma, Canva, Notion, Zapier, and Atlassian are already inside Claude's Skills ecosystem. This is the infrastructure shift that turns AI from a tool you open separately into the connective layer across everything else you use.

March 15, 2026

14 Years on Set Taught Me This: AI Video Models Respond to DP Language. Here's How to Use It.

AI video generators in 2026 understand dolly moves, rack focus, Dutch angles, and crane reveals — the same vocabulary a real cinematographer uses. If you are prompting in plain English, you are leaving quality on the table.

March 15, 2026

ComfyUI Just Removed the Node Graph. Local AI Video Now Has a Real Interface.

ComfyUI launched App Mode on March 10. Any node workflow becomes a clean UI with one click. You share it via URL. Anyone runs it — no node graph required. This changes who can use local AI.

March 15, 2026

DaVinci Resolve 20 Added AI to Every Stage of Post. Here's the Honest Breakdown for Working Editors.

100+ new features, but the AI ones are what matter. IntelliScript builds your timeline from a script. AI Audio Assistant creates a professional mix. Multicam SmartSwitch cuts interviews automatically. This is the post-production update worth understanding.

March 15, 2026

ElevenLabs Is More Than a Voice Tool. Here's How It Fits Into a Real Production Workflow.

Most creators use ElevenLabs for basic text-to-speech. The actual use cases in video production go further: ADR replacement, multilingual versioning, narration at scale, and now AI music with commercial licensing. A practical breakdown.

March 15, 2026

GPT-5.4 Shipped March 5. Here's How the Current AI Model Lineup Actually Maps to Creative Production Work.

Three major AI models in three months: Claude Sonnet 4.6 (Feb 17), GPT-5.4 (March 5), Gemini 3.1 Pro. For directors and producers using AI for briefs, scripts, and client communication — here's the honest breakdown.

March 15, 2026

Kling 3.0 Motion Control Finally Thinks Like a Director. Here's the Honest Assessment.

Kling 3.0's Motion Control variant launched March 4 with a claim that got my attention: it beat Runway Act-Two by a 1,667% win rate. I tested it. The multi-shot capability is the real story.

March 15, 2026

How Directors Are Actually Using Midjourney V7. Not to Replace Photography — to Win More Jobs.

Midjourney V7's improvements to hands, bodies, and textures made it the go-to tool for commercial concept boards. Here's how I use it to build pitch decks and moodboards that get clients to approve before a single camera is hired.

March 15, 2026

Midjourney V7 Is Out. Here's an Honest Take on What Actually Changed.

V7 launched with personalization by default, Draft Mode at 10x speed and half the cost, voice prompting, and a video model that animates stills. Mixed reviews followed. Here's what changed for real production use.

March 15, 2026

What 10,000 Real AI Workflows Reveal About How Automation Actually Works

Zapier analyzed 10,000 AI-powered workflows and the top use case isn't content creation or chatbots. It's lead management. Here's what that tells you about where automation creates real leverage.