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Master AI Image Generation
Composition Control: Getting the Shot You Want
Camera angles, framing techniques, and resolution tricks that Stable Diffusion actually responds to — and how to stop getting the same centered front-facing shot every time.
Color and Lighting Control in Prompts
How to actually control lighting and color in Stable Diffusion — specific setups that work, color palette techniques, and why 'good lighting' means nothing to the AI.
My Complete Daily Workflow: Idea to Upload, Start to Finish
The capstone — every tool, every script, every decision point connected into a single walkthrough of how I produce 100-500 images a day from start to upload.
Image Cropping for Consistent Output
The zoomer tool that handles the three things I need to do with every image: crop out the best part, expand borders without stretching, and change aspect ratios cleanly.
Checkpoint Showdown: My Top Picks and the Realism Spectrum
How I think about checkpoints as a spectrum from realistic to cartoon — and why running the same prompt across that entire range is how I find the best version of every image.
My Top 10 Negative Prompt Tricks
The negative prompt I use on every image, why each part is there, and 10 techniques I've learned for controlling what Stable Diffusion doesn't put in your images.
Building a Prompt Library: Save Everything, Reuse Forever
How I built a reusable library of image prompts and enhancement prompts over years of testing — and how having that library makes every new idea faster to execute.
LoRA Stacking 101: How I Combine LoRAs for Better Images
How I use base LoRAs on every image, randomly cycle through a huge pool for discovery, and repurpose character LoRAs to create original characters that don't exist anywhere else.
The Auto-Tagger Pipeline: Closing the Feedback Loop
Three different taggers, a metadata extractor, a master prompt aggregator, and how they all feed back into the generation pipeline to make every batch better than the last.
Batch Generation: From Recipe to 500 Images
How the batch generation scripts actually work — the recipe generator, the batch prompter, the LoRA novel system, checkpoint cycling, and how they produce hundreds of images while you do something else.
How I Use the Prompt Toolkit to Upgrade Any Prompt
The enhancement meta-prompts I run on every image prompt before it touches the splitter — what each one does, when to use it, and the exact order that works.
The Prompt Recipe System: How I Generate Hundreds of Unique Images From One Idea
A deep dive into the JSON recipe system that powers my batch generation — the splitter, the library slots, the generator script, and how they all connect.
Seeds, Samplers, and CFG: The Settings That Actually Matter
What the generation settings in Stable Diffusion actually do — explained with no jargon so you can stop guessing and start controlling your output.
Checkpoints vs LoRAs vs Embeddings: What They Are and When to Use Each
The three types of models you'll use in Stable Diffusion — what they do, how they're different, and when to use each one.
ComfyUI in the Cloud: No GPU Required
Run ComfyUI without a GPU using cloud services. Node-based AI image generation from any computer, no hardware required.
ComfyUI on Mac: Your First Image in 15 Minutes
Install ComfyUI on a Mac with Apple Silicon, load a checkpoint, and generate your first image using the node-based workflow.
ComfyUI on Windows: Your First Image in 15 Minutes
Install ComfyUI on Windows, load a checkpoint, and generate your first AI image — the node-based alternative to Automatic1111.
Stable Diffusion in the Cloud: No GPU Required
Don't have a powerful GPU? Here's how to run Stable Diffusion using free and paid cloud services — generate images from any computer.
Stable Diffusion on Mac: Your First Image in 20 Minutes
How to install Automatic1111 on a Mac with Apple Silicon, download your first checkpoint, and start generating AI images using MPS.
Stable Diffusion on Windows: Your First Image in 20 Minutes
A step-by-step guide to installing Automatic1111 on Windows, downloading your first checkpoint, and generating your first AI image.
How I Remix Any Prompt Into Something New
You find a prompt on Civitai that catches your eye. Instead of copying it and hitting generate, here's how I break it apart, add hundreds of variations, and turn one prompt into something completely new.
My Complete Workflow: A Full Day of Image Generation
What a real day of generating 100-500 images actually looks like. The morning review, the setup, the generation, the selection, and the upload. Every step, in order.
50,000 Variations From One Prompt
One prompt. One recipe. 50,000 possible combinations. Here's how I generate hundreds of unique images from a single concept without writing a single prompt by hand.
The Three Starting Points: How I Decide Where to Begin
Every image starts somewhere different. A reference, extracted tags, or someone else's prompt. Here's how I decide which door to walk through — and what happens after I do.
The Secret: I Don't Start With a Prompt
Everyone asks why they can't get the same results with my prompts. The answer: the prompt you see is the last step, not the first.