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Merl Merl

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Treating an AI Anime Character Generator Like a Function With Default Arguments

Treating an AI Anime Character Generator Like a Function With Default Arguments

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4 min read
I Ran a Five-Step Image Pipeline Entirely on a Phone

I Ran a Five-Step Image Pipeline Entirely on a Phone

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4 min read
Free tier, real workflow: what I learned testing an anime image generator on one character

Free tier, real workflow: what I learned testing an anime image generator on one character

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5 min read
An Anime Image Model Is a Flaky Dependency, So I Asserted on Every Property Twice

An Anime Image Model Is a Flaky Dependency, So I Asserted on Every Property Twice

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4 min read
Chaining Image Generations Is a Pipeline Bug: Measuring Drift Across Four Rendering Stages

Chaining Image Generations Is a Pipeline Bug: Measuring Drift Across Four Rendering Stages

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4 min read
29 Words on One Locked Seed, and What They Cost the Picture Underneath

29 Words on One Locked Seed, and What They Cost the Picture Underneath

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5 min read
One Reference Image, Eight Character Sheet Runs, and What the Model Made Up

One Reference Image, Eight Character Sheet Runs, and What the Model Made Up

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5 min read
Adding an Instruction Moved the Bug Instead of Fixing It

Adding an Instruction Moved the Bug Instead of Fixing It

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5 min read
Moving a Value Is Two Operations, and One of Them Is a Delete

Moving a Value Is Two Operations, and One of Them Is a Delete

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5 min read
Measuring the Blast Radius of an AI Image Edit

Measuring the Blast Radius of an AI Image Edit

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4 min read
I ran 17 controlled generations to find out where AI manga panels break

I ran 17 controlled generations to find out where AI manga panels break

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5 min read
The Reference Carried the Count, the Prompt Carried the Layout

The Reference Carried the Count, the Prompt Carried the Layout

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4 min read
An AI Image Edit Is a Full Re-Render, and Nine Runs Showed Me What That Costs

An AI Image Edit Is a Full Re-Render, and Nine Runs Showed Me What That Costs

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5 min read
The Prompt Was Fine. The Input Had Already Consumed the Instruction.

The Prompt Was Fine. The Input Had Already Consumed the Instruction.

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4 min read
I Built an Anime Art Pipeline on a Node Canvas and Watched Every Handoff

I Built an Anime Art Pipeline on a Node Canvas and Watched Every Handoff

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3 min read
The Version Matrix Problem in AI Character Art

The Version Matrix Problem in AI Character Art

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3 min read
The Most Downloaded Model Was the Wrong Dependency

The Most Downloaded Model Was the Wrong Dependency

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4 min read
Symmetry Is the Default Your Character Spec Has to Survive

Symmetry Is the Default Your Character Spec Has to Survive

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5 min read
I Deleted the Seed and My Character Still Reproduced Five Times

I Deleted the Seed and My Character Still Reproduced Five Times

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4 min read
I ran the same character spec through two AI art platforms. Only one gave me reproducible output.

I ran the same character spec through two AI art platforms. Only one gave me reproducible output.

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5 min read
I Built One Anime Character on SeaArt and PixAI, and the Workflow Gap Was the Real Result

I Built One Anime Character on SeaArt and PixAI, and the Workflow Gap Was the Real Result

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3 min read
One Character, a Whole Summer: Reusing Anime Prompts Like Function Calls

One Character, a Whole Summer: Reusing Anime Prompts Like Function Calls

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3 min read
You Don't Need to Build Stable Diffusion to Make Anime Art

You Don't Need to Build Stable Diffusion to Make Anime Art

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3 min read
The Model Filled In a Null and I Almost Shipped It

The Model Filled In a Null and I Almost Shipped It

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5 min read
Debugging a LoRA That Won't Render

Debugging a LoRA That Won't Render

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5 min read
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