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LION ZHANL

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JPEG, PNG, or WebP? An Engineering Decision Tree for Face-Swap Inputs

JPEG, PNG, or WebP? An Engineering Decision Tree for Face-Swap Inputs

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5 min read
Mask Quality Matters: Auto Detect vs Manual Brush for AI Sticker Removal

Mask Quality Matters: Auto Detect vs Manual Brush for AI Sticker Removal

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3 min read
How to Keep AI Photo Cleanup Consistent Across a Set of Images

How to Keep AI Photo Cleanup Consistent Across a Set of Images

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4 min read
From Upload to Deletion: An Auditable Lifecycle for AI Image Tasks

From Upload to Deletion: An Auditable Lifecycle for AI Image Tasks

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4 min read
Why Does an AI Photo Cleanup Look Worse After Download?

Why Does an AI Photo Cleanup Look Worse After Download?

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4 min read
Pinpoint #835: A Confidence Ladder for Evidence-Driven Debugging

Pinpoint #835: A Confidence Ladder for Evidence-Driven Debugging

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2 min read
How Wide Should Your Brush Mask Be for AI Object Removal?

How Wide Should Your Brush Mask Be for AI Object Removal?

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4 min read
How I Measured Clue Progression Across 300 Daily Word Puzzles

How I Measured Clue Progression Across 300 Daily Word Puzzles

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4 min read
The Two-Scale Test: How to Review AI Photo Cleanup at Fit View and 100% Zoom

The Two-Scale Test: How to Review AI Photo Cleanup at Fit View and 100% Zoom

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3 min read
How a Five-Word Puzzle Can Sharpen Your Debugging Hypotheses

How a Five-Word Puzzle Can Sharpen Your Debugging Hypotheses

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3 min read
Building a Search-Friendly Archive for a Daily Puzzle Site with Next.js

Building a Search-Friendly Archive for a Daily Puzzle Site with Next.js

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4 min read
The Plastic Patch Problem: Matching Noise, Grain, and Blur After AI Inpainting

The Plastic Patch Problem: Matching Noise, Grain, and Blur After AI Inpainting

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1 min read
Structure-Aware Inpainting: Removing Stickers From Grids and Repeating Textures

Structure-Aware Inpainting: Removing Stickers From Grids and Repeating Textures

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1 min read
The Halo Test: Detecting Edge Contamination After AI Inpainting

The Halo Test: Detecting Edge Contamination After AI Inpainting

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2 min read
Input Quality Is Part of the Model: Preparing Photos for Precise AI Cleanup

Input Quality Is Part of the Model: Preparing Photos for Precise AI Cleanup

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1 min read
Building a Spoiler-Controlled Daily Word Puzzle Companion with Next.js

Building a Spoiler-Controlled Daily Word Puzzle Companion with Next.js

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4 min read
How to Design a Replaceable Gateway for Real-Time Multimodal AI

How to Design a Replaceable Gateway for Real-Time Multimodal AI

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3 min read
How to Design a Replaceable Gateway for Real-Time Multimodal AI

How to Design a Replaceable Gateway for Real-Time Multimodal AI

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3 min read
Reconstruction, Not Recovery: A Practical Model for AI Photo Cleanup

Reconstruction, Not Recovery: A Practical Model for AI Photo Cleanup

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2 min read
The Shadow Continuity Test for AI Inpainting

The Shadow Continuity Test for AI Inpainting

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2 min read
JPEG Artifacts vs AI Inpainting: A Practical Cleanup Workflow

JPEG Artifacts vs AI Inpainting: A Practical Cleanup Workflow

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1 min read
A Practical Inpainting Workflow for Cleaning Visible Labels From AI-Generated Images

A Practical Inpainting Workflow for Cleaning Visible Labels From AI-Generated Images

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2 min read
The Smallest Useful Mask: A Practical Guide to Precise AI Photo Cleanup

The Smallest Useful Mask: A Practical Guide to Precise AI Photo Cleanup

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1 min read
The Edge Test: How to Judge AI Photo Cleanup Without Pixel-Peeping

The Edge Test: How to Judge AI Photo Cleanup Without Pixel-Peeping

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1 min read
What Happens to Your Photo During an AI Face Swap?

What Happens to Your Photo During an AI Face Swap?

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8 min read
From Upload to Delete: A Privacy-First Lifecycle for AI Photo Cleanup

From Upload to Delete: A Privacy-First Lifecycle for AI Photo Cleanup

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2 min read
Best Face Swap Image Format: JPEG, PNG, WebP, and Compression

Best Face Swap Image Format: JPEG, PNG, WebP, and Compression

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7 min read
A Practical QA Pipeline for Generative Inpainting Edits

A Practical QA Pipeline for Generative Inpainting Edits

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3 min read
Face Swap Artifact Guide: Eyes, Hairline, Jaw, Mouth, and Skin

Face Swap Artifact Guide: Eyes, Hairline, Jaw, Mouth, and Skin

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8 min read
Designing an AI Sticker Removal Workflow With Real User Control

Designing an AI Sticker Removal Workflow With Real User Control

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1 min read
Face Swap Group Photos: Target Selection and Cropping

Face Swap Group Photos: Target Selection and Cropping

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7 min read
How I Built a Privacy-First Browser Game Portal with Click-to-Load Iframes

How I Built a Privacy-First Browser Game Portal with Click-to-Load Iframes

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7 min read
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