DEV Community

Voor AI profile picture

Voor AI

Practical, tested AI tools and workflows — video generation, image editing, music AI. Also building HappyShrimp.online, an AI music studio.

Work

Voor AI

Zombie-Trend Videos: What Makes the Effect Read as the Same Person

Zombie-Trend Videos: What Makes the Effect Read as the Same Person

Comments
2 min read
Restoring Detail in Soft Footage: A Practical Pipeline

Restoring Detail in Soft Footage: A Practical Pipeline

Comments
1 min read
Scoring Facial Proportions: A Practical Look at the Ratios

Scoring Facial Proportions: A Practical Look at the Ratios

Comments
2 min read
Turning a Still Image into Motion: What Makes Image-to-Video Work

Turning a Still Image into Motion: What Makes Image-to-Video Work

Comments
2 min read
Scoring a Personality Quiz Without Making It Feel Arbitrary

Scoring a Personality Quiz Without Making It Feel Arbitrary

Comments
2 min read
Frame Interpolation for Longer Clips: What Actually Works in the Browser

Frame Interpolation for Longer Clips: What Actually Works in the Browser

Comments
2 min read
Colour Transfer for Hair Previews in the Browser: A Practical Pipeline

Colour Transfer for Hair Previews in the Browser: A Practical Pipeline

Comments
2 min read
Designing a short-form trend video feature around one to three photos

Designing a short-form trend video feature around one to three photos

Comments
2 min read
What template-locked video models change about shipping a trend feature

What template-locked video models change about shipping a trend feature

Comments
2 min read
What a political-axes quiz actually measures (and what it does not)

What a political-axes quiz actually measures (and what it does not)

Comments
1 min read
A checklist for evaluating AI image generators when typography and layout matter

A checklist for evaluating AI image generators when typography and layout matter

Comments
1 min read
What to Check Before You Build on an AI Image API

What to Check Before You Build on an AI Image API

Comments
1 min read
A Practical Checklist for Evaluating AI Image Generators

A Practical Checklist for Evaluating AI Image Generators

Comments
1 min read
Sketching a photo-to-rap-video pipeline

Sketching a photo-to-rap-video pipeline

Comments
2 min read
Five-Minute Icebreakers for Remote Teams That Don't Feel Forced

Five-Minute Icebreakers for Remote Teams That Don't Feel Forced

Comments
2 min read
A Practical Pipeline for Two-Person AI Rap Videos

A Practical Pipeline for Two-Person AI Rap Videos

Comments
2 min read
Multi-Round Editing with Dozens of Reference Images

Multi-Round Editing with Dozens of Reference Images

Comments
2 min read
When the Model You Want Isn't Released Yet

When the Model You Want Isn't Released Yet

Comments
2 min read
Text-to-Video on a Credit Budget: Plan the Cost Before the Render

Text-to-Video on a Credit Budget: Plan the Cost Before the Render

Comments
2 min read
Fixing a Green Screen Key When the Shoot Was Not Perfect

Fixing a Green Screen Key When the Shoot Was Not Perfect

Comments
2 min read
Keeping Research, Files and Tasks in One AI Workspace

Keeping Research, Files and Tasks in One AI Workspace

Comments
2 min read
Image Editing Workflows That Survive a Real Deadline

Image Editing Workflows That Survive a Real Deadline

Comments
2 min read
Full-Duplex Voice: What Changes When the Model Can Be Interrupted

Full-Duplex Voice: What Changes When the Model Can Be Interrupted

Comments
2 min read
Small Decisions Don't Need a Big Model

Small Decisions Don't Need a Big Model

Comments
2 min read
Prompting for AI Video: How to Get a Usable First Generation

Prompting for AI Video: How to Get a Usable First Generation

Comments
2 min read
Building a Voice Layer for an App: TTS, ASR and Realtime

Building a Voice Layer for an App: TTS, ASR and Realtime

Comments
2 min read
Writing Songs with a Text-to-Music Model: A Practical Workflow

Writing Songs with a Text-to-Music Model: A Practical Workflow

Comments
2 min read
A Faceless Video Pipeline You Can Actually Maintain

A Faceless Video Pipeline You Can Actually Maintain

Comments
2 min read
Removing Backgrounds from Video Without a Green Screen

Removing Backgrounds from Video Without a Green Screen

Comments
3 min read
A Jev AI Decision Is a Proposal: Build a Tested Review Boundary in JavaScript

A Jev AI Decision Is a Proposal: Build a Tested Review Boundary in JavaScript

Comments
6 min read
How to Reject Oversized AI Images Before Decoding Them in Python

How to Reject Oversized AI Images Before Decoding Them in Python

Comments
5 min read
How to Remove EXIF Metadata From AI Image Exports With Python

How to Remove EXIF Metadata From AI Image Exports With Python

Comments
5 min read
How to Letterbox AI Images Without Stretching Them in Python

How to Letterbox AI Images Without Stretching Them in Python

Comments
4 min read
How to Catch Truncated JPEGs Before Thumbnail Generation

How to Catch Truncated JPEGs Before Thumbnail Generation

Comments
4 min read
How to Reject Image Extension Mismatches Before Storing AI Exports

How to Reject Image Extension Mismatches Before Storing AI Exports

Comments
5 min read
Reject Animated Files Before Sending AI Images Through a Still-Image Pipeline

Reject Animated Files Before Sending AI Images Through a Still-Image Pipeline

Comments
5 min read
How to Reject Missing ICC Profiles Before Processing AI Image Exports

How to Reject Missing ICC Profiles Before Processing AI Image Exports

Comments
5 min read
How to Test the Handoff Boundary in an AI Video Continuation Pipeline

How to Test the Handoff Boundary in an AI Video Continuation Pipeline

Comments
3 min read
How to Validate Multi-Shot AI Video Clip Timing Before You Render

How to Validate Multi-Shot AI Video Clip Timing Before You Render

Comments
3 min read
How to Validate a Text-to-3D GLB's Scale and Orientation Before It Enters Your Pipeline

How to Validate a Text-to-3D GLB's Scale and Orientation Before It Enters Your Pipeline

Comments
4 min read
How to Validate an Extended Clip’s Duration and Seam With ffprobe Before You Ship It

How to Validate an Extended Clip’s Duration and Seam With ffprobe Before You Ship It

Comments
3 min read
How to Validate a Reconstructed 3D Mesh Before It Enters Your Build Pipeline

How to Validate a Reconstructed 3D Mesh Before It Enters Your Build Pipeline

Comments
3 min read
How to Validate AI Video Clip Transitions with FFmpeg Before Publishing

How to Validate AI Video Clip Transitions with FFmpeg Before Publishing

Comments
3 min read
How to Normalize AI Image Orientation Before Making Thumbnails

How to Normalize AI Image Orientation Before Making Thumbnails

Comments
4 min read
An SRT can be valid and still be hard to read: three repair exercises

An SRT can be valid and still be hard to read: three repair exercises

Comments
6 min read
Your client cannot open localhost: a safer static HTML review-link workflow

Your client cannot open localhost: a safer static HTML review-link workflow

Comments
5 min read
Build a Text Summary Client That Refuses Ambiguous Retries

Build a Text Summary Client That Refuses Ambiguous Retries

Comments
3 min read
How to Reject Oversized AI Images Before Full Decoding in Pillow

How to Reject Oversized AI Images Before Full Decoding in Pillow

Comments
3 min read
How to Validate Width Descriptors Before Shipping an AI Image Srcset

How to Validate Width Descriptors Before Shipping an AI Image Srcset

Comments
3 min read
How to Store AI Image Metadata in a SHA-256 Sidecar

How to Store AI Image Metadata in a SHA-256 Sidecar

Comments
3 min read
How to Snapshot-Test a Pixel Wordmark Before Shipping It

How to Snapshot-Test a Pixel Wordmark Before Shipping It

Comments
2 min read
How to Test AI Marketing Images for Safe Mobile Crops

How to Test AI Marketing Images for Safe Mobile Crops

Comments
3 min read
How to Validate an AI-Generated Infographic Against a Source-of-Truth Schema

How to Validate an AI-Generated Infographic Against a Source-of-Truth Schema

Comments
3 min read
How to Visual-Regression-Test an AI Image Prompt When Fast Mode Is Nondeterministic

How to Visual-Regression-Test an AI Image Prompt When Fast Mode Is Nondeterministic

Comments
3 min read
How to Validate AI-Generated Menu Text With OCR and Exact Assertions

How to Validate AI-Generated Menu Text With OCR and Exact Assertions

Comments
4 min read
How to Validate an AI-Generated GBA Sprite Before It Enters Your Build

How to Validate an AI-Generated GBA Sprite Before It Enters Your Build

Comments
3 min read
How to Build a Frame-by-Frame Hip-Drift Test for an AI Dance Clip

How to Build a Frame-by-Frame Hip-Drift Test for an AI Dance Clip

Comments
3 min read
How to Replace Text on a Sign With AI and Test Every Untouched Pixel

How to Replace Text on a Sign With AI and Test Every Untouched Pixel

Comments 1
2 min read
A Clear Starting Point for Testing Short AI Video Concepts

A Clear Starting Point for Testing Short AI Video Concepts

Comments
1 min read
A Practical Workflow for Testing Dense AI Image Prompts with Seedream 5.0 Pro

A Practical Workflow for Testing Dense AI Image Prompts with Seedream 5.0 Pro

Comments
1 min read
loading...