Why Your AI Video Looks Wrong (And 6 Fixes That Actually Work)

The six most common AI video artifacts — warping, flicker, melting faces, camera drift and more — with the specific prompt and workflow changes that fix each one.

I Ran a 20-Minute Narration Through 7 AI Voice Generators

Testing seven AI voice tools on the same real narration script — where each one breaks down, what the free tiers actually allow, and which I kept using.

Batch Generating Product Images with AI: A Workflow That Doesn't Look Fake

How to produce consistent, usable product photography with AI at volume — including the three tasks AI is genuinely good at and the two it shouldn't touch.

Best Free AI Image Generators in 2026 (Tested on the Same 12 Prompts)

I ran 12 identical prompts through eight free AI image generators to see which free tiers are actually usable — including where each one quietly limits you.

ChatGPT vs Claude vs Gemini for Coding: What Changes After the First 20 Minutes

Three months of using all three models daily on real code — where each one is genuinely better, and the specific failure modes that cost me time.

The Cheapest Way to Run AI Image Generation at Scale (Without Quality Collapse)

How to cut image generation costs substantially per usable asset by fixing acceptance rate first — plus the four levers that actually move the bill.

How to Generate Consistent Characters with AI (Without Melting Faces)

A practical workflow for keeping one character looking like the same person across dozens of AI images — plus why faces melt and how to stop it.

AI Video Generation Costs: What 60 Clips Actually Cost Me

After generating 60 AI videos across five tools, here's the real cost breakdown — and the workflow that cut my spending by about 70%.