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AI Image Upscaling: Free vs Paid Compared
I upscaled the same twelve low-resolution images through free and paid AI upscalers to see where the quality gap actually is — and where free is already enough.
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.
Prompting for AI Video: What Actually Changes the Output
After hundreds of AI video generations, here's which parts of a prompt actually move the result — and the elaborate prompt frameworks that don't do anything.
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.
Claude for Writing: Three Months of Daily Use
Three months of using Claude as a daily writing tool — what it reliably improves, where it flattens your voice, and the workflow that keeps your writing sounding like you.
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.
DeepSeek vs ChatGPT: Is the Free Model Good Enough?
Three weeks of running DeepSeek and ChatGPT side by side on real tasks — where the free model holds up, where it falls short, and when you can skip the subscription.
How to Use an OpenAI-Compatible API to Call Multiple Models
A practical guide to running many different AI models through one OpenAI-compatible endpoint — the one abstraction that removes vendor lock-in from your stack.
How to Remove Backgrounds from Product Photos with AI
A practical guide to AI background removal for product photos — which tools handle tricky edges, what still breaks, and how to get clean cutouts at volume.
Running AI Models Locally on a Consumer GPU: What Actually Works
A reality check on running large language models offline — which models fit on a consumer GPU, what runs well, what's too slow, and whether it's worth it.
AI Music Generators: Suno vs Udio After 50 Tracks
After generating fifty songs across Suno and Udio, here's where each one is genuinely better — vocals, genre range, structure, and the artifacts that give each away.
AI Video Generation Costs: Where the Money Actually Goes
A real cost breakdown of AI video generation across the major tools — where the money leaks, and the workflow order that cut my spend by about 70%.