Field notes
What we learn when we test the tools on real photos.
No trend recaps for the sake of it. These notes cover the prompts, source-photo checks, cost math, and failure modes behind the seasonal workspace.

How to Use an AI Halloween Costume Generator Without Losing Your Face
A practical guide to AI Halloween costume previews: source photos, identity-preserving prompts, costume choices, and the limits of a generated image.
5 min read
Buddy the Unicorn Costume Ideas You Can Preview With AI
A mascot-horror Halloween direction inspired by the 2026 trend cycle: original haunted unicorn concepts, photo prompts, and safe ways to preview them.
5 min read
Halloween AI Video: Turn a Portrait Into a Five-Second Clip
A practical image-to-video workflow for Halloween portraits: first-frame checks, motion prompts, identity consistency, and cost-per-clip testing.
5 min read
Halloween Pet Costumes in AI: Pumpkin, Dinosaur, and Baked Potato
How to preview 2026 pet costume ideas with AI while preserving breed, fur, markings, eyes, and anatomy. Includes a safe pet-costume checklist.
5 min read
Halloween Couple Costumes With AI: Two Photos, One Scene
How to create a coordinated Halloween couple portrait from two photos without face swapping, identity blending, or a surprise third person.
5 min read
Halloween AI Prompts That Preserve the Face: A Copy-Paste Guide
Learn the five-part structure behind reliable Halloween AI prompts, with copy-ready recipes for portraits, pets, couples, and video.
5 min read
Black Friday AI Image Tools: The 20-Minute Buyer Test
A practical Black Friday evaluation for AI image tools: identity preservation, credit math, editing quality, export rights, and a 20-minute test.
5 min read
Black Friday AI Video Tools: Cost Per Usable Clip
How to evaluate AI video generators before Black Friday: first-frame quality, motion control, identity stability, retries, and cost per usable clip.
5 min read
A 7-Day Cyber Monday Plan for Testing AI Creative Tools
A day-by-day plan to test AI image and video tools before Cyber Monday: define a job, test quality, calculate cost, check rights, and decide.
5 min read
From Selfie to Shareable: A 30-Minute Halloween Workflow
A realistic 30-minute workflow for a Halloween portrait and a five-second clip: choose a look, fix the source, generate, inspect, and publish.
5 min read