Drowning in AI Images? Build a Contact Sheet You Can Actually Review
Build an uncropped, labeled contact sheet and source manifest for campaign candidates. A tested local Pillow workflow keeps creative reviews tied to the right files.
BY JASON EAD
AI engineering & business applications
Original guides and analysis about coding tools, models, GitHub projects, agents, and creative AI workflows.
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Stop Guessing Your AI Promo’s Audio Level
Measure, normalize and re-measure a saved WAV with FFmpeg. Reproduce a two-pass audio drill with five real checks before adapting it to your promo workflow.
Your AI Video Exported. Is the File Actually Deliverable?
Check the exported video, not just the progress bar. Test dimensions, pixel shape, duration and required audio, then decode selected streams before handoff.
Your AI Art Looks Amazing. Is It Ready for Your Business?
Turn AI artwork into a reviewable business asset with an approved-copy brief, crop checks and a clear human release decision.
Turn AI Project Briefs Into Repeatable PDFs With Typst
Render structured project briefs through a reusable Typst template, preserve review artifacts and test the actual PDF output. Includes complete Python and template code.
Turn AI Artwork Into a 12-Second Business Promo With FFmpeg
Build a silent portrait promo from AI artwork and editable campaign copy. Includes a tested FFmpeg renderer, file checks and a fictional business example.
Build a Reusable Campaign Hero With AI Art and Editable HTML
Create a campaign hero with AI-generated artwork, editable HTML copy and a responsive layout. Includes the exact prompt, complete source and a tested fictional example.