Identity blending: a face that isn't anyone
Weighted mixes of faces a model already knows produce a novel character that reproduces. The syntax, the ratios that stay stable, and how to lock the result.
9 min read
The sign is misspelled. Fix it without re-rolling
Do not re-roll a good image for one misspelled word. Quote the exact string, describe the font, set a mask margin, and know when to composite type instead.
8 min read
Instagram Reels cover photo spec and crop
Instagram caps Reels covers at 8MB and centre-crops anything not supplied at 9:16. Here is the crop arithmetic and a cover template that survives it.
8 min read
Instagram Reels specs: FPS and codecs
Instagram Reels take MOV or MP4, H.264 or HEVC, and 23 to 60 fps. Files may run 15 minutes, but anything over 3 minutes is not recommended to new audiences.
8 min read
Interrupting an agent mid-turn
Answer now stops the reply from launching more tools. Cancel stops a background task. Closing the tab aborts the turn without unsending work already dispatched.
7 min read
Isolate one variable in short-form tests
If caption, sound, hashtags, and hook all differ, the result is unreadable. Use a variant spec sheet and lock the confounds people forget.
9 min read
J-cuts and L-cuts with generated audio
Stitched clips read as a slideshow because picture and sound change on the same frame. How to split those edges when the audio came out of the generation.
9 min read
Karaoke captions vs static blocks, by format
Word-by-word burn-in holds in short-form and fatigues in long-form. The per-format rule, and how to catch caption-style cost at specific timestamps.
9 min read
Keep the prompt structure, vary only the action
Multi-shot consistency comes from freezing the prompt skeleton and changing one clause. The template, the fields that must never move, and how people break it.
9 min read
Keeping captions in sync with a dub
Captions burned before a dub drift against the translated audio. The fix is an order of operations that transcribes each dubbed track on its own.
9 min read
Keeping client material out of training data
Enterprise clients now require brand assets never enter a training set, and the duty flows through you to every tool. The clause, plus the audit behind it.
9 min read
Keeping reverb out of generated dialogue
Reverb is the most common uninvited guest in native audio. The room words that cause it, the exclusion phrasing that works, and what to do with a good take.
9 min read
Layout-first prompting for posters and covers
Some models now plan composition before they render. Prompt patterns that pin zones for posters, covers and thumbnails without dropping into coordinates.
9 min read
Writing license terms for prompt packs and LoRAs
Four decisions decide whether a buyer comes back: commercial use, redistribution, retraining, and derivative outputs. Written out as plain-language tiers.
9 min read
LinkedIn Content Credentials Label: What the CR Icon Shows
LinkedIn's Content Credentials label is the icon on images and video that carry a signed C2PA credential. What a click shows and why it can be missing.
10 min read
LinkedIn video upload limits and aspect ratios
Organic LinkedIn video is 15 minutes, 1:2.4–2.4:1, 256x144–4096x2304. Ads and Pages publish different sheets. One conservative export clears all three.
8 min read
Lip sync breaks on fast speech and plosives
Rapid consonants expose a 1–3 frame lag slower speech hides. Target a 120ms window, nudge the clip, and rewrite lines that keep tripping it.
9 min read
How to get a genuinely locked-off shot
Leaving camera language out of a video prompt does not give you a static frame. The explicit phrasing and staging that produce a truly motionless camera.
8 min read
What makes an AI print design legally protectable
A raw prompt output carries no copyright, so a rival can clone your best seller legally. The human steps that turn a generation into a protectable design.
9 min read
Mapping the API surface by route group
A working map of Versely REST by route group: generate, status, social, workflows, analytics, and where each capability actually lives.
9 min read
Match cuts between two generated clips
A match cut hides the join between two generations by carrying a shape or a motion across it. How to plan the pair in the prompt and which frames to trim.
9 min read
Building a media kit for a faceless AI channel
No headshot, no personality to sell. The one-pager a faceless channel sends instead, and the two metrics that do the work a creator photo used to do.
9 min read
How to spend H3's nine reference slots
MiniMax H3 takes nine reference images, three videos and three audio clips. A working slot budget for a character-plus-product series, and what to drop first.
9 min read
Mine rewatch spikes for your next thumbnail
A bump above the retention line is a moment the audience chose. Turn spikes into thumbnails, clips, and re-hooks, then test them against a control.
8 min read