Color is not the only indicator in graphics
Generated infographics encode meaning in hue. Add patterns, labels, and shape so a color-blind viewer can read the chart, then check deuteranopia.
8 min read
Two heads: generating past native resolution
A canvas far above native size duplicates subjects and limbs. Generate at the model's real ceiling, then upscale, and the test that finds that ceiling.
9 min read
Hard or soft: source size in lighting prompts
Shadow edge hardness is set by apparent source size, not by adjectives. A size-and-direction vocabulary that outperforms five style words in every prompt.
9 min read
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
More steps will not fix a soft image
Cranking sampling steps almost never fixes softness. A three-question diagnosis separating resolution ceiling, sampler mismatch and guidance from step count.
9 min read
Reference hygiene: why your refs fight each other
Mixed lighting, crops and resolutions make a model average two looks into a third person. The hard spec for a reference set that holds one identity.
9 min read
Rembrandt, rim and butterfly: named light setups
Named portrait setups encode a lamp position, not a mood. The five worth memorising, the extra clause each one needs, and where the label stops working.
9 min read
Same seed, different image on the API
Seeds do not survive precision, hardware or library changes. Pin dtype, batch size, sampler and library version with the seed if a render must be reproducible.
8 min read
Scale cues that make a subject read as huge
Models default to mid-scale unless something anchors the frame. The lens, camera height and foreground cues that make a subject read enormous.
9 min read
What to write instead of a negative prompt
Negative prompts are a no-op on flow-matching models and leak the negated noun elsewhere. Positive re-specification and the three constraints that replaced it.
9 min read
A batch of eight is not eight single runs
Batch size changes the noise each sample gets. A batched call and eight parallel calls diverge, even with the same seeds. Know when that variance is harmless.
9 min read
How to fill a 4,500-token prompt window
Long-window image models take far more instruction than most prompts supply. A block structure for long prompts, and where extra tokens stop mattering.
8 min read
Reasoning Image Models: What Deliberation Actually Buys
A class of image model that plans before it paints. Where the extra deliberation measurably helps, where it's wasted, and which models actually do it.
8 min read
Seeds and Reproducibility in AI Generation
A seed initializes AI video starting noise. Same prompt plus same seed can replay a take; it is not a lock across samplers.
8 min read
How to Make Quote Reels With AI
Make quote reels with AI: typography-first cards, subtle loop motion, slideshow assembly, and a batch system that produces a month of reels in an hour.
7 min read
Image-to-Video vs Reference-to-Video, Explained Simply
Image-to-video vs reference-to-video explained: one animates your exact frame, the other recasts your subject in new scenes. When to use each, simply.
8 min read
Thumbnails That Earn the Click: An AI Workflow
An AI thumbnail workflow that earns the click: the psychology of high-CTR thumbnails, five proven archetypes, and a generate-test-iterate loop that compounds.
7 min read
Building a Channel Branding Kit With AI
Build a complete channel branding kit with AI: logo, banner, thumbnail template, lower thirds, intro sting, and caption style — one coherent system in a day.
7 min read
Midjourney Alternatives in 2026: Image Models Reviewed
The best Midjourney alternatives in 2026, reviewed by job: typography, product shots, photorealism, brand assets — and why multi-model access wins.
6 min read
AI Content for Ecommerce Product Catalogs at Scale
AI content for ecommerce product catalogs at scale: the per-SKU asset kit, reference images for consistency, batch image generation, on-pack text, and QA rules.
8 min read
Product Shot Prompts: Angles, Surfaces, Light
Product shot prompts for AI image models: the angle, surface, and lighting vocabulary that turns generic renders into shelf-ready ecommerce visuals.
7 min read
Style Keywords That Actually Change AI Images
Style keywords that actually change AI images: lighting, lens, and medium terms that move pixels, the words that do nothing, and a cheap test protocol.
7 min read
Negative Prompts: What to Exclude and When
Negative prompts for AI video and images: when exclusion beats positive phrasing, what modern models still need excluded, and a minimal stack that works.
7 min read
Character Description Prompts for Consistent People
Character description prompts for consistent AI people: writing a character block, which traits stick between generations, and when to move to references.
7 min read
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