Which Aspect Ratio to Use for AI Images
Choose an image shape for its destination, set the ratio in LocalBanana, and calculate what a crop will remove. Includes geometric diagrams and the actual ratio menu.
29 stories
Choose an image shape for its destination, set the ratio in LocalBanana, and calculate what a crop will remove. Includes geometric diagrams and the actual ratio menu.
A system prompt is the hidden instruction block that shapes every LLM response. Here's how it works, what it costs, and the production pitfalls to avoid.
Bigger context windows were supposed to fix everything — just put it all in the prompt and let the model figure it out. In reality, past a certain point, more context makes AI agents worse. This is the story of context engineering: the discipline of deciding what an AI should — and shouldn't — see.
Most GenAI frameworks ignore context as a first-class primitive. Learn how Mozaik introduces a rich domain model for context engineering in agentic applications.
Plan an AI image for a social feed using lighting, framing, texture, and a crop check. Inspect the result instead of relying on one-line prompt fixes.
Write a lifestyle scene around an activity, a setting, and a light source. Review poses, hands, objects, and brand details before using the image.
Learn how to create product mockups, lifestyle images, and marketing visuals for your Etsy shop using AI image generation.
Describe light direction, source size, contrast, and color, then check shadows and highlights against your intended scene.
Review vague subjects, conflicting instructions, missing composition, and other common prompt problems, then test focused revisions.
Master prompt engineering with systematic testing and iteration. Learn how to evaluate, compare, and optimize your AI prompts.
As a content creator in today's digital age, mastering prompt engineering is not just beneficial—it's essential. Prompt engineering refines your ability to communicate effectively with AI tools like ChatGPT, transforming them from mere tools into pow...
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