The deterministic image operations on Kugel Platform: responsive variants, smart crops, exact transforms, layouts and splits, and QR codes or barcodes, with live examples from 2026-10-15, the limits as read that day, and the warnings to expect.
How Kugel Platform draws titles, labels, numbered badges, arrows, boxes and a logo onto an existing image without a model: layout analysis, the grid preview, the annotation layout, the render report, the text check and the settings behind them, with six worked examples.
A reference for render_word_art and check_image_text: exact text over a stored image in Latin, Hebrew and Arabic, with live examples, the limits as read on 15 October 2026, and every warning and refusal observed.
A short illustrated walkthrough of how a platform artifact goes from brief to published image, with an FAQ and a comparison against hand-made images.
A practical guide to which parts of the CMS Agent's process are exact, rule-based, and free — and which genuinely require AI, and why that distinction matters for cost and reliability.
How a piece of AI-assisted content moves from a bare idea to something ready for a human to check, and why some content can skip most of that process entirely.