Knowledge and reference
PDF generation on Kugel Platform: templates and render jobs, the four rendering engines, versions and the publish gate, images inside PDFs, other PDF operations, and the limits.
The image pipeline on Kugel Platform in plain language: search before generation, licence rules, model routing, deterministic measurement and repair, zero-cost edits, storage addresses and the size budget.
An overview of Kugel Platform for marketing and growth teams: governed objects, pages and recipes, publishing and release, campaign pages, browser checks, images and PDFs, forms and the inbox, measurement and experiments, the CMS-Agent workflows, and many sites on one engine.
Kugel Platform's object model in plain language: governed objects, contracts, versions and locks, block-level addressing, agent-only notes, and the limits of the model.
An operational runbook for editors and agents on Kugel Platform: checkout, validate, patch, publish, check in, release and verify, with the meaning of each refusal and the next safe step.
How a change on Kugel Platform moves from draft to a confirmed live page: validation, publish policy, publish, release, the no-build route for campaign pages, and how content is retired.
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Kugel Platform's object model in plain language: governed objects, contracts, versions and locks, block-level addressing, agent-only notes, and the limits of the model.
Kugel Platform's multisite model: tenants, the fleet registry on the control plane, canary and stable release channels, genesis for new sites, and what still needs a person.
A live test of image editing on Kugel Platform: instruction edits, masked edits and deterministic tools across nine repairs, with real outputs, costs, preservation scores and the failures.
A reference for render_article_pdf: the template and kind system, the quality check that warns but never blocks, and tools for inspecting and previewing a PDF.
How image generation works on a Kugel Platform site: the site's brand imagery, the style override, usage-context routing, candidates, slots, edits, text checks and cost receipts, each shown with a real example.
A runbook for the platform's stock image tools: running a search, reading the candidate bank, shortlisting and rejecting, importing from an address, and carrying licence and credit into the article, with the limits and failures seen on 2026-10-15.
How to edit finished PDFs on Kugel Platform without a model: stamps, page operations, text extraction, comparison, OCR and forms, with results and limits as read on 15 October 2026.
What the platform's eight image measurements read, what pass, warn and not_evaluated mean, which limits can be set, and six worked examples measured on a real site image.
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.