Put the cover under the lamp. Each of the five things that made it work is a layer you can switch on: the words, the grid it sits on, the colours it uses, the subject, the light.
How to Build LLM Architectures From Scratch. Oversized bold title with yellow highlight tells people within 0.5 seconds that this is a hardcore from-scratch tutorial.
Not from this platform
Posted by Tabassum Parveen@Tabbu_ai on WeChat cover, 19 May 2026. Shown with credit and a link back.
Keep all five layers and swap what’s under them: your shop, your budget, your city. You get four covers and the post text.
Verbatim. Copy it, or let Queenie swap in your own details.
Based on the reference cover's composition, visual metaphors, and WeChat public-account thumbnail readability, generate a new horizontal WeChat public-account cover. Output size: 1456x582, ratio about 2.5:1; ensure the core subject and essential title information also work within the safe square crop for WeChat. WeChat article title: {fill in the WeChat article title} Description: {fill in the description} Original cover method: How to Build an LLM Architecture from Scratch: 10 Practical Lessons Most People Wish They Knew Sooner style dual-skill Create a horizontal WeChat public-account article cover, 2.35:1 aspect ratio, for an article titled "How to Build an LLM Architecture from Scratch: 10 Practical Lessons Most People Wish They Knew Sooner". Central concept: visualize abstract tool capabilities as interface windows, code snippets, node networks, control panels, AI workflows, or a glowing system core. Style: preserve the reference cover's visual direction: light-background minimalist infographic/product slide. Use a palette inspired by #faf0e4 (white), #eee4ca (cream), #faf1e5 (white), #a09a90 (gray). Keep the image editorial, conceptual, and readable as a small WeChat thumbnail. Composition: high information density, suitable for a central subject with supporting info on left and right, keeping the thumbnail readable. Keep the main subject and any essential title text inside the safe square crop, while using the full wide frame for atmosphere, secondary symbols, or directional motion. Text strategy: use either no text or a very short headline fragment from the title. If text is used, make it large, clean, and integrated into the layout rather than pasted on top. Mood: match the article skill "How to Build an LLM Architecture from Scratch Most People Wish They Knew Sooner... style dual-skill" -- useful, sharp, high-signal, and slightly more memorable than a normal tutorial thumbnail. Avoid: photorealistic clutter unless the source cover is photo-led, fake logos, unreadable tiny text, generic gradient blobs, stock-office imagery, watermark-like marks, and literal screenshots unless the article is explicitly about software interfaces.
