Image Generation Failed? Safety Policies, Prompts, and Retries
A practical troubleshooting workflow for AI image generation failures: safety policy, prompt design, API parameters, async jobs, retries, cost control, and human review.
Nbility Blog
Articles about AI Agents, model APIs, developer-tool integration, and Nbility workflows.
#Image Generation
A practical troubleshooting workflow for AI image generation failures: safety policy, prompt design, API parameters, async jobs, retries, cost control, and human review.

Turn a title, summary, and platform requirements into reusable Xiaohongshu covers, carousel cards, and X/Twitter post images with AI generation, safe zones, cropping, and human review.

A practical workflow for turning article titles and summaries into WeChat Official Account cover images: 900×383 headline covers, 383×383 sharing cards, and 1283×383 combined assets.

A practical beginner guide to text-to-image generation, reference-image editing, Base URLs, b64_json outputs, cost control, and troubleshooting with an OpenAI-compatible image API.

Article 17 in the AI Agent hands-on series: design a WeChat group AI assistant with group Q&A, scheduled summaries, image generation, permissions, logs, and cost control.