Nbility Blog

Articles about AI Agents, model APIs, developer-tool integration, and Nbility workflows.

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Image Generation Failed? Safety Policies, Prompts, and Retries

Jun 7, 2026

Image GenerationPromptingSafety

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.

GPT-image / Multimodal Image API Beginner Guide

May 27, 2026

GPT ImageImage GenerationMultimodal

GPT-image / Multimodal Image API Beginner Guide

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.