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Engineering blog

Tutorials, comparisons, and field notes

Practical writing for developers shipping with AI image generation. No fluff. Code samples that run. Honest comparisons of the popular models and APIs.

May 8, 20268 min read
A practical troubleshooting guide for image generation API errors. 401, 403, 429, 500, and the silent failures nobody warns you about.
TroubleshootingReference
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May 6, 20269 min read
Honest list of cheaper and free alternatives to DALL-E 3 and Midjourney. Real pricing, model quality, and which one to pick by use case.
PricingAlternatives
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May 4, 20269 min read
How to build an AI logo generator using a simple API. Prompt patterns, vectorization, and shipping a real product without a designer on staff.
BrandingTutorials
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May 2, 20269 min read
Use a single API call to generate clean ecommerce product photography that matches your brand. Lighting, backgrounds, props, and how to get consistent results.
EcommerceTutorials
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Apr 29, 20268 min read
Step by step guide for adding an AI image generator to any WordPress site. No plugins required. Works with Elementor, Gutenberg, and classic themes.
WordPressTutorials
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Apr 26, 202612 min read
End to end guide for integrating a text to image API into a real application. Auth, prompt design, batching, storage, billing, and edge cases that bite in production.
TutorialsArchitecture
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Apr 22, 202610 min read
Side by side comparison of FLUX 2, Stable Diffusion XL, and DALL-E 3. We tested portraits, products, posters, and anime to find which model wins each category.
ComparisonsModels
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Apr 18, 20269 min read
A complete Node.js tutorial for an AI thumbnail generator. Covers prompt presets, batch calls, caching, and a small Express endpoint you can ship today.
Node.jsTutorials
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Apr 12, 202611 min read
An honest, hands on comparison of the top AI image generation APIs in 2026. Pricing, speed, models, and which one fits your workflow.
ComparisonsIndustry
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Apr 2, 20268 min read
A working Python tutorial for generating AI images with the FLUX API in under five minutes. Covers auth, prompt design, error handling, and saving images to disk.
PythonFLUX
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